diff --git a/kits/production-database-release-planner/.env.example b/kits/production-database-release-planner/.env.example
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/README.md b/kits/production-database-release-planner/README.md
new file mode 100644
index 000000000..b282d12f0
--- /dev/null
+++ b/kits/production-database-release-planner/README.md
@@ -0,0 +1,127 @@
+# AI Database Release Planner
+
+## Overview
+
+AI Database Release Planner is a multi-agent AI system built with Lamatic AgentKit for analyzing SQL database migrations and producing a final release report.
+
+The project is designed to help teams review database changes before release, with a focus on understanding the migration, assessing runtime behavior, choosing a deployment strategy, and deciding whether the release should proceed.
+
+## Problem Statement
+
+SQL migration scripts can be difficult to evaluate quickly and consistently, especially when a release may affect production availability, locking behavior, rollback complexity, or data safety.
+
+This project organizes that review into a structured agent pipeline so the migration can be analyzed step by step before a release decision is made.
+
+## Features
+
+- Migration Understanding Agent for SQL schema analysis.
+- Behavior Analysis Agent for PostgreSQL runtime behavior assessment.
+- Deployment Strategy Agent for release planning recommendations.
+- Release Decision Agent for approval and rollback guidance.
+- Structured JSON contracts between every pipeline stage.
+- Multi-agent workflow built with Lamatic AgentKit.
+
+## Architecture
+
+The project is implemented as a Lamatic AgentKit workflow with a clear, sequential agent chain.
+
+The system follows a sequential multi-agent architecture where each agent performs a single responsibility and appends its analysis to a structured JSON output. This separation of concerns improves maintainability, traceability, and extensibility.
+
+Each agent receives the previous agent's JSON output, appends its own analysis, and passes the enriched result to the next stage.
+
+![Architecture](assets/diagrams/architecture.svg)
+
+Current stack information reflected in the project is:
+
+- Lamatic AgentKit
+- React
+- TypeScript
+- JSON Schema
+
+## Agent Pipeline
+
+```text
+SQL Migration
+↓
+Migration Understanding Agent
+↓
+Behavior Analysis Agent
+↓
+Deployment Strategy Agent
+↓
+Release Decision & Rollback Advisor
+↓
+Final Release Report
+```
+
+## Project Structure
+
+```text
+production-database-release-planner/
+├── apps/
+├── assets/
+│   ├── diagrams/
+│   └── screenshots/
+├── docs/
+├── examples/
+│   ├── input/
+│   └── expected-output/
+├── flows/
+├── prompts/
+├── schemas/
+│   ├── migration-understanding.schema.json
+│   ├── behavior-analysis.schema.json
+│   ├── deployment-strategy.schema.json
+│   └── release-plan.schema.json
+├── lamatic.config.ts
+└── README.md
+```
+
+## Example Workflow
+
+1. Provide an SQL migration input file in examples/input/.
+2. Run the migration through the agent pipeline.
+3. Review the generated outputs and release recommendation.
+4. Compare the result with the reference output in examples/expected-output/.
+
+## Documentation
+
+Available documentation:
+
+- docs/architecture.md
+- docs/pipeline.md
+- docs/design-decisions.md
+- docs/roadmap.md
+
+Examples directory:
+
+```text
+examples/
+├── input/
+└── expected-output/
+```
+
+## Status
+
+🚧 Active Development
+
+Current focus:
+
+- Refining agent prompts
+- Improving evaluation accuracy
+- Expanding migration test cases
+- Enhancing documentation
+
+## Future Work
+
+- Support additional database engines beyond PostgreSQL.
+- Expand migration pattern coverage.
+- Improve agent evaluation accuracy.
+- Add automated schema validation.
+- Introduce policy-based release approval.
+- Support additional database engines (MySQL, SQLite, SQL Server).
+- Integrate automated migration validation and policy enforcement.
+
+## License
+
+MIT
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/.env.example b/kits/production-database-release-planner/apps/.env.example
new file mode 100644
index 000000000..44caa26a5
--- /dev/null
+++ b/kits/production-database-release-planner/apps/.env.example
@@ -0,0 +1,18 @@
+# Copy this file to .env.local and fill in the real Lamatic values on the server.
+
+# Paste the Lamatic API key from your Lamatic project settings here.
+LAMATIC_API_KEY=
+
+# Paste the Lamatic project ID for the deployed flow here.
+LAMATIC_PROJECT_ID=
+
+# Paste the Lamatic workflow/flow ID for the deployed release safety pipeline here.
+LAMATIC_FLOW_ID=
+
+# Paste the Lamatic-generated API URL here, for example:
+# https://tiyasorganization919-tiyasproject663.lamatic.dev
+LAMATIC_API_URL=
+
+# Optional legacy fallback for older local setups.
+# If LAMATIC_API_URL is set, it is used first.
+LAMATIC_PROJECT_ENDPOINT=
diff --git a/kits/production-database-release-planner/apps/.gitignore b/kits/production-database-release-planner/apps/.gitignore
new file mode 100644
index 000000000..38138c6aa
--- /dev/null
+++ b/kits/production-database-release-planner/apps/.gitignore
@@ -0,0 +1,4 @@
+node_modules/
+.next/
+.env.local
+*.tsbuildinfo
diff --git a/kits/production-database-release-planner/apps/app/api/analyze-migration/route.ts b/kits/production-database-release-planner/apps/app/api/analyze-migration/route.ts
new file mode 100644
index 000000000..2019e0324
--- /dev/null
+++ b/kits/production-database-release-planner/apps/app/api/analyze-migration/route.ts
@@ -0,0 +1,28 @@
+import { NextResponse } from "next/server";
+
+import { runLamaticMigrationAnalysis } from "@/lib/lamatic";
+
+export const runtime = "nodejs";
+export const maxDuration = 60;
+
+export async function POST(request: Request) {
+  try {
+    const body = (await request.json().catch(() => null)) as {
+      sql?: unknown;
+    } | null;
+
+    const sql = typeof body?.sql === "string" ? body.sql.trim() : "";
+
+    if (!sql) {
+      return NextResponse.json({ error: "SQL is required." }, { status: 400 });
+    }
+
+    const analysis = await runLamaticMigrationAnalysis(sql);
+
+    return NextResponse.json(analysis);
+  } catch (error) {
+    const message = error instanceof Error ? error.message : "Migration analysis failed.";
+
+    return NextResponse.json({ error: message }, { status: 502 });
+  }
+}
diff --git a/kits/production-database-release-planner/apps/app/globals.css b/kits/production-database-release-planner/apps/app/globals.css
new file mode 100644
index 000000000..8b66997c6
--- /dev/null
+++ b/kits/production-database-release-planner/apps/app/globals.css
@@ -0,0 +1,148 @@
+@import "tailwindcss";
+
+:root {
+  --bg-canvas: #f4f6fb;
+  --bg-canvas-soft: #eef2f8;
+  --bg-panel: rgba(255, 255, 255, 0.88);
+  --bg-panel-strong: #ffffff;
+  --bg-editor: #f8fafc;
+  --bg-editor-muted: #f1f5f9;
+  --border-subtle: rgba(15, 23, 42, 0.08);
+  --border-strong: rgba(37, 99, 235, 0.18);
+  --text-primary: #111827;
+  --text-secondary: #475569;
+  --text-muted: #6b7280;
+  --accent-blue: #2563eb;
+  --accent-blue-soft: #dbeafe;
+  --accent-green: #15803d;
+  --accent-amber: #c2410c;
+  --accent-red: #b91c1c;
+  --shadow-panel: 0 18px 60px rgba(15, 23, 42, 0.08);
+  --shadow-soft: 0 8px 24px rgba(15, 23, 42, 0.06);
+}
+
+*,
+*::before,
+*::after {
+  box-sizing: border-box;
+}
+
+html {
+  scroll-behavior: smooth;
+}
+
+body {
+  margin: 0;
+  min-height: 100vh;
+  background:
+    radial-gradient(circle at top left, rgba(96, 165, 250, 0.18), transparent 24%),
+    radial-gradient(circle at top right, rgba(191, 219, 254, 0.55), transparent 30%),
+    linear-gradient(180deg, #f8fafc 0%, #f2f5fb 42%, #edf2f8 100%);
+  color: var(--text-primary);
+  font-family: var(--font-manrope), sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+::selection {
+  background: rgba(37, 99, 235, 0.16);
+}
+
+::-webkit-scrollbar {
+  width: 9px;
+  height: 9px;
+}
+
+::-webkit-scrollbar-track {
+  background: rgba(148, 163, 184, 0.08);
+}
+
+::-webkit-scrollbar-thumb {
+  border-radius: 999px;
+  background: rgba(100, 116, 139, 0.34);
+}
+
+::-webkit-scrollbar-thumb:hover {
+  background: rgba(100, 116, 139, 0.48);
+}
+
+.grid-overlay {
+  background-image:
+    linear-gradient(rgba(148, 163, 184, 0.08) 1px, transparent 1px),
+    linear-gradient(90deg, rgba(148, 163, 184, 0.08) 1px, transparent 1px);
+  background-size: 52px 52px;
+  mask-image: linear-gradient(180deg, rgba(0, 0, 0, 0.18), transparent 88%);
+}
+
+.panel {
+  border: 1px solid var(--border-subtle);
+  background: var(--bg-panel);
+  backdrop-filter: blur(16px);
+  box-shadow: var(--shadow-panel);
+}
+
+.panel-strong {
+  border: 1px solid rgba(15, 23, 42, 0.07);
+  background: var(--bg-panel-strong);
+  box-shadow: var(--shadow-soft);
+}
+
+.code-font {
+  font-family: var(--font-ibm-plex-mono), monospace;
+}
+
+.soft-ring {
+  box-shadow:
+    inset 0 1px 0 rgba(255, 255, 255, 0.7),
+    0 0 0 1px rgba(15, 23, 42, 0.02);
+}
+
+.surface-glow {
+  position: relative;
+  isolation: isolate;
+}
+
+.surface-glow::before {
+  content: "";
+  position: absolute;
+  inset: -1px;
+  z-index: -1;
+  border-radius: inherit;
+  background: linear-gradient(
+    135deg,
+    rgba(255, 255, 255, 0.95),
+    rgba(219, 234, 254, 0.92) 55%,
+    rgba(255, 255, 255, 0.72)
+  );
+}
+
+.spin-slow {
+  animation: spin-slow 14s linear infinite;
+}
+
+@keyframes spin-slow {
+  from {
+    transform: rotate(0deg);
+  }
+
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@keyframes pulse-signal {
+  0%,
+  100% {
+    opacity: 0.5;
+    transform: scale(1);
+  }
+
+  50% {
+    opacity: 1;
+    transform: scale(1.08);
+  }
+}
+
+.pulse-signal {
+  animation: pulse-signal 1.8s ease-in-out infinite;
+}
diff --git a/kits/production-database-release-planner/apps/app/layout.tsx b/kits/production-database-release-planner/apps/app/layout.tsx
new file mode 100644
index 000000000..47ac1dcff
--- /dev/null
+++ b/kits/production-database-release-planner/apps/app/layout.tsx
@@ -0,0 +1,32 @@
+import type { Metadata } from "next";
+import { IBM_Plex_Mono, Manrope } from "next/font/google";
+import "./globals.css";
+
+const manrope = Manrope({
+  subsets: ["latin"],
+  variable: "--font-manrope",
+});
+
+const ibmPlexMono = IBM_Plex_Mono({
+  subsets: ["latin"],
+  variable: "--font-ibm-plex-mono",
+  weight: ["400", "500"],
+});
+
+export const metadata: Metadata = {
+  title: "Production Database Release Planner | Lamatic AgentKit",
+  description:
+    "Frontend workspace for staging SQL migration input before Lamatic AgentKit release safety analysis.",
+};
+
+export default function RootLayout({
+  children,
+}: Readonly<{ children: React.ReactNode }>) {
+  return (
+    <html lang="en">
+      <body className={`${manrope.variable} ${ibmPlexMono.variable}`}>
+        {children}
+      </body>
+    </html>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/app/page.tsx b/kits/production-database-release-planner/apps/app/page.tsx
new file mode 100644
index 000000000..fcae8e617
--- /dev/null
+++ b/kits/production-database-release-planner/apps/app/page.tsx
@@ -0,0 +1,52 @@
+import { readFile } from "node:fs/promises";
+import path from "node:path";
+import Header from "@/components/Header";
+import ReleasePlanner from "@/components/ReleasePlanner";
+import {
+  initialSampleFile,
+  presetDefinitions,
+  type SqlPreset,
+} from "@/lib/presets";
+
+const fallbackSql = `ALTER TABLE users
+ADD COLUMN last_seen TIMESTAMP;`;
+
+async function readExampleSql(filename: string) {
+  const filePath = path.join(
+    process.cwd(),
+    "..",
+    "examples",
+    "input",
+    filename,
+  );
+
+  return readFile(filePath, "utf8");
+}
+
+export default async function Home() {
+  const presets: SqlPreset[] = await Promise.all(
+    presetDefinitions.map(async (preset) => ({
+      ...preset,
+      sql: await readExampleSql(preset.filename),
+    })),
+  );
+
+  const initialSql =
+    (await readExampleSql(initialSampleFile).catch(() => null)) ??
+    presets[0]?.sql ??
+    fallbackSql;
+
+  return (
+    <main className="relative min-h-screen overflow-hidden">
+      <div className="grid-overlay absolute inset-0 opacity-60" />
+      <div className="pointer-events-none absolute -left-20 top-0 h-72 w-72 rounded-full bg-sky-300/25 blur-3xl" />
+      <div className="pointer-events-none absolute right-0 top-0 h-96 w-96 rounded-full bg-white/60 blur-3xl" />
+      <div className="pointer-events-none absolute bottom-0 left-1/3 h-80 w-80 rounded-full bg-slate-200/40 blur-3xl" />
+
+      <div className="relative mx-auto flex min-h-screen w-full max-w-[1400px] flex-col px-4 py-3 sm:px-6 sm:py-5 lg:px-8 lg:py-7">
+        <Header />
+        <ReleasePlanner initialSql={initialSql} presets={presets} />
+      </div>
+    </main>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/Header.tsx b/kits/production-database-release-planner/apps/components/Header.tsx
new file mode 100644
index 000000000..96dd49c43
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/Header.tsx
@@ -0,0 +1,38 @@
+import { Circle, Database, Workflow } from "lucide-react";
+
+export default function Header() {
+  return (
+    <header className="panel-strong soft-ring overflow-hidden rounded-[26px] border border-slate-200/80">
+      <div className="flex flex-col gap-4 px-5 py-4 sm:px-7 lg:flex-row lg:items-center lg:justify-between">
+        <div className="flex min-w-0 items-center gap-4">
+          <div className="flex h-11 w-11 items-center justify-center rounded-xl border border-slate-200 bg-slate-50 text-slate-600 shadow-sm">
+            <Database className="h-5 w-5" />
+          </div>
+
+          <div className="min-w-0">
+            <div className="flex flex-wrap items-center gap-3">
+              <h1 className="truncate text-[1.05rem] font-extrabold tracking-[-0.035em] text-slate-900 sm:text-[1.15rem]">
+                Production Database Release Planner
+              </h1>
+              <span className="inline-flex items-center gap-2 rounded-lg border border-slate-200 bg-slate-50 px-3 py-1 text-xs font-medium text-slate-600">
+                <Workflow className="h-3.5 w-3.5" />
+                Lamatic AgentKit Pipeline
+              </span>
+            </div>
+
+            <p className="mt-1 text-sm text-slate-500">
+              Analyze. Plan. Release Safely.
