typed-artifacts

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LangGraph multi-agent backend with planner, coordinator, curator, writer and reviewer loop, typed artifacts, MCP tools and traceable runs.

python backend retrieval docker-compose mcp orchestration pytest multi-agent ai-agents pydantic fastapi llm openrouter langgraph agentic-workflow tool-calling typed-artifacts reviewer-loop

Local-first agent harness for sensitive professional document work.

mcp human-in-the-loop ai-agents audit-trail rag local-first agentops private-pilot evals agent-harness domain-packs review-gates typed-artifacts sensitive-work

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