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7vignesh/README.md

Hi, I'm Vignesh 👋

Full-Stack Engineer · Building AI-native dev tools

I design and ship products end-to-end — architecture, backend, frontend, and the AI workflows that build them faster. Currently exploring what it takes to make AI coding agents actually reliable, not just fast.


🚀 What I'm Building

🔎 Skannr

Universal AI code analysis tool — repo-agnostic static + AI-powered review, published to npm. Ships a "Blast Radius" feature that walks git-diff → dependency graph → risk score, with a React/D3 visualizer, plus a pre-commit review mode called Guard.

TypeScript AI Analysis D3.js npm

→ github.com/7vignesh/skannr

⚙️ StackForge

A loop engine for AI coding agents. Instead of generating code, it enforces structured progress — gating "done" on evidence (passing type-checks, tests), persisting memory across sessions, and stopping runaway agents. No LLM inside, no API keys — your agent supplies the intelligence, StackForge supplies the discipline.

TypeScript SQLite MCP Agent Tooling

→ github.com/7vignesh/stackforge

🧠 Fossel

Local-first MCP memory for every repo you work on. Store conventions, bug fixes, reviewer patterns, and decisions in SQLite on your machine with FTS5 search. Works with Cursor, Claude Desktop, and any stdio MCP client. No accounts, no cloud.

TypeScript SQLite MCP FTS5

→ github.com/7vignesh/fossel

Done-integrity auditor for AI coding agents. When an agent marks a spec task complete, SpecTruth audits the claim against acceptance criteria using deterministic static evidence - no scores, no confidence values, just READY / BLOCKED / REVIEW_REQUIRED.

TypeScript Kiro Spec-Driven Static Analysis

→ github.com/7vignesh/spectruth

📊 PgPulse

Terminal-based live monitoring tool for PostgreSQL (like top/htop for Postgres). Reads pg_stat_activity, pg_stat_statements, locks, and table/index summaries with low overhead. Features a 5-slot ring buffer for 10-second activity windows and delta mode for statement stats.

JavaScript PostgreSQL TUI neo-blessed

→ github.com/litepacks/pgpulse

🌱 Open Source

Active contributor to Tracer-Cloud/OpenSRE — 12 merged PRs on agentic observability/SRE tooling.

Merged PRs to OpenSRE
# Title
#3821 fix(delivery): align error shapes across messaging delivery modules
#2222 feat(scheduler): add cron-driven scheduled deliveries to messaging providers
#1714 feat(messaging): add identity model, DM pairing, and tool approval metadata
#1570 fix(synthetic-tests): skip E2E tests gracefully when LLM credentials are missing
#1404 feat(interactive-shell): run_cli_command supports full opensre subcommand surface
#1037 refactor(tools): centralize code-host unavailable payload for code-host tools
#1017 test(tools): add unit tests for Bitbucket tools
#1015 test(cli): add direct unit tests for CLI layout renderers
#1007 test(tools): add unit tests for Azure Monitor Logs tool
#977 feat(alerts): normalize incoming payloads to OpenSRE canonical format
#958 refactor(wizard): split integration health validators into grouped modules
#957 refactor(wizard): migrate Slack webhook validation from requests to httpx

Active contributor to Agent-Field/agentfield — 24 merged PRs across the control plane, Go/Python/TypeScript SDKs, and security hardening.

Merged PRs to AgentField
# Title
#996 fix(control-plane): skip disk payload writes in postgres storage mode
#975 refactor(handlers): split execute.go into focused files (3048 -> 807 LOC)
#959 refactor(storage): split local.go into focused files (9009 -> 5917 LOC)
#958 fix(sdk/go): propagate caller context through MemoryBackend interface
#952 feat(control-plane): add per-key rate limiting on hot endpoints
#945 fix(execute): propagate agent 4xx in async lane instead of blanket 502
#943 fix(execute): resolve webhook not triggering on async status callback
#917 feat(examples): triggers-demo-go end-to-end demo + Go skill docs
#915 feat(sdk/go): trigger test helpers + fixture library
#914 feat(sdk/go): dispatch envelope unwrap + Context injection
#906 feat(sdk/go): triggers package + OnEvent/OnSchedule sugar
#904 fix(sdk/python): add lock timeouts + offload blocking requests fallback
#899 fix(sdk/python): replace bare asyncio.run() with loop-aware helpers
#812 chore(sdk/python): enable ruff ASYNC lint rules to gate async/blocking hazards
#799 fix(sdk/python): resolve ResultCache cross-loop deadlock
#796 feat(sdk/typescript): trigger system parity - dispatch, sugar, testing, demo
#794 test(sdk/python): expand verification.py coverage to 100%
#790 fix(security): SSRF protection for approval callback_url
#743 feat(sdk/ts): add trigger types, factories, and registration plumbing
#724 fix(sdk/go): rewrite max_tokens to max_completion_tokens for newer OpenAI models
#717 fix(control-plane): add timestamp freshness checks to prevent webhook replay attacks
#716 fix(control-plane): flush SSE headers immediately in memory events handler
#715 fix(control-plane): implement graceful shutdown on SIGTERM/SIGINT
#701 fix(control-plane): prevent structured logs from leaking execution payloads

Active contributor to supabase/supabase-js — open PRs on auth and PostgREST type improvements.

Open PRs to supabase-js
# Title Status
#2573 feat(auth): add maxAutoRefreshFailures option 🟡 Open
#2445 fix(postgrest): add typed column inference for order() with referencedTable 🟡 Open

🛠️ Tech Stack

Languages & Runtime

Frontend

Backend & Data

Cloud & Infra

Tools


Open to full-stack / AI-tooling roles — always happy to talk about agentic engineering.

Pinned Loading

  1. chat chat Public

    JavaScript

  2. skannr skannr Public

    TypeScript

  3. stackforge stackforge Public

    TypeScript 1 3

  4. fossel fossel Public

    TypeScript 4 1

  5. agentfield agentfield Public

    Forked from Agent-Field/agentfield

    Build, run and scale AI agents like API and microservices - observable,auditable and identity-aware from day one.

    Go

  6. spectruth spectruth Public

    Spec conformance verifier — independently checks if AI-generated code satisfies your Kiro specs

    TypeScript