#pydantic-ai

Flagship free FastAPI starter for LLM routing/cost visibility; $29 Gumroad kit adds deployment, hardening, routing, and verification guides.

Execution substrate for governed agentic workloads; behavioral contracts, action budgets, pluggable memory, and portable skill bundles

SwarmPIM is a production-grade, containerized PIM system engineered with Next.js 14 and FastAPI. It orchestrates a multi-agent AI swarm utilizing Gemini and Grok with dynamic fallback routing. The architecture features an embedded Qdrant vector cache, high-speed Polars batch ingestion, and analytical DuckDB storage optimized via Apache Arrow.

🐝 State-of-the-art Python AutoML metaframework — fuses GenAI (built on Firefly Agentic / Pydantic AI) with classical ML & Deep Learning. Hexagonal, secure-by-default, governed.

Real-time support ticket pipeline using Redpanda, Quix-Streams, DuckDB, and an AI agent — ask questions about your streaming data in natural language.