Build production AI agent runtimes in Rust with typed tools, provider-neutral LLM adapters, streaming, storage, and observability.

Provider-neutral skill pipeline (Claude + GitHub Copilot/GPT) for an autonomous plan -> build -> review -> ship workflow: 47 portable skills with parallel Claude and GPT adapters, 3 Claude-native exclusions, judges/graders/scorers, and install/build/release tooling.

Java middleware framework for cache, messaging, jobs, and governance extensions.

Provider-neutral AI interaction contract compiler: portable templiqx/v1alpha1 contracts compile to deterministic, fingerprinted model interactions. One capability catalog behind CLI + MCP, so humans and agents share identical semantics.

Provider-neutral LLM router and model orchestration engine with auto-learning and budget zones

Provider-neutral autonomous ML research paper writer — ideation -> LaTeX writeup -> peer review -> anti-hallucination numerical audit. Spun out from hermes-sci to remove Hermes-runtime coupling.

Open-source reference architecture and template for provider-neutral AI-native game studio workflows.

Policy-aware model execution with portable routing, budgets, fallbacks, and receipts

Portable, provider-neutral model invocation contracts, adapters, and conformance tools

Legend State adapter for provider-neutral StateAdapter contracts.

Provider-neutral operating standard and reusable assets for AI-assisted collaboration projects

A hybrid testing runner for AI agents: write high-level plans for fresh code, execute deterministic steps directly, and use LLMs only where runtime interpretation is needed.

Provider-neutral Supabase database adapter exposing typed CRUD, schema management, and realtime subscriptions.