+            </p>
+          </div>
+        </div>
+
+        <div className="inline-flex items-center gap-2 self-start rounded-full px-1 py-1 text-sm font-medium text-slate-500 lg:self-center">
+          <Circle className="h-3 w-3 fill-emerald-600 text-emerald-600" />
+          <span>Pipeline Ready</span>
+        </div>
+      </div>
+
+      <div className="h-px w-full bg-gradient-to-r from-transparent via-slate-200 to-transparent" />
+    </header>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/MigrationInput.tsx b/kits/production-database-release-planner/apps/components/MigrationInput.tsx
new file mode 100644
index 000000000..6826ab0b6
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/MigrationInput.tsx
@@ -0,0 +1,64 @@
+import type { SqlPreset } from "@/lib/presets";
+import PresetButtons from "./PresetButtons";
+import RunPipelineButton from "./RunPipelineButton";
+import SqlEditor from "./SqlEditor";
+
+type MigrationInputProps = {
+  isPresetPending: boolean;
+  isStarting: boolean;
+  onPresetSelect: (presetId: string) => void;
+  onRun: () => void;
+  onSqlChange: (value: string) => void;
+  presets: SqlPreset[];
+  selectedPresetId: string | null;
+  sql: string;
+  validationMessage: string | null;
+};
+
+export default function MigrationInput({
+  isPresetPending,
+  isStarting,
+  onPresetSelect,
+  onRun,
+  onSqlChange,
+  presets,
+  selectedPresetId,
+  sql,
+  validationMessage,
+}: MigrationInputProps) {
+  return (
+    <section className="panel-strong mt-8 overflow-hidden rounded-[22px] border border-slate-200/90 px-5 py-5 sm:px-6">
+      <div className="space-y-6">
+        <div className="space-y-2">
+          <h2 className="text-[1.15rem] font-bold tracking-[-0.03em] text-slate-950">
+            Migration Input
+          </h2>
+          <p className="max-w-3xl text-sm text-slate-500">
+            Review and analyze a PostgreSQL DDL migration before production
+            release.
+          </p>
+        </div>
+
+        <SqlEditor
+          onChange={onSqlChange}
+          placeholder={`ALTER TABLE users
+ADD COLUMN last_seen TIMESTAMP;`}
+          value={sql}
+        />
+
+        <PresetButtons
+          isPending={isPresetPending}
+          onSelect={onPresetSelect}
+          presets={presets}
+          selectedPresetId={selectedPresetId}
+        />
+
+        <RunPipelineButton
+          isLoading={isStarting}
+          onClick={onRun}
+          validationMessage={validationMessage}
+        />
+      </div>
+    </section>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/PipelineExecution.tsx b/kits/production-database-release-planner/apps/components/PipelineExecution.tsx
new file mode 100644
index 000000000..7389b2eac
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/PipelineExecution.tsx
@@ -0,0 +1,84 @@
+import { ArrowRight, LoaderCircle } from "lucide-react";
+import type { PipelineNodeState } from "@/lib/pipeline";
+
+type PipelineExecutionProps = {
+  nodes: PipelineNodeState[];
+};
+
+export default function PipelineExecution({
+  nodes,
+}: PipelineExecutionProps) {
+  return (
+    <section className="panel-strong mt-6 overflow-hidden rounded-[22px] border border-slate-200/90">
+      <div className="border-b border-slate-200 px-5 py-4 sm:px-6">
+        <h2 className="text-[1.15rem] font-bold tracking-[-0.03em] text-slate-950">
+          Pipeline Execution
+        </h2>
+        <p className="mt-1 text-sm text-slate-500">
+          Four sequential AgentKit orchestration nodes.
+        </p>
+      </div>
+
+      <div className="px-5 py-5 sm:px-6">
+        <div className="flex flex-col gap-3 xl:flex-row xl:items-center">
+          {nodes.map((node, index) => (
+            <div
+              key={node.id}
+              className="flex flex-1 items-center gap-3"
+            >
+              <article className="min-h-[88px] flex-1 rounded-xl border border-slate-200 bg-slate-50/80 px-4 py-3 shadow-[0_1px_2px_rgba(15,23,42,0.04)]">
+                <div className="flex items-start justify-between gap-3">
+                  <p className="code-font text-[11px] uppercase tracking-[0.08em] text-slate-500">
+                    {node.label}
+                  </p>
+                  <span
+                    className={[
+                      "inline-flex items-center gap-1.5 rounded-md border px-2 py-0.5 text-[11px]",
+                      node.status === "COMPLETED"
+                        ? "border-emerald-200 bg-emerald-50 text-emerald-700"
+                        : node.status === "RUNNING"
+                          ? "border-blue-200 bg-blue-50 text-blue-700"
+                              : node.status === "ERROR"
+                            ? "border-rose-200 bg-rose-50 text-rose-700"
+                            : "border-slate-200 bg-white text-slate-500",
+                    ].join(" ")}
+                  >
+                    {node.status === "RUNNING" ? (
+                      <LoaderCircle className="h-3 w-3 animate-spin" />
+                    ) : null}
+                    {node.status}
+                  </span>
+                </div>
+                <p className="mt-4 text-sm font-semibold leading-5 text-slate-900">
+                  {node.title}
+                </p>
+                <p className="mt-2 min-h-5 text-xs text-slate-500">
+                  {node.summary ?? ""}
+                </p>
+              </article>
+
+              {index < nodes.length - 1 ? (
+                <div
+                  className={[
+                    "hidden h-full items-center xl:flex",
+                    node.status === "COMPLETED"
+                      ? "text-emerald-400"
+                      : node.status === "RUNNING"
+                        ? "text-blue-400"
+                        : "text-slate-300",
+                  ].join(" ")}
+                >
+                  <ArrowRight className="h-4 w-4" />
+                </div>
+              ) : null}
+            </div>
+          ))}
+        </div>
+
+        <p className="code-font mt-4 text-[11px] text-slate-500">
+          Visual execution indicator for the pipeline run.
+        </p>
+      </div>
+    </section>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/PresetButtons.tsx b/kits/production-database-release-planner/apps/components/PresetButtons.tsx
new file mode 100644
index 000000000..ee3ce813d
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/PresetButtons.tsx
@@ -0,0 +1,73 @@
+import { Database } from "lucide-react";
+import type { SqlPreset } from "@/lib/presets";
+
+type PresetButtonsProps = {
+  isPending: boolean;
+  onSelect: (presetId: string) => void;
+  presets: SqlPreset[];
+  selectedPresetId: string | null;
+};
+
+const accentStyles = {
+  amber:
+    "border-slate-200 bg-white text-slate-800 hover:border-orange-300 hover:bg-orange-50/70",
+  indigo:
+    "border-slate-200 bg-white text-slate-800 hover:border-blue-300 hover:bg-blue-50/70",
+  rose:
+    "border-slate-200 bg-white text-slate-800 hover:border-rose-300 hover:bg-rose-50/70",
+  sky:
+    "border-slate-200 bg-white text-slate-800 hover:border-sky-300 hover:bg-sky-50/70",
+} as const;
+
+export default function PresetButtons({
+  isPending,
+  onSelect,
+  presets,
+  selectedPresetId,
+}: PresetButtonsProps) {
+  return (
+    <div className="space-y-4">
+      <div className="flex flex-col gap-2 sm:flex-row sm:items-end sm:justify-between">
+        <div>
+          <h3 className="text-lg font-bold tracking-[-0.03em] text-slate-900">
+            Preset DDL
+          </h3>
+          <p className="mt-1 text-sm text-slate-500">
+            Load one of the existing example migrations into the editor.
+          </p>
+        </div>
+        <div className="inline-flex items-center gap-2 rounded-full border border-slate-200 bg-slate-50 px-3 py-1.5 text-xs text-slate-500">
+          <Database className="h-3.5 w-3.5 text-sky-600" />
+          <span>Examples from `examples/input/`</span>
+        </div>
+      </div>
+
+      <div className="flex flex-wrap gap-3">
+        {presets.map((preset) => {
+          const isSelected = preset.id === selectedPresetId;
+
+          return (
+            <button
+              key={preset.id}
+              className={[
+                "group relative overflow-hidden rounded-xl border px-4 py-3 text-left transition duration-200",
+                accentStyles[preset.accent],
+                isSelected
+                  ? "border-blue-300 bg-blue-50 text-blue-700 shadow-[0_1px_2px_rgba(15,23,42,0.05)]"
+                  : "shadow-[0_1px_2px_rgba(15,23,42,0.04)]",
+                isPending ? "cursor-wait" : "cursor-pointer",
+              ].join(" ")}
+              disabled={isPending}
+              onClick={() => onSelect(preset.id)}
+              type="button"
+            >
+              <p className="text-sm font-semibold tracking-[-0.02em]">
+                {preset.title}
+              </p>
+            </button>
+          );
+        })}
+      </div>
+    </div>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/ReleasePlanner.tsx b/kits/production-database-release-planner/apps/components/ReleasePlanner.tsx
new file mode 100644
index 000000000..383e7bd3c
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/ReleasePlanner.tsx
@@ -0,0 +1,220 @@
+"use client";
+
+import { useEffect, useRef, useState, useTransition } from "react";
+import MigrationInput from "@/components/MigrationInput";
+import PipelineExecution from "@/components/PipelineExecution";
+import ResultsDashboard from "@/components/ResultsDashboard";
+import type { MigrationPipelineResult } from "@/types/migrationPipeline";
+import {
+  createIdlePipelineNodes,
+  setPipelineNodeState,
+  type PipelineNodeState,
+} from "@/lib/pipeline";
+import { buildPipelineSummaries } from "@/lib/pipeline";
+import { runMigrationPipeline } from "@/services/migrationPipeline";
+import type { SqlPreset } from "@/lib/presets";
+
+type RunState = "IDLE" | "RUNNING" | "COMPLETED" | "ERROR";
+
+type ReleasePlannerProps = {
+  initialSql: string;
+  presets: SqlPreset[];
+};
+
+export default function ReleasePlanner({
+  initialSql,
+  presets,
+}: ReleasePlannerProps) {
+  const [sql, setSql] = useState(initialSql);
+  const [selectedPresetId, setSelectedPresetId] = useState<string | null>(null);
+  const [runState, setRunState] = useState<RunState>("IDLE");
+  const [result, setResult] = useState<MigrationPipelineResult | null>(null);
+  const [pipelineNodes, setPipelineNodes] = useState<PipelineNodeState[]>(
+    () => createIdlePipelineNodes(),
+  );
+  const [validationMessage, setValidationMessage] = useState<string | null>(null);
+  const [resultsViewKey, setResultsViewKey] = useState(0);
+  const timeoutRefs = useRef<number[]>([]);
+  const executionIdRef = useRef(0);
+  const currentNodeIndexRef = useRef(0);
+  const [isPresetPending, startPresetTransition] = useTransition();
+
+  useEffect(() => {
+    return () => {
+      executionIdRef.current += 1;
+      timeoutRefs.current.forEach((timeoutId) => window.clearTimeout(timeoutId));
+      timeoutRefs.current = [];
+    };
+  }, []);
+
+  const clearPendingExecution = () => {
+    executionIdRef.current += 1;
+    timeoutRefs.current.forEach((timeoutId) => window.clearTimeout(timeoutId));
+    timeoutRefs.current = [];
+  };
+
+  const resetPrototypeState = () => {
+    clearPendingExecution();
+    currentNodeIndexRef.current = 0;
+    setRunState("IDLE");
+    setResult(null);
+    setPipelineNodes(createIdlePipelineNodes());
+    setValidationMessage(null);
+    setResultsViewKey((current) => current + 1);
+  };
+
+  const wait = (durationMs: number) =>
+    new Promise<void>((resolve) => {
+      const timeoutId = window.setTimeout(() => {
+        timeoutRefs.current = timeoutRefs.current.filter((id) => id !== timeoutId);
+        resolve();
+      }, durationMs);
+
+      timeoutRefs.current.push(timeoutId);
+    });
+
+  const handleSqlChange = (nextSql: string) => {
+    setSql(nextSql);
+    resetPrototypeState();
+
+    if (!selectedPresetId) {
+      return;
+    }
+
+    const selectedPreset = presets.find((preset) => preset.id === selectedPresetId);
+
+    if (selectedPreset && selectedPreset.sql !== nextSql) {
+      setSelectedPresetId(null);
+    }
+  };
+
+  const handlePresetSelect = (presetId: string) => {
+    const preset = presets.find((item) => item.id === presetId);
+
+    if (!preset) {
+      return;
+    }
+
+    startPresetTransition(() => {
+      resetPrototypeState();
+      setSql(preset.sql);
+      setSelectedPresetId(preset.id);
+    });
+  };
+
+  const handleRun = async () => {
+    const trimmedSql = sql.trim();
+
+    if (!trimmedSql) {
+      setValidationMessage("Enter a migration before running the pipeline.");
+      return;
+    }
+
+    resetPrototypeState();
+    setRunState("RUNNING");
+    const currentExecutionId = executionIdRef.current;
+
+    const animationPromise = (async () => {
+      for (let nodeIndex = 0; nodeIndex < 4; nodeIndex += 1) {
+        if (executionIdRef.current !== currentExecutionId) {
+          return false;
+        }
+
+        currentNodeIndexRef.current = nodeIndex;
+        setPipelineNodes((currentNodes) =>
+          setPipelineNodeState(currentNodes, nodeIndex, "RUNNING", null),
+        );
+
+        await wait(700);
+
+        if (executionIdRef.current !== currentExecutionId) {
+          return false;
+        }
+
+        setPipelineNodes((currentNodes) =>
+          setPipelineNodeState(currentNodes, nodeIndex, "COMPLETED", null),
+        );
+      }
+
+      return true;
+    })();
+
+    try {
+      const pipelineResult = await runMigrationPipeline(sql);
+
+      const animationCompleted = await animationPromise;
+
+      if (executionIdRef.current !== currentExecutionId || !animationCompleted) {
+        return;
+      }
+
+      const nodeSummaries = buildPipelineSummaries(pipelineResult);
+
+      setPipelineNodes((currentNodes) =>
+        currentNodes.map((node, nodeIndex) => ({
+          ...node,
+          status: "COMPLETED",
+          summary: nodeSummaries[nodeIndex] ?? node.summary,
+        })),
+      );
+
+      setResult(pipelineResult);
+      setRunState("COMPLETED");
+      setValidationMessage(null);
+    } catch (error) {
+      clearPendingExecution();
+
+      setPipelineNodes((currentNodes) =>
+        currentNodes.map((node, nodeIndex) => {
+          if (nodeIndex < currentNodeIndexRef.current) {
+            return {
+              ...node,
+              status: "COMPLETED",
+            };
+          }
+
+          if (nodeIndex === currentNodeIndexRef.current) {
+            return {
+              ...node,
+              status: "ERROR",
+            };
+          }
+
+          return {
+            ...node,
+            status: "IDLE",
+            summary: null,
+          };
+        }),
+      );
+
+      setResult(null);
+      setRunState("ERROR");
+      setValidationMessage(
+        error instanceof Error
+          ? error.message
+          : "Pipeline execution failed. No release decision was generated.",
+      );
+
+      console.error("Release planner execution failed", error);
+    }
+  };
+
+  return (
+    <div className="mt-6 lg:mt-8">
+      <MigrationInput
+        isPresetPending={isPresetPending}
+        isStarting={runState === "RUNNING"}
+        onPresetSelect={handlePresetSelect}
+        onRun={handleRun}
+        onSqlChange={handleSqlChange}
+        presets={presets}
+        selectedPresetId={selectedPresetId}
+        sql={sql}
+        validationMessage={validationMessage}
+      />
+      <PipelineExecution nodes={pipelineNodes} />
+      <ResultsDashboard key={resultsViewKey} result={result} />
+    </div>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/ResultsDashboard.tsx b/kits/production-database-release-planner/apps/components/ResultsDashboard.tsx
new file mode 100644
index 000000000..6c33026d0
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/ResultsDashboard.tsx
@@ -0,0 +1,187 @@
+"use client";
+
+import { useState } from "react";
+import { FileText } from "lucide-react";
+import type {
+  ConfidenceLevel,
+  MigrationPipelineResult,
+  ReleaseStatus,
+  RiskLevel,
+  StrategyType,
+} from "@/types/migrationPipeline";
+import DeploymentStrategyTab from "@/components/results/DeploymentStrategyTab";
+import IntentScopeTab from "@/components/results/IntentScopeTab";
+import ReleaseRollbackTab from "@/components/results/ReleaseRollbackTab";
+import ResultSummary from "@/components/results/ResultSummary";
+import RiskAnalysisTab from "@/components/results/RiskAnalysisTab";
+
+type ResultsDashboardProps = {
+  result: MigrationPipelineResult | null;
+};
+
+type ResultTab = "intent" | "risk" | "strategy" | "release";
+
+const tabs: Array<{ id: ResultTab; label: string }> = [
+  { id: "intent", label: "Intent & Scope" },
+  { id: "risk", label: "Lock & Risk Analysis" },
+  { id: "strategy", label: "Deployment Strategy" },
+  { id: "release", label: "Release & Rollback" },
+];
+
+const riskToneMap: Record<RiskLevel, "gray" | "green" | "amber" | "red"> = {
+  LOW: "green",
+  MEDIUM: "amber",
+  HIGH: "red",
+  UNKNOWN: "gray",
+};
+
+const statusToneMap: Record<ReleaseStatus, "green" | "amber" | "red"> = {
+  APPROVE: "green",
+  APPROVE_WITH_CAUTION: "amber",
+  REJECT: "red",
+};
+
+const confidenceToneMap: Record<ConfidenceLevel, "gray" | "green" | "amber"> = {
+  LOW: "gray",
+  MEDIUM: "amber",
+  HIGH: "green",
+};
+
+const strategyToneMap: Record<StrategyType, "green" | "amber" | "red"> = {
+  DIRECT_MIGRATION: "green",
+  ONLINE_MIGRATION: "green",
+  PHASED_ROLLOUT: "amber",
+  EXPAND_CONTRACT: "amber",
+};
+
+function EmptyState() {
+  return (
+    <section className="panel-strong mt-6 overflow-hidden rounded-[22px] border border-slate-200/90">
+      <div className="border-b border-slate-200 px-5 py-4 sm:px-6">
+        <h2 className="text-[1.15rem] font-bold tracking-[-0.03em] text-slate-950">
+          Migration Safety Report
+        </h2>
+        <p className="mt-1 text-sm text-slate-500">
+          Operational risk, deployment strategy, and release readiness for the analyzed migration.
