pydantic-graph

Agentic scientific-computing platform: a reactive multi-agent team that orchestrates PINA physics-informed neural-network workflows via pydantic-graph, with MLflow tracing/provenance and a marimo chat UI (plus A2A & AG-UI servers).

A small typed language for workflows that call business rules. Checked before it runs: every match arm, every state a payment or an order can be left in, retries that could repeat a change, history size. Built for Temporal, AWS Step Functions, Lambda durable functions, Argo Workflows and pydantic-graph, each held to one reference interpreter.

Typed state, explicit transitions, one narrow model judgment, and a human approval gate — a rebuildable agent workflow using and testing Jev.

Three-layer agent composition: DSPy signatures (declarative) + PydanticAI (runtime) + pydantic-graph (typed state machine) with GEPA hook via Agent.override()

Voice dumps → dev-ready software blueprints. Pydantic-AI agent runtime, mobile dashboard, Dumpi mascot — runs on a Pi Zero 2 W.

Multi agent run coach

MultiPage Invoice Parser

Agentic RAG-based system with nursing handbooks and transes as knowledge base for my bebiloves

Deterministic pre-agent skill routing for Hermes agents: audit, canonical catalog, profile policy, and bounded Jev judgment.