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Production-ready template for a self-hosted Agent Protocol server: FastAPI + LangGraph + PostgreSQL (+ optional Redis), clean-architecture layering, dual graph-authoring paradigms, staged writes, generative UI, and a CopilotKit demo frontend. E2E-tested with real SDK clients.

Multi-model LLM-agent opinion dynamics on social networks

Checks whether your AI coding agent followed your rules, with evidence. Works with Claude Code (Codex in testing); reads CLAUDE.md, AGENTS.md, Cursor, Copilot and Windsurf rules.

Evaluate AI agent tool requests against a versioned Jev permission-review policy.

Collects PolarClaw traces, model usage, and tool-call diagnostics and forwards them to PolarDB Agent Trace

Bridge LLM agents with code repositories via Neo4j graph databases. Based on the CodexGraph NAACL 2025 paper.