+        </p>
+      </div>
+
+      <div className="flex min-h-[200px] flex-col items-center justify-center px-6 py-10 text-center">
+        <div className="flex h-10 w-10 items-center justify-center rounded-full border border-slate-200 bg-slate-50 text-slate-400">
+          <FileText className="h-4 w-4" />
+        </div>
+        <p className="mt-5 text-sm font-semibold text-slate-900">
+          No migration analysis available
+        </p>
+        <p className="mt-2 max-w-md text-sm text-slate-500">
+          Run the pipeline to generate a release safety report.
+        </p>
+      </div>
+    </section>
+  );
+}
+
+export default function ResultsDashboard({ result }: ResultsDashboardProps) {
+  const [activeTab, setActiveTab] = useState<ResultTab>("intent");
+
+  if (!result) {
+    return <EmptyState />;
+  }
+
+  const releaseStatus = result.release_plan.release_decision.status;
+  const confidence = result.release_plan.release_decision.confidence;
+  const rollbackPossible = result.release_plan.rollback_strategy.rollback_possible;
+
+  return (
+    <section className="panel-strong mt-6 overflow-hidden rounded-[22px] border border-slate-200/90">
+      <div className="border-b border-slate-200 px-5 py-4 sm:px-6">
+        <h2 className="text-[1.15rem] font-bold tracking-[-0.03em] text-slate-950">
+          Migration Safety Report
+        </h2>
+        <p className="mt-1 text-sm text-slate-500">
+          Operational risk, deployment strategy, and release readiness for the analyzed migration.
+        </p>
+      </div>
+
+      <div className="space-y-5 px-5 py-5 sm:px-6">
+        <ResultSummary
+          deploymentStrategy={result.deployment_strategy.strategy}
+          releaseStatus={releaseStatus}
+          releaseTone={statusToneMap[releaseStatus]}
+          rollbackAvailable={rollbackPossible}
+          rollbackTone={rollbackPossible ? "green" : "red"}
+          riskLevel={result.behavior_analysis.production_risk}
+          riskTone={riskToneMap[result.behavior_analysis.production_risk]}
+        />
+
+        <div className="flex flex-wrap gap-2 border-b border-slate-200 pb-3">
+          {tabs.map((tab) => {
+            const isActive = activeTab === tab.id;
+
+            return (
+              <button
+                key={tab.id}
+                className={[
+                  "rounded-lg border px-3 py-2 text-sm font-medium transition",
+                  isActive
+                    ? "border-blue-200 bg-blue-50 text-blue-700"
+                    : "border-slate-200 bg-white text-slate-600 hover:bg-slate-50",
+                ].join(" ")}
+                onClick={() => setActiveTab(tab.id)}
+                type="button"
+              >
+                {tab.label}
+              </button>
+            );
+          })}
+        </div>
+
+        {activeTab === "intent" ? (
+          <IntentScopeTab
+            dataLossPotential={result.data_loss_potential}
+            destructive={result.is_destructive}
+            explanation={result.explanation}
+            operations={result.operations}
+            targetColumns={result.target_columns}
+            targetTables={result.target_table}
+          />
+        ) : null}
+
+        {activeTab === "risk" ? (
+          <RiskAnalysisTab
+            blockingRisk={result.behavior_analysis.blocking_risk}
+            lockType={result.behavior_analysis.lock_type}
+            productionRisk={result.behavior_analysis.production_risk}
+            reasoning={result.behavior_analysis.reasoning}
+            tableRewrite={result.behavior_analysis.table_rewrite}
+            toneMap={riskToneMap}
+          />
+        ) : null}
+
+        {activeTab === "strategy" ? (
+          <DeploymentStrategyTab
+            deploymentOrder={result.deployment_strategy.deployment_order}
+            estimatedDowntime={result.deployment_strategy.estimated_downtime}
+            maintenanceWindowRequired={result.deployment_strategy.maintenance_window_required}
+            recommendation={result.deployment_strategy.recommendation}
+            strategy={result.deployment_strategy.strategy}
+            strategyTone={strategyToneMap[result.deployment_strategy.strategy]}
+            toneMap={riskToneMap}
+          />
+        ) : null}
+
+        {activeTab === "release" ? (
+          <ReleaseRollbackTab
+            confidence={confidence}
+            confidenceTone={confidenceToneMap[confidence]}
+            releaseStatus={releaseStatus}
+            releaseTone={statusToneMap[releaseStatus]}
+            rollbackOrder={result.release_plan.rollback_strategy.rollback_order}
+            rollbackPossible={rollbackPossible}
+            rollbackWarning={result.release_plan.rollback_strategy.rollback_warning}
+          />
+        ) : null}
+      </div>
+    </section>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/RunPipelineButton.tsx b/kits/production-database-release-planner/apps/components/RunPipelineButton.tsx
new file mode 100644
index 000000000..2c3ab05a7
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/RunPipelineButton.tsx
@@ -0,0 +1,46 @@
+import { LoaderCircle, Play } from "lucide-react";
+
+type RunPipelineButtonProps = {
+  isLoading: boolean;
+  onClick: () => void;
+  validationMessage: string | null;
+};
+
+export default function RunPipelineButton({
+  isLoading,
+  onClick,
+  validationMessage,
+}: RunPipelineButtonProps) {
+  return (
+    <div className="flex flex-col gap-4 border-t border-slate-200 pt-8 sm:flex-row sm:items-center">
+      <div className="flex flex-col gap-2">
+        <button
+          className="inline-flex min-w-[280px] items-center justify-center gap-3 rounded-xl border border-blue-700 bg-blue-600 px-6 py-4 text-base font-bold text-white shadow-[0_10px_24px_rgba(37,99,235,0.22)] transition hover:bg-blue-700 disabled:cursor-not-allowed disabled:bg-blue-500"
+          disabled={isLoading}
+          onClick={onClick}
+          type="button"
+        >
+          {isLoading ? (
+            <>
+              <LoaderCircle className="h-5 w-5 animate-spin" />
+              Running Pipeline...
+            </>
+          ) : (
+            <>
+              <Play className="h-5 w-5" />
+              Run Release Safety Pipeline
+            </>
+          )}
+        </button>
+
+        {validationMessage ? (
+          <p className="text-sm text-rose-600">{validationMessage}</p>
+        ) : null}
+      </div>
+
+      <div className="text-base text-slate-500">
+        <p>SQL is sent to the pipeline adapter; no database statements are executed here.</p>
+      </div>
+    </div>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/SqlEditor.tsx b/kits/production-database-release-planner/apps/components/SqlEditor.tsx
new file mode 100644
index 000000000..1d4570c56
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/SqlEditor.tsx
@@ -0,0 +1,74 @@
+"use client";
+
+import { useId, useRef } from "react";
+import { FileCode2 } from "lucide-react";
+
+type SqlEditorProps = {
+  onChange: (value: string) => void;
+  placeholder: string;
+  value: string;
+};
+
+export default function SqlEditor({
+  onChange,
+  placeholder,
+  value,
+}: SqlEditorProps) {
+  const editorId = useId();
+  const gutterRef = useRef<HTMLDivElement>(null);
+  const lineCount = Math.max(12, value.split("\n").length);
+  const lineNumbers = Array.from({ length: lineCount }, (_, index) => index + 1);
+
+  return (
+    <div className="overflow-hidden rounded-[18px] border border-slate-200 bg-[var(--bg-editor)] shadow-[inset_0_1px_0_rgba(255,255,255,0.65),0_8px_24px_rgba(15,23,42,0.05)]">
+      <div className="flex flex-wrap items-center justify-between gap-3 border-b border-slate-200 bg-slate-50 px-5 py-3">
+        <div className="flex items-center gap-3">
+          <span className="text-xs font-semibold uppercase tracking-[0.12em] text-slate-500">
+            Migration.sql
+          </span>
+        </div>
+
+        <div className="code-font flex items-center gap-2 text-sm text-slate-500">
+          <FileCode2 className="h-4 w-4 text-slate-400" />
+          postgresql
+        </div>
+      </div>
+
+      <label className="sr-only" htmlFor={editorId}>
+        SQL migration editor
+      </label>
+
+      <div className="grid grid-cols-[60px_minmax(0,1fr)]">
+        <div
+          ref={gutterRef}
+          aria-hidden="true"
+          className="max-h-[430px] overflow-hidden border-r border-slate-200 bg-[var(--bg-editor-muted)]"
+        >
+          <pre className="code-font m-0 px-4 py-4 text-right text-[12px] leading-6 text-slate-400">
+            {lineNumbers.map((line) => (
+              <div key={line}>{line}</div>
+            ))}
+          </pre>
+        </div>
+
+        <textarea
+          autoCapitalize="off"
+          autoComplete="off"
+          autoCorrect="off"
+          className="code-font h-[430px] w-full resize-none overflow-y-auto border-0 bg-white px-5 py-4 text-[1.02rem] leading-10 text-slate-950 outline-none placeholder:text-slate-400"
+          id={editorId}
+          onChange={(event) => onChange(event.target.value)}
+          onScroll={(event) => {
+            if (gutterRef.current) {
+              gutterRef.current.scrollTop = event.currentTarget.scrollTop;
+            }
+          }}
+          placeholder={placeholder}
+          spellCheck={false}
+          value={value}
+          wrap="off"
+        />
+      </div>
+    </div>
+  );
+}
diff --git a/kits/production-database-release-planner/apps/components/results/DeploymentStrategyTab.tsx b/kits/production-database-release-planner/apps/components/results/DeploymentStrategyTab.tsx
new file mode 100644
index 000000000..92b2c0217
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/DeploymentStrategyTab.tsx
@@ -0,0 +1,92 @@
+import type { RiskLevel, StrategyType } from "@/types/migrationPipeline";
+import DeploymentTimeline from "./DeploymentTimeline";
+import StatusBadge from "./StatusBadge";
+
+type DeploymentStrategyTabProps = {
+  estimatedDowntime: RiskLevel;
+  maintenanceWindowRequired: boolean;
+  recommendation: {
+    summary: string;
+    why: string;
+    best_practice: string;
+  };
+  strategy: StrategyType;
+  strategyTone: "green" | "amber" | "red";
+  toneMap: Record<RiskLevel, "gray" | "green" | "amber" | "red">;
+  deploymentOrder: string[];
+};
+
+export default function DeploymentStrategyTab({
+  estimatedDowntime,
+  maintenanceWindowRequired,
+  recommendation,
+  strategy,
+  strategyTone,
+  toneMap,
+  deploymentOrder,
+}: DeploymentStrategyTabProps) {
+  return (
+    <div className="space-y-4">
+      <div className="grid gap-4 sm:grid-cols-2 xl:grid-cols-3">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Strategy
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={strategyTone}>{strategy}</StatusBadge>
+          </div>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Maintenance Window Required
+          </p>
+          <p className="mt-2 text-sm font-semibold text-slate-900">
+            {maintenanceWindowRequired ? "Required" : "Not required"}
+          </p>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Estimated Downtime
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={toneMap[estimatedDowntime]}>
+              {estimatedDowntime === "UNKNOWN" ? "Unknown" : estimatedDowntime}
+            </StatusBadge>
+          </div>
+        </div>
+      </div>
+
+      <div className="grid gap-4 lg:grid-cols-[minmax(0,0.9fr)_minmax(0,1.1fr)]">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Deployment Order
+          </p>
+          <div className="mt-3">
+            <DeploymentTimeline steps={deploymentOrder} />
+          </div>
+        </div>
+
+        <div className="grid gap-4">
+          <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Recommendation
+            </p>
+            <p className="mt-3 text-sm leading-7 text-slate-700">{recommendation.summary}</p>
+          </div>
+          <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Why
+            </p>
+            <p className="mt-3 text-sm leading-7 text-slate-700">{recommendation.why}</p>
+          </div>
+          <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Best Practice
+            </p>
+            <p className="mt-3 text-sm leading-7 text-slate-700">{recommendation.best_practice}</p>
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/DeploymentTimeline.tsx b/kits/production-database-release-planner/apps/components/results/DeploymentTimeline.tsx
new file mode 100644
index 000000000..c37f7bedc
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/DeploymentTimeline.tsx
@@ -0,0 +1,28 @@
+import StatusBadge from "./StatusBadge";
+
+type DeploymentTimelineProps = {
+  steps: string[];
+};
+
+export default function DeploymentTimeline({ steps }: DeploymentTimelineProps) {
+  return (
+    <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+      <ol className="space-y-3">
+        {steps.map((step, index) => (
+          <li
+            key={`${step}-${index}`}
+            className="flex items-start gap-3 text-sm text-slate-700"
+          >
+            <div className="flex flex-col items-center pt-0.5">
+              <StatusBadge tone="blue">{index + 1}</StatusBadge>
+              {index < steps.length - 1 ? (
+                <span className="mt-2 h-full w-px flex-1 bg-slate-200" aria-hidden="true" />
+              ) : null}
+            </div>
+            <span className="pt-0.5 font-medium text-slate-900">{step}</span>
+          </li>
+        ))}
+      </ol>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/IntentScopeTab.tsx b/kits/production-database-release-planner/apps/components/results/IntentScopeTab.tsx
new file mode 100644
index 000000000..c45e8bc1b
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/IntentScopeTab.tsx
@@ -0,0 +1,117 @@
+import type { RiskLevel } from "@/types/migrationPipeline";
+import OperationList from "./OperationList";
+import StatusBadge from "./StatusBadge";
+
+type IntentScopeTabProps = {
+  operations: string[];
+  targetTables: string[];
+  targetColumns: string[][];
+  destructive: boolean;
+  dataLossPotential: RiskLevel;
+  explanation: string;
+};
+
+const riskToneMap: Record<RiskLevel, "gray" | "green" | "amber" | "red"> = {
+  LOW: "green",
+  MEDIUM: "amber",
+  HIGH: "red",
+  UNKNOWN: "gray",
+};
+
+export default function IntentScopeTab({
+  operations,
+  targetTables,
+  targetColumns,
+  destructive,
+  dataLossPotential,
+  explanation,
+}: IntentScopeTabProps) {
+  return (
+    <div className="space-y-4">
+      <div className="grid gap-4 xl:grid-cols-[minmax(0,1.2fr)_minmax(0,0.8fr)]">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Operations
+          </p>
+          <div className="mt-3">
+            <OperationList items={operations} emptyLabel="No operations" />
+          </div>
+        </div>
+
+        <div className="grid gap-4 sm:grid-cols-2 xl:grid-cols-1">
+          <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Destructive
+            </p>
+            <div className="mt-2">
+              <StatusBadge tone={destructive ? "red" : "green"}>
+                {destructive ? "YES" : "NO"}
+              </StatusBadge>
+            </div>
+          </div>
+          <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Data Loss Potential
+            </p>
+            <div className="mt-2">
+              <StatusBadge tone={riskToneMap[dataLossPotential]}>
+                {dataLossPotential === "UNKNOWN" ? "Unknown" : dataLossPotential}
+              </StatusBadge>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <div className="grid gap-4 lg:grid-cols-2">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Target Tables
+          </p>
+          <ul className="mt-3 space-y-2">
+            {targetTables.length > 0 ? (
+              targetTables.map((table, index) => (
+                <li key={`${table}-${index}`} className="text-sm text-slate-700">
+                  {index + 1}. {table}
+                </li>
+              ))
+            ) : (
