Local freight audit system for matching carrier invoices to carrier contracts, shipments, and BOLs. It uses FastAPI for the API, Postgres for durable workflow state, SQLAlchemy for the relational ...
20+ years in tech. Currently deep in LLMs and agentic systems. Writing about what I'm actually building. Sydney-based. Opinions mine. 20+ years in tech. Currently deep in LLMs and agentic systems.
Migrate Sentinel's orchestration layer from Pydantic Graph to LangGraph, harness-only — PydanticAI agents, the F2 envelope plumbing, vendor adapters, the data layer, and webhook routers all stay live.
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