A test harness that blocks unsafe AI actions before execution
Deterministic policy matrices block AI agents from executing dangerous API calls.
Tiny matrix runner for Python projects using Astral uv.
Delegates env management to uv, but tox and hatch already handle matrices.
Python developers using uv for package management
tox · nox · hatch
Deterministic policy matrices block AI agents from executing dangerous API calls.
AgentForge packs provider adapters (Claude, GPT‑4, Gemini, Perplexity), token-aware rate limiting, retry/backoff, and a MockLLMClient for tests into a tiny dependency surface — the 15KB footprint and 2 dependencies is an attention-grabber. The 3‑tier Redis cache and benchmark claims (huge latency/memory wins vs LangChain, 88% cache hit) make it a tempting low-overhead alternative, though you should validate provider feature parity and benchmarks against your workload.
Cross-repo health dashboard for multi-stack teams, but solves a niche workflow pain.
Pipelines as Python not YAML, but Dagger already does this with better performance.
Claims 30ms cloud inference latency for robots—verify before you deploy.
Rust-powered Python tests running in the browser with instant feedback.