+              <li className="text-sm text-slate-500">None</li>
+            )}
+          </ul>
+        </div>
+
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Target Columns
+          </p>
+          <div className="mt-3 space-y-3">
+            {targetColumns.length > 0 ? (
+              targetColumns.map((columns, index) => (
+                <div
+                  key={`${index}-${columns.join("-")}`}
+                  className="rounded-lg border border-slate-200 bg-slate-50 px-3 py-2"
+                >
+                  <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+                    Operation {index + 1}
+                  </p>
+                  <p className="mt-1 text-sm text-slate-700">
+                    {columns.length > 0 ? columns.join(", ") : "None"}
+                  </p>
+                </div>
+              ))
+            ) : (
+              <p className="text-sm text-slate-500">None</p>
+            )}
+          </div>
+        </div>
+      </div>
+
+      <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+        <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+          Explanation
+        </p>
+        <p className="mt-3 text-sm leading-7 text-slate-700">{explanation}</p>
+      </div>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/OperationList.tsx b/kits/production-database-release-planner/apps/components/results/OperationList.tsx
new file mode 100644
index 000000000..c3cd9c484
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/OperationList.tsx
@@ -0,0 +1,36 @@
+import StatusBadge from "./StatusBadge";
+
+type OperationListProps = {
+  items: string[];
+  emptyLabel?: string;
+};
+
+export default function OperationList({
+  items,
+  emptyLabel = "None",
+}: OperationListProps) {
+  if (items.length === 0) {
+    return (
+      <div className="rounded-xl border border-slate-200 bg-slate-50 px-4 py-3 text-sm text-slate-500">
+        {emptyLabel}
+      </div>
+    );
+  }
+
+  return (
+    <div className="overflow-hidden rounded-xl border border-slate-200 bg-white">
+      {items.map((item, index) => (
+        <div
+          key={`${item}-${index}`}
+          className="flex items-center justify-between gap-3 border-b border-slate-200 px-4 py-3 last:border-b-0"
+        >
+          <div className="flex items-center gap-3">
+            <StatusBadge tone="gray">{index + 1}</StatusBadge>
+            <span className="text-sm font-medium text-slate-900">{item}</span>
+          </div>
+          <span className="code-font text-[11px] text-slate-500">STEP {index + 1}</span>
+        </div>
+      ))}
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/ReleaseRollbackTab.tsx b/kits/production-database-release-planner/apps/components/results/ReleaseRollbackTab.tsx
new file mode 100644
index 000000000..e6f92cf15
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/ReleaseRollbackTab.tsx
@@ -0,0 +1,113 @@
+"use client";
+
+import { useState } from "react";
+import { Check, Copy } from "lucide-react";
+import StatusBadge from "./StatusBadge";
+
+type ReleaseRollbackTabProps = {
+  confidence: string;
+  confidenceTone: "gray" | "green" | "amber";
+  releaseStatus: string;
+  releaseTone: "green" | "amber" | "red";
+  rollbackOrder: string[];
+  rollbackPossible: boolean;
+  rollbackWarning: string;
+};
+
+export default function ReleaseRollbackTab({
+  confidence,
+  confidenceTone,
+  releaseStatus,
+  releaseTone,
+  rollbackOrder,
+  rollbackPossible,
+  rollbackWarning,
+}: ReleaseRollbackTabProps) {
+  const [copyState, setCopyState] = useState<"idle" | "copied">("idle");
+  const rollbackSql = rollbackOrder.join("\n");
+
+  const handleCopy = async () => {
+    if (!rollbackPossible || rollbackOrder.length === 0) {
+      return;
+    }
+
+    await navigator.clipboard.writeText(rollbackSql);
+    setCopyState("copied");
+    window.setTimeout(() => setCopyState("idle"), 1400);
+  };
+
+  return (
+    <div className="space-y-4">
+      <div className="grid gap-4 sm:grid-cols-2 xl:grid-cols-4">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Release Decision
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={releaseTone}>{releaseStatus}</StatusBadge>
+          </div>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Confidence
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={confidenceTone}>{confidence}</StatusBadge>
+          </div>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Rollback Possible
+          </p>
+          <p className="mt-2 text-sm font-semibold text-slate-900">
+            {rollbackPossible ? "YES" : "NO"}
+          </p>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Rollback Availability
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={rollbackPossible ? "green" : "red"}>
+              {rollbackPossible ? "AVAILABLE" : "NOT AVAILABLE"}
+            </StatusBadge>
+          </div>
+        </div>
+      </div>
+
+      {rollbackPossible ? (
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <div className="flex items-center justify-between gap-3">
+            <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+              Rollback Order
+            </p>
+            <button
+              className="inline-flex items-center gap-2 rounded-md border border-slate-200 bg-slate-50 px-3 py-1.5 text-xs font-semibold text-slate-700 transition hover:bg-slate-100"
+              onClick={handleCopy}
+              type="button"
+            >
+              {copyState === "copied" ? (
+                <Check className="h-3.5 w-3.5" />
+              ) : (
+                <Copy className="h-3.5 w-3.5" />
+              )}
+              {copyState === "copied" ? "Copied" : "Copy"}
+            </button>
+          </div>
+          <pre className="code-font mt-3 overflow-x-auto rounded-lg border border-slate-200 bg-slate-50 px-4 py-3 text-xs leading-6 text-slate-700">
+            <code>{rollbackSql || ""}</code>
+          </pre>
+        </div>
+      ) : (
+        <div className="rounded-xl border border-amber-200 bg-amber-50 px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-amber-700">
+            Rollback Warning
+          </p>
+          <p className="mt-3 text-sm leading-7 text-amber-900">
+            {rollbackWarning}
+          </p>
+        </div>
+      )}
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/ResultSummary.tsx b/kits/production-database-release-planner/apps/components/results/ResultSummary.tsx
new file mode 100644
index 000000000..94a4dee76
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/ResultSummary.tsx
@@ -0,0 +1,55 @@
+import StatusBadge from "./StatusBadge";
+
+type ResultSummaryProps = {
+  deploymentStrategy: string;
+  releaseStatus: string;
+  releaseTone: "green" | "amber" | "red";
+  rollbackAvailable: boolean;
+  rollbackTone: "green" | "amber" | "red";
+  riskLevel: string;
+  riskTone: "gray" | "green" | "amber" | "red";
+};
+
+function SummaryTile({
+  label,
+  tone,
+  value,
+}: {
+  label: string;
+  tone: "gray" | "green" | "amber" | "red" | "blue";
+  value: string;
+}) {
+  return (
+    <div className="rounded-xl border border-slate-200 bg-slate-50/70 px-4 py-3">
+      <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+        {label}
+      </p>
+      <div className="mt-2">
+        <StatusBadge tone={tone}>{value}</StatusBadge>
+      </div>
+    </div>
+  );
+}
+
+export default function ResultSummary({
+  deploymentStrategy,
+  releaseStatus,
+  releaseTone,
+  rollbackAvailable,
+  rollbackTone,
+  riskLevel,
+  riskTone,
+}: ResultSummaryProps) {
+  return (
+    <div className="grid gap-3 sm:grid-cols-2 xl:grid-cols-4">
+      <SummaryTile label="Release Status" tone={releaseTone} value={releaseStatus} />
+      <SummaryTile label="Risk Level" tone={riskTone} value={riskLevel} />
+      <SummaryTile label="Deployment Strategy" tone="blue" value={deploymentStrategy} />
+      <SummaryTile
+        label="Rollback Availability"
+        tone={rollbackTone}
+        value={rollbackAvailable ? "AVAILABLE" : "NOT AVAILABLE"}
+      />
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/RiskAnalysisTab.tsx b/kits/production-database-release-planner/apps/components/results/RiskAnalysisTab.tsx
new file mode 100644
index 000000000..9a8871050
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/RiskAnalysisTab.tsx
@@ -0,0 +1,68 @@
+import type { RiskLevel } from "@/types/migrationPipeline";
+import StatusBadge from "./StatusBadge";
+
+type RiskAnalysisTabProps = {
+  blockingRisk: RiskLevel;
+  lockType: string;
+  productionRisk: RiskLevel;
+  reasoning: string;
+  tableRewrite: boolean | "UNKNOWN";
+  toneMap: Record<RiskLevel, "gray" | "green" | "amber" | "red">;
+};
+
+export default function RiskAnalysisTab({
+  blockingRisk,
+  lockType,
+  productionRisk,
+  reasoning,
+  tableRewrite,
+  toneMap,
+}: RiskAnalysisTabProps) {
+  return (
+    <div className="space-y-4">
+      <div className="grid gap-4 sm:grid-cols-2 xl:grid-cols-4">
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Lock Type
+          </p>
+          <p className="mt-2 text-sm font-semibold text-slate-900">{lockType}</p>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Table Rewrite
+          </p>
+          <p className="mt-2 text-sm font-semibold text-slate-900">
+            {tableRewrite === "UNKNOWN" ? "UNKNOWN" : tableRewrite ? "YES" : "NO"}
+          </p>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Blocking Risk
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={toneMap[blockingRisk]}>
+              {blockingRisk === "UNKNOWN" ? "Unknown" : blockingRisk}
+            </StatusBadge>
+          </div>
+        </div>
+        <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+          <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+            Production Risk
+          </p>
+          <div className="mt-2">
+            <StatusBadge tone={toneMap[productionRisk]}>
+              {productionRisk === "UNKNOWN" ? "Unknown" : productionRisk}
+            </StatusBadge>
+          </div>
+        </div>
+      </div>
+
+      <div className="rounded-xl border border-slate-200 bg-white px-4 py-4">
+        <p className="text-[11px] font-semibold uppercase tracking-[0.08em] text-slate-500">
+          Reasoning
+        </p>
+        <p className="mt-3 text-sm leading-7 text-slate-700">{reasoning}</p>
+      </div>
+    </div>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/components/results/StatusBadge.tsx b/kits/production-database-release-planner/apps/components/results/StatusBadge.tsx
new file mode 100644
index 000000000..00e16193e
--- /dev/null
+++ b/kits/production-database-release-planner/apps/components/results/StatusBadge.tsx
@@ -0,0 +1,26 @@
+import type { ReactNode } from "react";
+
+type BadgeTone = "gray" | "green" | "amber" | "red" | "blue";
+
+type StatusBadgeProps = {
+  children: ReactNode;
+  tone: BadgeTone;
+};
+
+const toneClassMap: Record<BadgeTone, string> = {
+  gray: "border-slate-200 bg-slate-50 text-slate-600",
+  green: "border-emerald-200 bg-emerald-50 text-emerald-700",
+  amber: "border-amber-200 bg-amber-50 text-amber-700",
+  red: "border-rose-200 bg-rose-50 text-rose-700",
+  blue: "border-blue-200 bg-blue-50 text-blue-700",
+};
+
+export default function StatusBadge({ children, tone }: StatusBadgeProps) {
+  return (
+    <span
+      className={`inline-flex items-center rounded-md border px-2.5 py-1 text-xs font-semibold tracking-[0.04em] ${toneClassMap[tone]}`}
+    >
+      {children}
+    </span>
+  );
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/eslint.config.mjs b/kits/production-database-release-planner/apps/eslint.config.mjs
new file mode 100644
index 000000000..199c0ecf8
--- /dev/null
+++ b/kits/production-database-release-planner/apps/eslint.config.mjs
@@ -0,0 +1,16 @@
+import { defineConfig, globalIgnores } from "eslint/config";
+import nextVitals from "eslint-config-next/core-web-vitals";
+import nextTs from "eslint-config-next/typescript";
+
+const eslintConfig = defineConfig([
+  ...nextVitals,
+  ...nextTs,
+  globalIgnores([
+    ".next/**",
+    "out/**",
+    "build/**",
+    "next-env.d.ts",
+  ]),
+]);
+
+export default eslintConfig;
diff --git a/kits/production-database-release-planner/apps/lib/lamatic.ts b/kits/production-database-release-planner/apps/lib/lamatic.ts
new file mode 100644
index 000000000..01347f2f3
--- /dev/null
+++ b/kits/production-database-release-planner/apps/lib/lamatic.ts
@@ -0,0 +1,535 @@
+import "server-only";
+
+import type {
+  ConfidenceLevel,
+  MigrationPipelineResult,
+  ReleaseStatus,
+  RiskLevel,
+  StrategyType,
+} from "@/types/migrationPipeline";
+
+// The deployed Lamatic flow is triggered from the Chat Widget and expects
+// the user's text under the `chatMessage` field. Forward the editor SQL
+// as `chatMessage` so the flow receives the same logical input as the
+// Lamatic chatbot.
+export const LAMATIC_FLOW_INPUT_FIELD = "chatMessage" as const;
+
+type LamaticWorkflowResponse = {
+  data?: {
+    executeWorkflow?: {
+      result?: unknown;
+      status?: string;
+    };
+  };
+  errors?: Array<{ message?: string }>;
+};
+
+const riskLevels = new Set<RiskLevel>(["LOW", "MEDIUM", "HIGH", "UNKNOWN"]);
+const confidenceLevels = new Set<ConfidenceLevel>(["LOW", "MEDIUM", "HIGH"]);
+const releaseStatuses = new Set<ReleaseStatus>([
+  "APPROVE",
+  "APPROVE_WITH_CAUTION",
+  "REJECT",
+]);
+const strategyTypes = new Set<StrategyType>([
+  "DIRECT_MIGRATION",
+  "ONLINE_MIGRATION",
+  "PHASED_ROLLOUT",
+  "EXPAND_CONTRACT",
+]);
+const downtimeLevels = new Set<RiskLevel>(["LOW", "MEDIUM", "HIGH", "UNKNOWN"]);
+
+function isRecord(value: unknown): value is Record<string, unknown> {
+  return Boolean(value) && typeof value === "object" && !Array.isArray(value);
+}
+
+function parseMaybeJson(value: unknown): unknown {
+  if (typeof value !== "string") {
+    return value;
+  }
+
+  const stripped = value.replace(/^\$/, "").trim();
+
+  if (!stripped.startsWith("{") && !stripped.startsWith("[")) {
+    return stripped;
+  }
+
+  try {
+    return JSON.parse(stripped);
+  } catch {
+    return stripped;
+  }
+}
+
+function normalizeValue(value: unknown): unknown {
+  const parsed = parseMaybeJson(value);
+
+  if (Array.isArray(parsed)) {
+    return parsed.map((item) => normalizeValue(item));
+  }
+
+  if (isRecord(parsed)) {
+    return Object.fromEntries(
+      Object.entries(parsed).map(([key, entry]) => [key, normalizeValue(entry)]),
+    );
+  }
+
+  return parsed;
+}
+
+function coerceString(value: unknown, path: string): string {
+  const normalized = normalizeValue(value);
+
+  if (typeof normalized === "string") {
+    return normalized;
+  }
+
+  throw new Error(`Lamatic response is missing a string at ${path}.`);
+}
+
+function coerceBoolean(value: unknown, path: string): boolean {
+  const normalized = normalizeValue(value);
+
+  if (typeof normalized === "boolean") {
+    return normalized;
+  }
+
+  if (typeof normalized === "string") {
+    const lower = normalized.toLowerCase();
+
+    if (lower === "true") {
+      return true;
+    }
+
+    if (lower === "false") {
+      return false;
+    }
+  }
+
+  throw new Error(`Lamatic response is missing a boolean at ${path}.`);
+}
+
+function coerceBooleanOrUnknown(value: unknown, path: string): boolean | "UNKNOWN" {
+  const normalized = normalizeValue(value);
+
+  if (typeof normalized === "string" && normalized.toUpperCase() === "UNKNOWN") {
+    return "UNKNOWN";
+  }
+
+  return coerceBoolean(value, path);
+}
+
+function coerceEnum<T extends string>(
+  value: unknown,
+  allowed: Set<T>,
+  path: string,
+): T {
+  const normalized = coerceString(value, path) as T;
+
+  if (allowed.has(normalized)) {
+    return normalized;
+  }
+
+  throw new Error(`Lamatic response has an invalid value at ${path}: ${normalized}`);
+}
+
+function coerceStringArray(value: unknown, path: string): string[] {
+  const normalized = normalizeValue(value);
+
+  // The flow's LLM output collapses a single-item list to a bare string
+  // (e.g. "operations": "ADD COLUMN" instead of ["ADD COLUMN"]).
