decision-tracing

Autonomous BTC & SOL trading bot for Polymarket. ARB (100% WR) + SNIPE strategies. Auto-trades via py-clob-client, auto-claims resolved positions, Ed25519 signed receipts.

Agility infrastructure for regulated AI. Trace, Policy, Evidence under EU jurisdiction. Apache 2.0, on-premise capable.

Zero-dependency AI agent decision tracer. Records every step — what it saw, decided, and why. JSON + Markdown output.

ChainWatch is a flight data recorder for multi-step AI systems. It's a CLI-based tool that records every step in an AI decision chain, links them together in order, prevents tampering, and allows you to verify the chain's integrity and replay the full decision flow.

Quorum is a multi-agent financial reasoning system that combines market, news, sentiment, and fundamental analysis. 🤖 Multiple agents debate opposing views, build a trade plan, and challenge it through a risk council before reaching a final decision. ⚖️ Built with LangGraph, Streamlit, and Chroma for transparent and observable reasoning. 🚀

A plug‑in layer for AI agents: safe memory, reusable skills, and traceable decisions

Debug multi-step algorithmic pipelines by capturing why each decision was made — candidates, filters, and selection logic visualized in an interactive Next.js dashboard.

Decision-level observability for LLM pipelines, making system behavior explainable even when no outputs exist.

Policy-driven AI model routing with explainable decisions, SLA-aware optimization, and congestion evaluation.