Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One line, zero code changes.
Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.
The operational layer for coding agents. Memory, validation, and feedback loops that compound between sessions.
A production-ready FastAPI platform with modular components and a built-in control plane.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when you switch.
From idea to shipped code — a praxis of engineering for AI agents.
1 capture since 2026-05-29
AI agent config detected
Key config paths
.cursor
.windsurf
AGENTS.md
CLAUDE.md
GEMINI.md