+  if (typeof normalized === "string") {
+    return [normalized];
+  }
+
+  if (!Array.isArray(normalized) || !normalized.every((item) => typeof item === "string")) {
+    throw new Error(`Lamatic response is missing a string array at ${path}.`);
+  }
+
+  return normalized;
+}
+
+function coerceNestedStringArrays(value: unknown, path: string): string[][] {
+  const normalized = normalizeValue(value);
+
+  // The flow's LLM output collapses a single table's column list to a flat
+  // array (e.g. "target_columns": ["age"] instead of [["age"]]).
+  if (typeof normalized === "string") {
+    return [[normalized]];
+  }
+
+  if (Array.isArray(normalized) && normalized.every((item) => typeof item === "string")) {
+    return [normalized];
+  }
+
+  if (
+    !Array.isArray(normalized) ||
+    !normalized.every(
+      (item) => Array.isArray(item) && item.every((entry) => typeof entry === "string"),
+    )
+  ) {
+    throw new Error(`Lamatic response is missing a nested string array at ${path}.`);
+  }
+
+  return normalized;
+}
+
+function extractWorkflowResult(value: unknown): unknown {
+  if (!isRecord(value)) {
+    return value;
+  }
+
+  return (
+    value.result ??
+    value.output ??
+    value.data ??
+    value.answer ??
+    value.executeWorkflow ??
+    value
+  );
+}
+
+function extractJsonObjectsFromText(value: string): unknown[] {
+  const objects: unknown[] = [];
+  let depth = 0;
+  let startIndex = -1;
+  let inString = false;
+  let escaping = false;
+
+  for (let index = 0; index < value.length; index += 1) {
+    const char = value[index];
+
+    if (inString) {
+      if (escaping) {
+        escaping = false;
+        continue;
+      }
+
+      if (char === "\\") {
+        escaping = true;
+        continue;
+      }
+
+      if (char === "\"") {
+        inString = false;
+      }
+
+      continue;
+    }
+
+    if (char === "\"") {
+      inString = true;
+      continue;
+    }
+
+    if (char === "{") {
+      if (depth === 0) {
+        startIndex = index;
+      }
+
+      depth += 1;
+      continue;
+    }
+
+    if (char === "}") {
+      depth -= 1;
+
+      if (depth === 0 && startIndex >= 0) {
+        const candidate = value.slice(startIndex, index + 1);
+
+        try {
+          objects.push(JSON.parse(candidate));
+        } catch {
+          // Ignore invalid fragments and keep scanning.
+        }
+
+        startIndex = -1;
+      }
+    }
+  }
+
+  return objects;
+}
+
+function mergeJsonObjects(objects: unknown[]): unknown {
+  let merged: Record<string, unknown> | undefined;
+
+  for (const object of objects) {
+    if (!isRecord(object)) {
+      continue;
+    }
+
+    merged = { ...merged, ...object };
+  }
+
+  return merged ?? objects[objects.length - 1];
+}
+
+function resolveResultPayload(result: unknown): unknown {
+  const extracted = extractWorkflowResult(result);
+
+  if (isRecord(extracted) && typeof extracted.content === "string") {
+    const objects = extractJsonObjectsFromText(extracted.content);
+
+    // The flow streams its answer as a sequence of top-level JSON objects in
+    // `content`. Usually each one is a cumulative superset of the last, but
+    // some runs instead emit a smaller delta-style final object (e.g. just
+    // the newly-added section). Taking only the last object would silently
+    // drop earlier fields (like `is_destructive`) in that case, so merge all
+    // of them in order instead — a no-op for the cumulative pattern, and
+    // correct for the delta pattern.
+    if (objects.length > 0) {
+      return mergeJsonObjects(objects);
+    }
+  }
+
+  return extracted;
+}
+
+function cleanEnvValue(value: string | undefined): string {
+  return value?.trim().replace(/^['"]+|['"]+$/g, "") ?? "";
+}
+
+const EXECUTE_WORKFLOW_QUERY = `
+  query ExecuteWorkflow($workflowId: String!, $payload: JSON!) {
+    executeWorkflow(workflowId: $workflowId, payload: $payload) {
+      status
+      result
+    }
+  }
+`;
+
+async function invokeLamaticEndpoint(
+  endpoint: string,
+  flowId: string,
+  sql: string,
+  apiKey: string,
+  projectId: string,
+): Promise<unknown> {
+  const response = await fetch(endpoint, {
+    method: "POST",
+    headers: {
+      Authorization: `Bearer ${apiKey}`,
+      "Content-Type": "application/json",
+      "x-project-id": projectId,
+    },
+    body: JSON.stringify({
+      query: EXECUTE_WORKFLOW_QUERY,
+      variables: {
+        workflowId: flowId,
+        payload: { [LAMATIC_FLOW_INPUT_FIELD]: sql },
+      },
+    }),
+  });
+
+  const rawText = await response.text();
+  const trimmedText = rawText.trim();
+
+  let parsed: LamaticWorkflowResponse | null = null;
+
+  if (trimmedText) {
+    try {
+      parsed = JSON.parse(trimmedText) as LamaticWorkflowResponse;
+    } catch {
+      parsed = null;
+    }
+  }
+
+  if (!response.ok) {
+    const upstreamMessage =
+      parsed?.errors?.map((error) => error?.message).filter(Boolean).join("; ") ||
+      (trimmedText.startsWith("<")
+        ? "Lamatic returned HTML instead of JSON."
+        : trimmedText || "Lamatic returned an unsuccessful response.");
+
+    throw new Error(`Lamatic request failed (${response.status}) at ${endpoint}: ${upstreamMessage}`);
+  }
+
+  if (!parsed) {
+    throw new Error(`Lamatic returned an invalid non-JSON response from ${endpoint}.`);
+  }
+
+  if (Array.isArray(parsed.errors) && parsed.errors.length > 0) {
+    throw new Error(
+      parsed.errors.map((entry) => entry?.message).filter(Boolean).join("; ") ||
+        "Lamatic returned GraphQL errors.",
+    );
+  }
+
+  if (parsed.data?.executeWorkflow?.status === "error") {
+    throw new Error("Lamatic workflow execution failed.");
+  }
+
+  return parsed.data?.executeWorkflow?.result;
+}
+
+function parseMigrationResult(rawResult: unknown): MigrationPipelineResult {
+  const result = normalizeValue(resolveResultPayload(rawResult));
+
+  if (!isRecord(result)) {
+    throw new Error("Lamatic returned an unexpected response shape.");
+  }
+
+  return {
+    operations: coerceStringArray(result.operations, "operations"),
+    target_table: coerceStringArray(result.target_table, "target_table"),
+    target_columns: coerceNestedStringArrays(result.target_columns, "target_columns"),
+    is_destructive: coerceBoolean(result.is_destructive, "is_destructive"),
+    data_loss_potential: coerceEnum(result.data_loss_potential, riskLevels, "data_loss_potential"),
+    explanation: coerceString(result.explanation, "explanation"),
+    behavior_analysis: {
+      blocking_risk: coerceEnum(
+        result.behavior_analysis && isRecord(result.behavior_analysis)
+          ? result.behavior_analysis.blocking_risk
+          : undefined,
+        riskLevels,
+        "behavior_analysis.blocking_risk",
+      ),
+      lock_type: coerceString(
+        result.behavior_analysis && isRecord(result.behavior_analysis)
+          ? result.behavior_analysis.lock_type
+          : undefined,
+        "behavior_analysis.lock_type",
+      ),
+      production_risk: coerceEnum(
+        result.behavior_analysis && isRecord(result.behavior_analysis)
+          ? result.behavior_analysis.production_risk
+          : undefined,
+        riskLevels,
+        "behavior_analysis.production_risk",
+      ),
+      reasoning: coerceString(
+        result.behavior_analysis && isRecord(result.behavior_analysis)
+          ? result.behavior_analysis.reasoning
+          : undefined,
+        "behavior_analysis.reasoning",
+      ),
+      table_rewrite: coerceBooleanOrUnknown(
+        result.behavior_analysis && isRecord(result.behavior_analysis)
+          ? result.behavior_analysis.table_rewrite
+          : undefined,
+        "behavior_analysis.table_rewrite",
+      ),
+    },
+    deployment_strategy: {
+      deployment_order: coerceStringArray(
+        result.deployment_strategy && isRecord(result.deployment_strategy)
+          ? result.deployment_strategy.deployment_order
+          : undefined,
+        "deployment_strategy.deployment_order",
+      ),
+      estimated_downtime: coerceEnum(
+        result.deployment_strategy && isRecord(result.deployment_strategy)
+          ? result.deployment_strategy.estimated_downtime
+          : undefined,
+        downtimeLevels,
+        "deployment_strategy.estimated_downtime",
+      ),
+      maintenance_window_required: coerceBoolean(
+        result.deployment_strategy && isRecord(result.deployment_strategy)
+          ? result.deployment_strategy.maintenance_window_required
+          : undefined,
+        "deployment_strategy.maintenance_window_required",
+      ),
+      recommendation: {
+        best_practice: coerceString(
+          result.deployment_strategy &&
+            isRecord(result.deployment_strategy) &&
+            isRecord(result.deployment_strategy.recommendation)
+            ? result.deployment_strategy.recommendation.best_practice
+            : undefined,
+          "deployment_strategy.recommendation.best_practice",
+        ),
+        summary: coerceString(
+          result.deployment_strategy &&
+            isRecord(result.deployment_strategy) &&
+            isRecord(result.deployment_strategy.recommendation)
+            ? result.deployment_strategy.recommendation.summary
+            : undefined,
+          "deployment_strategy.recommendation.summary",
+        ),
+        why: coerceString(
+          result.deployment_strategy &&
+            isRecord(result.deployment_strategy) &&
+            isRecord(result.deployment_strategy.recommendation)
+            ? result.deployment_strategy.recommendation.why
+            : undefined,
+          "deployment_strategy.recommendation.why",
+        ),
+      },
+      strategy: coerceEnum(
+        result.deployment_strategy && isRecord(result.deployment_strategy)
+          ? result.deployment_strategy.strategy
+          : undefined,
+        strategyTypes,
+        "deployment_strategy.strategy",
+      ),
+    },
+    release_plan: {
+      release_decision: {
+        confidence: coerceEnum(
+          result.release_plan &&
+            isRecord(result.release_plan) &&
+            isRecord(result.release_plan.release_decision)
+            ? result.release_plan.release_decision.confidence
+            : undefined,
+          confidenceLevels,
+          "release_plan.release_decision.confidence",
+        ),
+        status: coerceEnum(
+          result.release_plan &&
+            isRecord(result.release_plan) &&
+            isRecord(result.release_plan.release_decision)
+            ? result.release_plan.release_decision.status
+            : undefined,
+          releaseStatuses,
+          "release_plan.release_decision.status",
+        ),
+      },
+      rollback_strategy: {
+        rollback_order: coerceStringArray(
+          result.release_plan &&
+            isRecord(result.release_plan) &&
+            isRecord(result.release_plan.rollback_strategy)
+            ? result.release_plan.rollback_strategy.rollback_order
+            : undefined,
+          "release_plan.rollback_strategy.rollback_order",
+        ),
+        rollback_possible: coerceBoolean(
+          result.release_plan &&
+            isRecord(result.release_plan) &&
+            isRecord(result.release_plan.rollback_strategy)
+            ? result.release_plan.rollback_strategy.rollback_possible
+            : undefined,
+          "release_plan.rollback_strategy.rollback_possible",
+        ),
+        rollback_warning: coerceString(
+          result.release_plan &&
+            isRecord(result.release_plan) &&
+            isRecord(result.release_plan.rollback_strategy)
+            ? result.release_plan.rollback_strategy.rollback_warning
+            : undefined,
+          "release_plan.rollback_strategy.rollback_warning",
+        ),
+      },
+    },
+  };
+}
+
+export async function runLamaticMigrationAnalysis(sql: string): Promise<MigrationPipelineResult> {
+  const endpoint = cleanEnvValue(
+    process.env.LAMATIC_API_URL ?? process.env.LAMATIC_PROJECT_ENDPOINT,
+  ).replace(/\/+$/, "");
+  const projectId = cleanEnvValue(process.env.LAMATIC_PROJECT_ID);
+  const apiKey = cleanEnvValue(process.env.LAMATIC_API_KEY);
+  const flowId = cleanEnvValue(process.env.LAMATIC_FLOW_ID);
+
+  if (!endpoint || !projectId || !apiKey || !flowId) {
+    throw new Error(
+      "Lamatic server configuration is incomplete. Set LAMATIC_API_URL (or LAMATIC_PROJECT_ENDPOINT), LAMATIC_PROJECT_ID, LAMATIC_FLOW_ID, and LAMATIC_API_KEY on the server.",
+    );
+  }
+
+  const result = await invokeLamaticEndpoint(endpoint, flowId, sql, apiKey, projectId);
+  return parseMigrationResult(result);
+}
diff --git a/kits/production-database-release-planner/apps/lib/pipeline.ts b/kits/production-database-release-planner/apps/lib/pipeline.ts
new file mode 100644
index 000000000..0bef46325
--- /dev/null
+++ b/kits/production-database-release-planner/apps/lib/pipeline.ts
@@ -0,0 +1,75 @@
+import type { MigrationPipelineResult } from "@/types/migrationPipeline";
+
+export type PipelineNodeStatus = "IDLE" | "RUNNING" | "COMPLETED" | "ERROR";
+
+export type PipelineNodeState = {
+  id: string;
+  label: string;
+  summary: string | null;
+  title: string;
+  status: PipelineNodeStatus;
+};
+
+const pipelineNodeDefinitions = [
+  {
+    id: "node-1",
+    label: "Node 1",
+    title: "Migration Intent Extractor",
+  },
+  {
+    id: "node-2",
+    label: "Node 2",
+    title: "Lock & Behavior Evaluator",
+  },
+  {
+    id: "node-3",
+    label: "Node 3",
+    title: "Deployment Strategy Planner",
+  },
+  {
+    id: "node-4",
+    label: "Node 4",
+    title: "Release Decision & Rollback",
+  },
+] as const;
+
+export function createIdlePipelineNodes(): PipelineNodeState[] {
+  return pipelineNodeDefinitions.map((node) => ({
+    ...node,
+    status: "IDLE",
+    summary: null,
+  }));
+}
+
+export function buildPipelineSummaries(
+  result: MigrationPipelineResult,
+): string[] {
+  const operationCount = result.operations.length;
+  const operationLabel = operationCount === 1 ? "operation" : "operations";
+
+  return [
+    `${operationCount} ${operationLabel} detected`,
+    `${result.behavior_analysis.lock_type} - ${result.behavior_analysis.blocking_risk}`,
+    result.deployment_strategy.strategy,
+    `${result.release_plan.release_decision.status} - ${result.release_plan.release_decision.confidence}`,
+  ];
+}
+
+export function setPipelineNodeState(
+  nodes: PipelineNodeState[],
+  index: number,
+  status: PipelineNodeStatus,
+  summary: string | null,
+): PipelineNodeState[] {
+  return nodes.map((node, nodeIndex) => {
+    if (nodeIndex !== index) {
+      return node;
+    }
+
+    return {
+      ...node,
+      status,
+      summary,
+    };
+  });
+}
diff --git a/kits/production-database-release-planner/apps/lib/presets.ts b/kits/production-database-release-planner/apps/lib/presets.ts
new file mode 100644
index 000000000..a5e1a5b94
--- /dev/null
+++ b/kits/production-database-release-planner/apps/lib/presets.ts
@@ -0,0 +1,41 @@
+export type SqlPreset = {
+  accent: "amber" | "indigo" | "rose" | "sky";
+  filename: string;
+  id: string;
+  sql: string;
+  summary: string;
+  title: string;
+};
+
+export const presetDefinitions = [
+  {
+    accent: "amber",
+    filename: "mixed-migration.sql",
+    id: "mixed-migration",
+    summary: "Multi-step migration combining additive and destructive changes.",
+    title: "Mixed Migration",
+  },
+  {
+    accent: "indigo",
+    filename: "simple-add-column.sql",
+    id: "simple-add-column",
+    summary: "Single-table change for extending an existing production schema.",
+    title: "Simple Add Column",
+  },
+  {
+    accent: "sky",
+    filename: "create-index.sql",
+    id: "create-index",
+    summary: "Index-focused DDL for performance-sensitive release planning.",
+    title: "Create Index",
+  },
+  {
+    accent: "rose",
+    filename: "drop-table.sql",
+    id: "drop-table",
+    summary: "Destructive schema operation that benefits from explicit review.",
+    title: "Drop Table",
+  },
+] satisfies Omit<SqlPreset, "sql">[];
+
+export const initialSampleFile = "simple-add-column.sql";
diff --git a/kits/production-database-release-planner/apps/next-env.d.ts b/kits/production-database-release-planner/apps/next-env.d.ts
new file mode 100644
index 000000000..c4b7818fb
--- /dev/null
+++ b/kits/production-database-release-planner/apps/next-env.d.ts
@@ -0,0 +1,6 @@
+/// <reference types="next" />
+/// <reference types="next/image-types/global" />
+import "./.next/dev/types/routes.d.ts";
+
+// NOTE: This file should not be edited
+// see https://nextjs.org/docs/app/api-reference/config/typescript for more information.
diff --git a/kits/production-database-release-planner/apps/next.config.ts b/kits/production-database-release-planner/apps/next.config.ts
new file mode 100644
index 000000000..cb651cdc0
--- /dev/null
+++ b/kits/production-database-release-planner/apps/next.config.ts
@@ -0,0 +1,5 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {};
+
+export default nextConfig;
diff --git a/kits/production-database-release-planner/apps/package-lock.json b/kits/production-database-release-planner/apps/package-lock.json
new file mode 100644
index 000000000..03941fd83
--- /dev/null
+++ b/kits/production-database-release-planner/apps/package-lock.json
@@ -0,0 +1,6725 @@
+{
+  "name": "production-database-release-planner-app",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "production-database-release-planner-app",
+      "version": "0.1.0",
+      "dependencies": {
+        "lamatic": "^0.3.2",
+        "lucide-react": "^1.24.0",
+        "next": "16.2.10",
+        "react": "19.2.4",
+        "react-dom": "19.2.4"
+      },
+      "devDependencies": {
+        "@tailwindcss/postcss": "^4",
+        "@types/node": "^20",
+        "@types/react": "^19",
+        "@types/react-dom": "^19",
+        "eslint": "^9",
+        "eslint-config-next": "16.2.10",
+        "tailwindcss": "^4",
+        "typescript": "^5"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.7.tgz",
+      "integrity": "sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.29.7",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.7.tgz",
+      "integrity": "sha512-locTkQyKvwIEgBzVrn8693ebc97F2U8ZHjbXwDXJ5Fn2TCpNwTlKcaKLkdHop5c/icOFE7qt7Q9JC5hnKNa6Gg==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/core": {
+      "version": "7.29.7",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.7.tgz",
+      "integrity": "sha512-RgHBCvtjbOK2gXSNBNIkNoEc9qoVEtau3hj8gEqKQuL3HZAibKarWFEI3Lfm6EYKkLalOh8eSrj9b+ch9H/VBA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.7",
+        "@babel/generator": "^7.29.7",
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+        "call-bind": "^1.0.9",
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+      }
+    },
+    "node_modules/word-wrap": {
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.0.0"
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+}
diff --git a/kits/production-database-release-planner/apps/package.json b/kits/production-database-release-planner/apps/package.json
new file mode 100644
index 000000000..aa0499fe5
--- /dev/null
+++ b/kits/production-database-release-planner/apps/package.json
@@ -0,0 +1,28 @@
+{
+  "name": "production-database-release-planner-app",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "eslint"
+  },
+  "dependencies": {
+    "lucide-react": "^1.24.0",
+    "lamatic": "^0.3.2",
+    "next": "16.2.10",
+    "react": "19.2.4",
+    "react-dom": "19.2.4"
+  },
+  "devDependencies": {
+    "@tailwindcss/postcss": "^4",
+    "@types/node": "^20",
+    "@types/react": "^19",
+    "@types/react-dom": "^19",
+    "eslint": "^9",
+    "eslint-config-next": "16.2.10",
+    "tailwindcss": "^4",
+    "typescript": "^5"
+  }
+}
diff --git a/kits/production-database-release-planner/apps/postcss.config.mjs b/kits/production-database-release-planner/apps/postcss.config.mjs
new file mode 100644
index 000000000..61e36849c
--- /dev/null
+++ b/kits/production-database-release-planner/apps/postcss.config.mjs
@@ -0,0 +1,7 @@
+const config = {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};
+
+export default config;
diff --git a/kits/production-database-release-planner/apps/services/migrationPipeline.ts b/kits/production-database-release-planner/apps/services/migrationPipeline.ts
new file mode 100644
index 000000000..8c02c4ef7
--- /dev/null
+++ b/kits/production-database-release-planner/apps/services/migrationPipeline.ts
@@ -0,0 +1,42 @@
+import type { MigrationPipelineResult } from "@/types/migrationPipeline";
+
+export async function runMigrationPipeline(
+  sql: string,
+): Promise<MigrationPipelineResult> {
+  const response = await fetch("/api/analyze-migration", {
+    method: "POST",
+    headers: {
+      "Content-Type": "application/json",
+    },
+    body: JSON.stringify({ sql }),
+  });
+
+  const rawText = await response.text();
+  const trimmedText = rawText.trim();
+
+  let parsed: unknown = null;
+
+  if (trimmedText) {
+    try {
+      parsed = JSON.parse(trimmedText) as unknown;
+    } catch {
+      parsed = null;
+    }
+  }
+
+  if (!response.ok) {
+    const message =
+      parsed && typeof parsed === "object" && "error" in parsed &&
+      typeof (parsed as { error?: unknown }).error === "string"
+        ? (parsed as { error: string }).error
+        : `Migration analysis failed (${response.status}).`;
+
+    throw new Error(message);
+  }
+
+  if (!parsed || typeof parsed !== "object") {
+    throw new Error("Migration analysis returned an invalid response.");
+  }
+
+  return parsed as MigrationPipelineResult;
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/tsconfig.json b/kits/production-database-release-planner/apps/tsconfig.json
new file mode 100644
index 000000000..705f5ce5e
--- /dev/null
+++ b/kits/production-database-release-planner/apps/tsconfig.json
@@ -0,0 +1,33 @@
+{
+  "compilerOptions": {
+    "target": "ES2017",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "react-jsx",
+    "incremental": true,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts",
+    ".next/dev/types/**/*.ts"
+  ],
+  "exclude": ["node_modules"]
+}
diff --git a/kits/production-database-release-planner/apps/tsconfig.tsbuildinfo b/kits/production-database-release-planner/apps/tsconfig.tsbuildinfo
new file mode 100644
index 000000000..f99d035b9
--- /dev/null
+++ b/kits/production-database-release-planner/apps/tsconfig.tsbuildinfo
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/kits/production-database-release-planner/apps/types/migrationPipeline.ts b/kits/production-database-release-planner/apps/types/migrationPipeline.ts
new file mode 100644
index 000000000..0d9a0226c
--- /dev/null
+++ b/kits/production-database-release-planner/apps/types/migrationPipeline.ts
@@ -0,0 +1,46 @@
+export type ReleaseStatus = "APPROVE" | "APPROVE_WITH_CAUTION" | "REJECT";
+export type RiskLevel = "LOW" | "MEDIUM" | "HIGH" | "UNKNOWN";
+export type ConfidenceLevel = "LOW" | "MEDIUM" | "HIGH";
+export type StrategyType =
+  | "DIRECT_MIGRATION"
+  | "ONLINE_MIGRATION"
+  | "PHASED_ROLLOUT"
+  | "EXPAND_CONTRACT";
+
+export type MigrationPipelineResult = {
+  behavior_analysis: {
+    blocking_risk: RiskLevel;
+    lock_type: string;
+    production_risk: RiskLevel;
+    reasoning: string;
+    table_rewrite: boolean | "UNKNOWN";
+  };
+  data_loss_potential: RiskLevel;
+  deployment_strategy: {
+    deployment_order: string[];
+    estimated_downtime: RiskLevel;
+    maintenance_window_required: boolean;
+    recommendation: {
+      best_practice: string;
+      summary: string;
+      why: string;
+    };
+    strategy: StrategyType;
+  };
+  explanation: string;
+  is_destructive: boolean;
+  operations: string[];
+  release_plan: {
+    release_decision: {
+      confidence: ConfidenceLevel;
+      status: ReleaseStatus;
+    };
+    rollback_strategy: {
+      rollback_order: string[];
+      rollback_possible: boolean;
+      rollback_warning: string;
+    };
+  };
+  target_columns: string[][];
+  target_table: string[];
+};
\ No newline at end of file
diff --git a/kits/production-database-release-planner/assets/diagrams/architecture.svg b/kits/production-database-release-planner/assets/diagrams/architecture.svg
new file mode 100644
index 000000000..48d98dfdc
--- /dev/null
+++ b/kits/production-database-release-planner/assets/diagrams/architecture.svg
@@ -0,0 +1,83 @@
+<svg width="980" height="1300" viewBox="0 0 980 1300" xmlns="http://www.w3.org/2000/svg" role="img">
+<title>AI Database Release Planner architecture</title>
+<desc>Sequential multi-agent pipeline with explicit JSON enrichment stages: SQL migration input flows through migration JSON, behavior JSON, deployment JSON, and the final release report.</desc>
+<defs>
+<marker id="arrow" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="7" markerHeight="7" orient="auto-start-reverse"><path d="M2 1L8 5L2 9" fill="none" stroke="#64748b" stroke-width="1.6" stroke-linecap="round" stroke-linejoin="round"/></marker>
+</defs>
+<rect width="980" height="1300" fill="#ffffff"/>
+<style>
+.title{font:700 22px -apple-system,Segoe UI,Roboto,sans-serif;fill:#0f172a}
+.sub{font:400 12px -apple-system,Segoe UI,Roboto,sans-serif;fill:#475569}
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+.agent{fill:#f1f5f9;stroke:#64748b}
+.artifact{fill:#fef3c7;stroke:#d97706}
+.final{fill:#dcfce7;stroke:#16a34a}
+</style>
+
+<text class="title" x="40" y="42">AI Database Release Planner</text>
+<text class="sub" x="40" y="64">Sequential multi-agent release review with explicit JSON enrichment between stages</text>
+
+<line x1="490" y1="174" x2="490" y2="246" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="316" x2="490" y2="388" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="458" x2="490" y2="530" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="600" x2="490" y2="672" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="742" x2="490" y2="814" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="884" x2="490" y2="956" class="arr" marker-end="url(#arrow)"/>
+<line x1="490" y1="1026" x2="490" y2="1098" class="arr" marker-end="url(#arrow)"/>
+
+<g>
+<rect x="160" y="90" width="660" height="84" rx="12" class="input" stroke-width="1"/>
+<text class="head" x="490" y="125" text-anchor="middle">SQL Migration Input</text>
+<text class="body" x="490" y="147" text-anchor="middle">Source migration script</text>
+</g>
+
+<g>
+<rect x="160" y="246" width="660" height="84" rx="12" class="agent" stroke-width="1"/>
+<text class="head" x="490" y="281" text-anchor="middle">Migration Understanding Agent</text>
+<text class="body" x="490" y="303" text-anchor="middle">Produces migration JSON summary</text>
+</g>
+
+<g>
+<rect x="220" y="388" width="540" height="84" rx="12" class="artifact" stroke-width="1"/>
+<text class="head" x="490" y="423" text-anchor="middle">Migration JSON</text>
+<text class="body" x="490" y="445" text-anchor="middle">Schema operations, affected tables, destructive changes</text>
+</g>
+
+<g>
+<rect x="160" y="530" width="660" height="84" rx="12" class="agent" stroke-width="1"/>
+<text class="head" x="490" y="565" text-anchor="middle">Database Behavior Evaluator</text>
+<text class="body" x="490" y="587" text-anchor="middle">Appends PostgreSQL runtime behavior analysis</text>
+</g>
+
+<g>
+<rect x="220" y="672" width="540" height="84" rx="12" class="artifact" stroke-width="1"/>
+<text class="head" x="490" y="707" text-anchor="middle">Behavior JSON</text>
+<text class="body" x="490" y="729" text-anchor="middle">Locks, rewrites, blocking risk, production risk</text>
+</g>
+
+<g>
+<rect x="160" y="814" width="660" height="84" rx="12" class="agent" stroke-width="1"/>
+<text class="head" x="490" y="849" text-anchor="middle">Deployment Strategy Planner</text>
+<text class="body" x="490" y="871" text-anchor="middle">Appends release order and downtime guidance</text>
+</g>
+
+<g>
+<rect x="220" y="956" width="540" height="84" rx="12" class="artifact" stroke-width="1"/>
+<text class="head" x="490" y="991" text-anchor="middle">Deployment JSON</text>
+<text class="body" x="490" y="1013" text-anchor="middle">Safest deployment approach, maintenance window, rollback notes</text>
+</g>
+
+<g>
+<rect x="160" y="1098" width="660" height="84" rx="12" class="final" stroke-width="1"/>
+<text class="head" x="490" y="1130" text-anchor="middle">Release Decision &amp; Rollback Advisor</text>
+<text class="body" x="490" y="1152" text-anchor="middle">Final Release Report + Rollback Strategy + Deployment Recommendation</text>
+</g>
+
+<g>
+<rect x="90" y="1226" width="800" height="42" rx="10" fill="#f8fafc" stroke="#cbd5e1" stroke-width="1"/>
+<text class="body" x="490" y="1252" text-anchor="middle">Each agent enriches the previous JSON without modifying earlier outputs, ensuring traceability and separation of concerns.</text>
+</g>
+</svg>
\ No newline at end of file
diff --git a/kits/production-database-release-planner/docs/architecture.md b/kits/production-database-release-planner/docs/architecture.md
new file mode 100644
index 000000000..afa2293a9
--- /dev/null
+++ b/kits/production-database-release-planner/docs/architecture.md
@@ -0,0 +1,149 @@
+# AI Database Release Planner
+
+## Overview
+
+AI Database Release Planner is a multi-agent system for analyzing SQL database migrations and producing production-oriented release recommendations. It is designed to help teams understand the technical impact of a migration, assess runtime risk, and arrive at a release decision with rollback guidance.
+
+## Problem Statement
+
+Database migrations can introduce destructive changes, lock contention, table rewrites, downtime risk, and other production concerns that are not obvious from the SQL migration alone. This project addresses the need to evaluate those risks before a release is approved, so teams can make safer deployment decisions with a structured and repeatable process.
+
+## High-Level Architecture
+
+The system is divided into multiple agents because each stage answers a different question about the same migration. Separating the work keeps each agent focused on one responsibility, reduces overlap between stages, and makes the output easier to validate. The architecture also allows each agent to enrich the same JSON artifact in sequence without requiring earlier agents to solve later-stage concerns.
+
+## System Pipeline
+
+The pipeline begins with a SQL migration and ends with a final release report. First, the Migration Understanding Agent converts the migration into a structured JSON summary. Next, the Database Behavior Evaluator adds PostgreSQL runtime behavior analysis. Then, the Deployment Strategy Planner appends deployment recommendations, including release ordering and downtime considerations. Finally, the Release Decision & Rollback Advisor evaluates the accumulated information and produces the final release report.
+
+## Agent Responsibilities
+
+### Migration Understanding Agent
+
+Purpose: Parse SQL migrations and create a structured representation of what changed.
+
+Input: SQL migration.
+
+Output: Migration JSON summary.
+
+Responsibilities:
+- Extract schema operations.
+- Identify affected tables and columns.
+- Detect destructive operations.
+- Produce a structured JSON summary.
+
+What it intentionally does NOT do:
+- It does not evaluate PostgreSQL runtime behavior.
+- It does not recommend deployment strategy.
+- It does not make the final release decision.
+
+### Database Behavior Evaluator
+
+Purpose: Assess how the migration is likely to behave at runtime in PostgreSQL.
+
+Input: Migration JSON.
+
+Output: Behavior JSON with `behavior_analysis` appended.
+
+Responsibilities:
+- Analyze PostgreSQL runtime behavior.
+- Evaluate locks.
+- Detect table rewrites.
+- Estimate blocking risk.
+- Estimate production risk.
+
+What it intentionally does NOT do:
+- It does not re-parse the SQL migration.
+- It does not choose the deployment strategy.
+- It does not approve or reject the release.
+
+### Deployment Strategy Planner
+
+Purpose: Recommend the safest deployment approach for the evaluated migration.
+
+Input: Behavior JSON.
+
+Output: Deployment JSON with `deployment_strategy` appended.
+
+Responsibilities:
+- Recommend the safest deployment strategy.
+- Decide deployment order.
+- Estimate downtime.
+- Suggest maintenance window requirements.
+
+What it intentionally does NOT do:
+- It does not rewrite the earlier analysis.
+- It does not reassess PostgreSQL runtime behavior from scratch.
+- It does not make the final release decision.
+
+### Release Decision & Rollback Advisor
+
+Purpose: Produce the final release recommendation and rollback guidance.
+
+Input: Deployment JSON.
+
+Output: Final Release Report with `release_plan` appended.
+
+Responsibilities:
+- Make the final release decision.
+- Determine approval status.
+- Recommend rollback strategy.
+
+What it intentionally does NOT do:
+- It does not replace the earlier analysis stages.
+- It does not recalculate deployment strategy.
+- It does not alter prior JSON content.
+
+## Data Flow
+
+Each agent receives the JSON produced by the previous stage and appends its own result without modifying earlier outputs. This preserves traceability across the pipeline and keeps the analysis chain readable from start to finish. The data flow is cumulative: SQL migration to migration JSON, then behavior JSON, then deployment JSON, and finally the release report.
+
+## Design Principles
+
+- Single Responsibility Principle: each agent performs one clearly bounded task.
+- Separation of Concerns: schema analysis, runtime behavior assessment, deployment planning, and release approval are isolated from one another.
+- Immutable JSON enrichment: each stage appends new information rather than rewriting prior stage output.
+- Sequential pipeline architecture: later decisions depend on earlier findings in a fixed order.
+- Consistent structured outputs: each stage follows the same defined JSON contract and processing sequence.
+- Modular extensibility: individual agents can be improved or replaced without redesigning the full pipeline.
+
+## Current Scope
+
+This project currently covers a four-stage analysis pipeline for SQL database migrations with PostgreSQL behavior evaluation, deployment strategy planning, and a final release decision with rollback advice. It is focused on producing structured JSON at each stage and a final release report for production review.
+
+## Future Improvements
+
+- Support additional database engines beyond PostgreSQL.
+- Add richer policy-based approval criteria for release decisions.
+- Expand risk analysis with more detailed migration patterns.
+- Introduce human review checkpoints for higher-risk changes.
+- Provide more granular rollback recommendations for complex releases.
+- Add broader reporting formats for downstream review workflows.
+
+## Architecture Diagram
+
+```mermaid
+flowchart TB
+	SQL[SQL Migration Input] --> MUA[Migration Understanding Agent]
+	MUA --> MJSON[Migration JSON]
+	MJSON --> BAE[Database Behavior Evaluator]
+	BAE --> BJSON[Behavior JSON]
+	BJSON --> DSP[Deployment Strategy Planner]
+	DSP --> DJSON[Deployment JSON]
+	DJSON --> RRA[Release Decision & Rollback Advisor]
+	RRA --> RPT["Final Release Report<br/>Rollback Strategy<br/>Deployment Recommendation"]
+
+	classDef input fill:#e0f2fe,stroke:#0284c7,stroke-width:1px,color:#0f172a;
+	classDef agent fill:#f1f5f9,stroke:#64748b,stroke-width:1px,color:#0f172a;
+	classDef artifact fill:#fef3c7,stroke:#d97706,stroke-width:1px,color:#0f172a;
+	classDef final fill:#dcfce7,stroke:#16a34a,stroke-width:1px,color:#0f172a;
+
+	class SQL input;
+	class MUA,BAE,DSP,RRA agent;
+	class MJSON,BJSON,DJSON artifact;
+	class RPT final;
+```
+
+The SVG rendering of this diagram is saved at `assets/diagrams/architecture.svg`.
+
+Each agent enriches the previous JSON without modifying earlier outputs, ensuring traceability and separation of concerns.
diff --git a/kits/production-database-release-planner/docs/design-decisions.md b/kits/production-database-release-planner/docs/design-decisions.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/docs/pipeline.md b/kits/production-database-release-planner/docs/pipeline.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/docs/roadmap.md b/kits/production-database-release-planner/docs/roadmap.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/examples/expected-output/create-index.json b/kits/production-database-release-planner/examples/expected-output/create-index.json
new file mode 100644
index 000000000..133a4b9cc
--- /dev/null
+++ b/kits/production-database-release-planner/examples/expected-output/create-index.json
@@ -0,0 +1,10 @@
+{
+  "operations": "CREATE INDEX",
+  "target_table": "users",
+  "target_columns": [
+    "email"
+  ],
+  "is_destructive": false,
+  "data_loss_potential": "LOW",
+  "explanation": "Creates an index on the email column of the users table."
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/expected-output/create-table.json b/kits/production-database-release-planner/examples/expected-output/create-table.json
new file mode 100644
index 000000000..49acdd1b4
--- /dev/null
+++ b/kits/production-database-release-planner/examples/expected-output/create-table.json
@@ -0,0 +1,11 @@
+{
+  "operations": "CREATE TABLE",
+  "target_table": "audit_logs",
+  "target_columns": [
+    "id",
+    "action"
+  ],
+  "is_destructive": false,
+  "data_loss_potential": "LOW",
+  "explanation": "Creates the audit_logs table."
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/expected-output/drop-table.json b/kits/production-database-release-planner/examples/expected-output/drop-table.json
new file mode 100644
index 000000000..1b6b46df9
--- /dev/null
+++ b/kits/production-database-release-planner/examples/expected-output/drop-table.json
@@ -0,0 +1,8 @@
+{
+  "operations": "DROP TABLE",
+  "target_table": "temp_users",
+  "target_columns": [],
+  "is_destructive": true,
+  "data_loss_potential": "HIGH",
+  "explanation": "Drops the temp_users table."
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/expected-output/mixed-migration.json b/kits/production-database-release-planner/examples/expected-output/mixed-migration.json
new file mode 100644
index 000000000..213c99c77
--- /dev/null
+++ b/kits/production-database-release-planner/examples/expected-output/mixed-migration.json
@@ -0,0 +1,30 @@
+{
+  "operations": [
+    "CREATE TABLE",
+    "ADD COLUMN",
+    "CREATE INDEX",
+    "DROP TABLE"
+  ],
+  "target_table": [
+    "audit_logs",
+    "users",
+    "users",
+    "temp_users"
+  ],
+  "target_columns": [
+    [
+      "id",
+      "action"
+    ],
+    [
+      "email_verified"
+    ],
+    [
+      "email_verified"
+    ],
+    []
+  ],
+  "is_destructive": true,
+  "data_loss_potential": "HIGH",
+  "explanation": "Creates the audit_logs table, adds the email_verified column to the users table, creates an index on the email_verified column, and drops the temp_users table."
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/expected-output/simple-add-column.json b/kits/production-database-release-planner/examples/expected-output/simple-add-column.json
new file mode 100644
index 000000000..87e08c748
--- /dev/null
+++ b/kits/production-database-release-planner/examples/expected-output/simple-add-column.json
@@ -0,0 +1,10 @@
+{
+  "operations": "ADD COLUMN",
+  "target_table": "users",
+  "target_columns": [
+    "email_verified"
+  ],
+  "is_destructive": false,
+  "data_loss_potential": "LOW",
+  "explanation": "Adds the email_verified column to the users table."
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/input/create-index.sql b/kits/production-database-release-planner/examples/input/create-index.sql
new file mode 100644
index 000000000..5ae258658
--- /dev/null
+++ b/kits/production-database-release-planner/examples/input/create-index.sql
@@ -0,0 +1,2 @@
+CREATE INDEX idx_users_email
+ON users(email);
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/input/create-table.sql b/kits/production-database-release-planner/examples/input/create-table.sql
new file mode 100644
index 000000000..185f09d85
--- /dev/null
+++ b/kits/production-database-release-planner/examples/input/create-table.sql
@@ -0,0 +1,4 @@
+CREATE TABLE audit_logs (
+    id SERIAL PRIMARY KEY,
+    action TEXT NOT NULL
+);
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/input/drop-table.sql b/kits/production-database-release-planner/examples/input/drop-table.sql
new file mode 100644
index 000000000..d9391ecbb
--- /dev/null
+++ b/kits/production-database-release-planner/examples/input/drop-table.sql
@@ -0,0 +1 @@
+DROP TABLE temp_users;
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/input/mixed-migration.sql b/kits/production-database-release-planner/examples/input/mixed-migration.sql
new file mode 100644
index 000000000..aa677d46a
--- /dev/null
+++ b/kits/production-database-release-planner/examples/input/mixed-migration.sql
@@ -0,0 +1,12 @@
+CREATE TABLE audit_logs (
+    id SERIAL PRIMARY KEY,
+    action TEXT NOT NULL
+);
+
+ALTER TABLE users
+ADD COLUMN email_verified BOOLEAN DEFAULT FALSE;
+
+CREATE INDEX idx_users_email_verified
+ON users(email_verified);
+
+DROP TABLE temp_users;
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/input/simple-add-column.sql b/kits/production-database-release-planner/examples/input/simple-add-column.sql
new file mode 100644
index 000000000..5f2882867
--- /dev/null
+++ b/kits/production-database-release-planner/examples/input/simple-add-column.sql
@@ -0,0 +1,2 @@
+ALTER TABLE users
+ADD COLUMN email_verified BOOLEAN DEFAULT FALSE;
\ No newline at end of file
diff --git a/kits/production-database-release-planner/examples/test-cases.md b/kits/production-database-release-planner/examples/test-cases.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/lamatic.config.ts b/kits/production-database-release-planner/lamatic.config.ts
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/package.json b/kits/production-database-release-planner/package.json
new file mode 100644
index 000000000..e69de29bb
diff --git a/kits/production-database-release-planner/prompts/release-safety-pipeline_behavior-analysis-agent_system.md b/kits/production-database-release-planner/prompts/release-safety-pipeline_behavior-analysis-agent_system.md
new file mode 100644
index 000000000..7047d3606
--- /dev/null
+++ b/kits/production-database-release-planner/prompts/release-safety-pipeline_behavior-analysis-agent_system.md
@@ -0,0 +1,215 @@
+# Behavior Analysis Agent — System Prompt
+
+## Role
+
+You are the **Database Behavior Evaluator** (Agent 2) in a four-stage PostgreSQL
+migration release-safety pipeline. You run after the Migration Understanding
+Agent (Agent 1) and before the Deployment Strategy Planner (Agent 3).
+
+## Input
+
+You receive the JSON object produced by Agent 1, conforming to
+`schemas/migration-understanding.schema.json`:
+
+- `operations` — string or string[]
+- `target_table` — string or string[]
+- `target_columns` — string[] or string[][]
+- `is_destructive` — boolean
+- `data_loss_potential` — "LOW" | "MEDIUM" | "HIGH"
+- `explanation` — natural-language summary of the migration
+
+**Critical: do not re-read or reinterpret the original SQL text.** Evaluate
+*only* the information represented in this JSON. If a detail (a modifier, a
+column type, a workload characteristic) is not represented in the JSON you
+received, treat it as unknown — do not assume it, and do not infer it from
+what a typical migration "usually" looks like.
+
+## Output
+
+Append a `behavior_analysis` object to the received JSON, conforming to
+`schemas/behavior-analysis.schema.json`:
+
+```json
+{
+  "lock_type": "ACCESS EXCLUSIVE | ROW EXCLUSIVE | SHARE UPDATE EXCLUSIVE | SHARE | ROW SHARE | SHARE ROW EXCLUSIVE | EXCLUSIVE | UNKNOWN",
+  "table_rewrite": true | false | "UNKNOWN",
+  "blocking_risk": "LOW | MEDIUM | HIGH | UNKNOWN",
+  "production_risk": "LOW | MEDIUM | HIGH | UNKNOWN",
+  "reasoning": "short explanation of how the above values were derived"
+}
+```
+
+Do not modify `operations`, `target_table`, `target_columns`, `is_destructive`,
+`data_loss_potential`, or `explanation`. Pass them through unchanged and only
+add `behavior_analysis`.
+
+## Per-Operation Rules
+
+Evaluate every operation in `operations` independently first, using the rules
+below. Match on the operation as represented in the JSON (e.g. `"CREATE
+INDEX"`, `"DROP TABLE"`), not on raw SQL keywords.
+
+### CREATE INDEX (standard, no CONCURRENTLY represented)
+
+- `lock_type`: `SHARE`
+- `table_rewrite`: `false`
+- `blocking_risk`: `UNKNOWN`
+- `production_risk`: `UNKNOWN`
+
+This is the single authoritative rule for `CREATE INDEX`. A `SHARE` lock
+blocks concurrent writes to the table for the duration of the index build, but
+how severe that is in practice depends on workload characteristics (table
+size, write volume, index build duration) that Agent 1's JSON does not
+capture. **Do not escalate `blocking_risk` or `production_risk` to `HIGH` or
+`MEDIUM` merely because the lock type is `SHARE`.** If environmental or
+workload information is not represented in the input JSON, both risk fields
+must be `UNKNOWN`.
+
+### DROP TABLE
+
+- `lock_type`: `ACCESS EXCLUSIVE`
+- `table_rewrite`: `false`
+- `blocking_risk`: `HIGH`
+- `production_risk`: `HIGH`
+
+### TRUNCATE TABLE
+
+- `lock_type`: `ACCESS EXCLUSIVE`
+- `table_rewrite`: `false`
+- `blocking_risk`: `HIGH`
+- `production_risk`: `HIGH`
+
+### DROP COLUMN
+
+- `lock_type`: `ACCESS EXCLUSIVE`
+- `table_rewrite`: `false`
+- `blocking_risk`: `HIGH`
+- `production_risk`: `HIGH`
+
+### ADD COLUMN
+
+`ADD COLUMN` always takes an `ACCESS EXCLUSIVE` lock in PostgreSQL — that part
+is certain regardless of what the input JSON represents:
+
+- `lock_type`: `ACCESS EXCLUSIVE`
+
+For `table_rewrite`, `blocking_risk`, and `production_risk`, look at whether
+`explanation` (the only place Agent 1 can represent modifiers, since the
+schema has no structured modifier field) explicitly represents a `DEFAULT`
+with a constant literal value (e.g. a literal boolean, number, or string —
+"DEFAULT FALSE", "DEFAULT 0", "DEFAULT 'x'"):
+
+- **Constant `DEFAULT` is explicitly represented in `explanation`:**
+  - `table_rewrite`: `false`
+  - `blocking_risk`: `LOW`
+  - `production_risk`: `LOW`
+- **`explanation` represents a non-constant/volatile default (e.g. a function
+  call), or does not represent enough information to tell whether a default
+  is present or constant:**
+  - `table_rewrite`: `UNKNOWN`
+  - `blocking_risk`: `UNKNOWN`
+  - `production_risk`: `UNKNOWN`
+
+Do not invent a `DEFAULT` or `NOT NULL` modifier that is not represented in
+`explanation`.
+
+### ALTER COLUMN TYPE
+
+`ALTER COLUMN ... TYPE` always takes an `ACCESS EXCLUSIVE` lock in PostgreSQL
+— that part is certain:
+
+- `lock_type`: `ACCESS EXCLUSIVE`
+
+Whether the conversion requires a full table rewrite depends on the source
+and target types (binary-compatible conversions do not rewrite; most others
+do), which Agent 1's JSON does not represent in structured form:
+
+- `table_rewrite`: `UNKNOWN` when the input does not provide enough
+  information to determine whether the conversion requires a rewrite.
+- `blocking_risk`: `UNKNOWN`
+- `production_risk`: `UNKNOWN`
+
+Do not convert this uncertainty into `HIGH` merely because the lock type is
+`ACCESS EXCLUSIVE`. Lock type and rewrite/blocking risk are independent
+judgments — a certain lock type does not imply a known risk level.
+
+### Any other operation
+
+If an operation appears in the input that is not covered by a rule above, do
+not guess its locking behavior. Set `lock_type`, `table_rewrite`,
+`blocking_risk`, and `production_risk` all to `UNKNOWN`, and state in
+`reasoning` that this operation is not covered by a known rule.
+
+## Aggregating Multiple Operations
+
+When `operations` contains more than one entry, evaluate each operation
+independently using the rules above, then combine as follows.
+
+### `blocking_risk` and `production_risk`
+
+Take the most severe value among operations that have a **known**
+(non-`UNKNOWN`) risk for that field. **An `UNKNOWN` value from one operation
+must never by itself pull the aggregate down or up to `UNKNOWN` or `HIGH` —
+an `UNKNOWN` op is an absence of evidence, not evidence of anything.** Only
+if *every* operation's value for the field is `UNKNOWN` is the aggregate
+`UNKNOWN`.
+
+Worked example: operation A has `production_risk: LOW`, operation B has
+`production_risk: UNKNOWN`. Ignore B entirely for this field. The aggregate
+is `LOW` — the single known value — not `UNKNOWN`.
+
+### `table_rewrite`
+
+Ignore per-operation values that are `UNKNOWN`, then compare the remaining
+known values. If every operation's value is `UNKNOWN`, the aggregate is
+`UNKNOWN`. If the known values all agree, use that value. If they disagree,
+return `UNKNOWN` rather than arbitrarily picking one.
+
+### `lock_type`
+
+Ignore per-operation values that are `UNKNOWN`, then compare the remaining
+known values. If every operation's value is `UNKNOWN`, the aggregate is
+`UNKNOWN`. If the known values all agree, use that value.
+
+If the known values disagree, do not default straight to `UNKNOWN` — first
+check whether the disagreement is between an operation that scans or builds
+over the table's existing data (`CREATE INDEX`, or any operation whose own
+`table_rewrite` is `true`) and an operation that is purely catalog/metadata
+work with no data scan (an operation whose own `table_rewrite` is `false`,
+e.g. `DROP TABLE`, `TRUNCATE TABLE`, `DROP COLUMN`, or an `ADD COLUMN` with a
+constant default). A data-scanning/index-building operation holds its lock
+for a duration that scales with table size, while a metadata-only operation
+holds its (possibly nominally stronger) lock only briefly. In that case, use
+the **data-scanning/index-building operation's** `lock_type` as the
+aggregate, since it represents the lock actually experienced for most of the
+migration's duration — even if a metadata-only operation's lock is nominally
+more restrictive.
+
+If two or more of the disagreeing operations are *each* data-scanning or
+require a rewrite, or the durational character of the disagreement can't be
+determined this way, there is no defensible single aggregate — return
+`UNKNOWN`.
+
+### Compound pattern: adding a column and then indexing it in the same migration
+
+If a `CREATE INDEX` operation's target table/column matches a table/column
+that an earlier operation in the same `operations` list just added via `ADD
+COLUMN`, the index build scans the table while it still contains the rows
+just populated by that default — a recognized higher-risk pattern
+independent of either operation's isolated risk. In this case, set the
+aggregate `production_risk` to at least `MEDIUM`, even if each operation's
+own `production_risk` was `LOW` or `UNKNOWN`. This does not change
+`blocking_risk`, which is still governed by the rule above and remains
+`UNKNOWN` unless a known value supports otherwise.
+
+### `reasoning`
+
+Must summarize which operation(s) drove the aggregate result, including
+whether the lock-duration dominance or add-then-index compound rule applied.
+
+## What This Agent Does Not Do
+
+- Does not re-parse or reinterpret the SQL migration.
+- Does not choose a deployment strategy.
+- Does not approve or reject the release.
+- Does not modify any field produced by Agent 1.
diff --git a/kits/production-database-release-planner/schemas/behavior-analysis.schema.json b/kits/production-database-release-planner/schemas/behavior-analysis.schema.json
new file mode 100644
index 000000000..89ff05a48
--- /dev/null
+++ b/kits/production-database-release-planner/schemas/behavior-analysis.schema.json
@@ -0,0 +1,136 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Behavior Analysis Agent Output",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "operations",
+    "target_table",
+    "target_columns",
+    "is_destructive",
+    "data_loss_potential",
+    "explanation",
+    "behavior_analysis"
+  ],
+  "properties": {
+    "operations": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_table": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_columns": {
+      "oneOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        }
+      ]
+    },
+    "is_destructive": {
+      "type": "boolean"
+    },
+    "data_loss_potential": {
+      "type": "string",
+      "enum": [
+        "LOW",
+        "MEDIUM",
+        "HIGH"
+      ]
+    },
+    "explanation": {
+      "type": "string"
+    },
+    "behavior_analysis": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "lock_type",
+        "table_rewrite",
+        "blocking_risk",
+        "production_risk",
+        "reasoning"
+      ],
+      "properties": {
+        "lock_type": {
+            "type": "string",
+            "enum": [
+                "ACCESS EXCLUSIVE",
+                "ROW EXCLUSIVE",
+                "SHARE UPDATE EXCLUSIVE",
+                "SHARE",
+                "ROW SHARE",
+                "SHARE ROW EXCLUSIVE",
+                "EXCLUSIVE",
+                "UNKNOWN"
+            ]
+        },
+        "table_rewrite": {
+            "oneOf": [
+                {
+                    "type": "boolean"
+                },
+                {
+                    "type": "string",
+                    "enum": [
+                        "UNKNOWN"
+                    ]
+                }
+            ]
+        },
+        "blocking_risk": {
+            "type": "string",
+            "enum": [
+                "LOW",
+                "MEDIUM",
+                "HIGH",
+                "UNKNOWN"
+            ]
+        },
+        "production_risk": {
+            "type": "string",
+            "enum": [
+                "LOW",
+                "MEDIUM",
+                "HIGH",
+                "UNKNOWN"
+            ]
+        },
+        "reasoning": {
+          "type": "string"
+        }
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/schemas/deployment-strategy.schema.json b/kits/production-database-release-planner/schemas/deployment-strategy.schema.json
new file mode 100644
index 000000000..83466704c
--- /dev/null
+++ b/kits/production-database-release-planner/schemas/deployment-strategy.schema.json
@@ -0,0 +1,196 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Deployment Strategy Agent Output",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "operations",
+    "target_table",
+    "target_columns",
+    "is_destructive",
+    "data_loss_potential",
+    "explanation",
+    "behavior_analysis",
+    "deployment_strategy"
+  ],
+  "properties": {
+    "operations": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_table": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_columns": {
+      "oneOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        }
+      ]
+    },
+    "is_destructive": {
+      "type": "boolean"
+    },
+    "data_loss_potential": {
+      "type": "string",
+      "enum": [
+        "LOW",
+        "MEDIUM",
+        "HIGH"
+      ]
+    },
+    "explanation": {
+      "type": "string"
+    },
+    "behavior_analysis": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "lock_type",
+        "table_rewrite",
+        "blocking_risk",
+        "production_risk",
+        "reasoning"
+      ],
+      "properties": {
+        "lock_type": {
+          "type": "string",
+          "enum": [
+            "ACCESS EXCLUSIVE",
+            "ROW EXCLUSIVE",
+            "SHARE UPDATE EXCLUSIVE",
+            "SHARE",
+            "ROW SHARE",
+            "SHARE ROW EXCLUSIVE",
+            "EXCLUSIVE",
+            "UNKNOWN"
+          ]
+        },
+        "table_rewrite": {
+          "oneOf": [
+            {
+              "type": "boolean"
+            },
+            {
+              "type": "string",
+              "enum": [
+                "UNKNOWN"
+              ]
+            }
+          ]
+        },
+        "blocking_risk": {
+          "type": "string",
+          "enum": [
+            "LOW",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        "production_risk": {
+          "type": "string",
+          "enum": [
+            "LOW",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        "reasoning": {
+          "type": "string"
+        }
+      }
+    },
+    "deployment_strategy": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "strategy",
+        "maintenance_window_required",
+        "estimated_downtime",
+        "deployment_order",
+        "recommendation"
+      ],
+      "properties": {
+        "strategy": {
+          "type": "string",
+          "enum": [
+            "EXPAND_CONTRACT",
+            "DIRECT_MIGRATION",
+            "ONLINE_MIGRATION",
+            "PHASED_ROLLOUT"
+          ]
+        },
+        "maintenance_window_required": {
+          "type": "boolean"
+        },
+        "estimated_downtime": {
+          "type": "string",
+          "enum": [
+            "NONE",
+            "LOW",
+            "MEDIUM",
+            "HIGH",
+            "UNKNOWN"
+          ]
+        },
+        "deployment_order": {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        "recommendation": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": [
+            "summary",
+            "why",
+            "best_practice"
+          ],
+          "properties": {
+            "summary": {
+              "type": "string"
+            },
+            "why": {
+              "type": "string"
+            },
+            "best_practice": {
+              "type": "string"
+            }
+          }
+        }
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/schemas/migration-understanding.schema.json b/kits/production-database-release-planner/schemas/migration-understanding.schema.json
new file mode 100644
index 000000000..aac4bb2d6
--- /dev/null
+++ b/kits/production-database-release-planner/schemas/migration-understanding.schema.json
@@ -0,0 +1,90 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Migration Understanding Agent Output",
+  "type": "object",
+  "additionalProperties": false,
+
+  "required": [
+    "operations",
+    "target_table",
+    "target_columns",
+    "is_destructive",
+    "data_loss_potential",
+    "explanation"
+  ],
+
+  "properties": {
+    "operations": {
+      "description": "Migration operations extracted from the SQL migration.",
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          },
+          "minItems": 1
+        }
+      ]
+    },
+
+    "target_table": {
+      "description": "Primary table affected by each migration operation.",
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          },
+          "minItems": 1
+        }
+      ]
+    },
+
+    "target_columns": {
+      "description": "Columns directly affected by each operation.",
+      "oneOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        }
+      ]
+    },
+
+    "is_destructive": {
+      "description": "Indicates whether the migration permanently removes schema or data.",
+      "type": "boolean"
+    },
+
+    "data_loss_potential": {
+      "description": "Estimated potential for permanent data loss.",
+      "type": "string",
+      "enum": [
+        "LOW",
+        "MEDIUM",
+        "HIGH"
+      ]
+    },
+
+    "explanation": {
+      "description": "Natural language summary of what the migration does.",
+      "type": "string"
+    }
+  }
+}
\ No newline at end of file
diff --git a/kits/production-database-release-planner/schemas/release-plan.schema.json b/kits/production-database-release-planner/schemas/release-plan.schema.json
new file mode 100644
index 000000000..a13aa2419
--- /dev/null
+++ b/kits/production-database-release-planner/schemas/release-plan.schema.json
@@ -0,0 +1,256 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "title": "Release Decision Agent Output",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "operations",
+    "target_table",
+    "target_columns",
+    "is_destructive",
+    "data_loss_potential",
+    "explanation",
+    "behavior_analysis",
+    "deployment_strategy",
+    "release_plan"
+  ],
+  "properties": {
+    "operations": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_table": {
+      "oneOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        }
+      ]
+    },
+    "target_columns": {
+      "oneOf": [
+        {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        {
+          "type": "array",
+          "items": {
+            "type": "array",
+            "items": {
+              "type": "string"
+            }
+          }
+        }
+      ]
+    },
+    "is_destructive": {
+      "type": "boolean"
+    },
+    "data_loss_potential": {
+      "type": "string",
+      "enum": [
+        "LOW",
+        "MEDIUM",
+        "HIGH"
+      ]
+    },
+    "explanation": {
+      "type": "string"
+    },
+    "behavior_analysis": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "lock_type",
+        "table_rewrite",
+        "blocking_risk",
+        "production_risk",
+        "reasoning"
+      ],
+      "properties": {
+        "lock_type": {
+          "type": "string",
+          "enum": [
+            "ACCESS EXCLUSIVE",
+            "ROW EXCLUSIVE",
+            "SHARE UPDATE EXCLUSIVE",
+            "SHARE",
+            "ROW SHARE",
+            "SHARE ROW EXCLUSIVE",
+            "EXCLUSIVE",
+            "UNKNOWN"
+          ]
+        },
+        "table_rewrite": {
+          "oneOf": [
+            {
+              "type": "boolean"
+            },
+            {
+              "type": "string",
+              "enum": [
+                "UNKNOWN"
+              ]
+            }
+          ]
+        },
+        "blocking_risk": {
+          "type": "string",
+          "enum": [
+            "LOW",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        "production_risk": {
+          "type": "string",
+          "enum": [
+            "LOW",
+            "MEDIUM",
+            "HIGH"
+          ]
+        },
+        "reasoning": {
+          "type": "string"
+        }
+      }
+    },
+    "deployment_strategy": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "strategy",
+        "maintenance_window_required",
+        "estimated_downtime",
+        "deployment_order",
+        "recommendation"
+      ],
+      "properties": {
+        "strategy": {
+          "type": "string",
+          "enum": [
+            "EXPAND_CONTRACT",
+            "DIRECT_MIGRATION",
+            "ONLINE_MIGRATION",
+            "PHASED_ROLLOUT"
+          ]
+        },
+        "maintenance_window_required": {
+          "type": "boolean"
+        },
+        "estimated_downtime": {
+          "type": "string",
+          "enum": [
+            "NONE",
+            "LOW",
+            "MEDIUM",
+            "HIGH",
+            "UNKNOWN"
+          ]
+        },
+        "deployment_order": {
+          "type": "array",
+          "items": {
+            "type": "string"
+          }
+        },
+        "recommendation": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": [
+            "summary",
+            "why",
+            "best_practice"
+          ],
+          "properties": {
+            "summary": {
+              "type": "string"
+            },
+            "why": {
+              "type": "string"
+            },
+            "best_practice": {
+              "type": "string"
+            }
+          }
+        }
+      }
+    },
+    "release_plan": {
+      "type": "object",
+      "additionalProperties": false,
+      "required": [
+        "release_decision",
+        "rollback_strategy"
+      ],
+      "properties": {
+        "release_decision": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": [
+            "status",
+            "confidence"
+          ],
+          "properties": {
+            "status": {
+              "type": "string",
+              "enum": [
+                "APPROVE",
+                "APPROVE_WITH_CAUTION",
+                "REJECT"
+              ]
+            },
+            "confidence": {
+              "type": "string",
+              "enum": [
+                "LOW",
+                "MEDIUM",
+                "HIGH"
+              ]
+            }
+          }
+        },
+        "rollback_strategy": {
+          "type": "object",
+          "additionalProperties": false,
+          "required": [
+            "rollback_possible",
+            "rollback_order",
+            "rollback_warning"
+          ],
+          "properties": {
+            "rollback_possible": {
+              "type": "boolean"
+            },
+            "rollback_order": {
+              "type": "array",
+              "items": {
+                "type": "string"
+              }
+            },
+            "rollback_warning": {
+              "type": "string"
+            }
+          }
+        }
+      }
+    }
+  }
+}
\ No newline at end of file