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smigolsmigol/README.md

Federico Benini - AI Systems and Platform Engineer

Selected systems

  • LLMKit - AI gateway and SDKs for measuring agent cost, enforcing budgets, and controlling sessions.
  • f3dx - Rust/Python runtime prototype exploring agent execution, telemetry, replay, and caching.
  • tracewright - Evaluation prototype for replaying traces and comparing behavior across test cases.

Open source

  • Pydantic Monty - upstream contributor with four merged fixes across runtime safety, parser correctness, error propagation, and diagnostics. View merged work.

Source-bound rolling-year GitHub contribution trace for Federico Benini

Open to AI systems, SDK, platform reliability, and evaluation engineering roles.

Pinned Loading

  1. llmkit llmkit Public

    Know what your AI agents cost. API gateway with budget enforcement, session tracking, and MCP tools.

    TypeScript 16 4

  2. pydantic/monty pydantic/monty Public

    A minimal, secure Python interpreter written in Rust for use by AI

    Rust 8.1k 410

  3. bumpcheck bumpcheck Public

    Detect Pydantic behavior changes before dependency upgrades.

    Python

  4. tracewright tracewright Public

    Turn recorded agent traces into replayable regression cases and Pydantic Evals datasets.

    Python 1

  5. f3dx f3dx Public

    Rust execution primitives for Python AI systems: model transport, agent runtime, MCP, tracing, caching, and routing.

    Python 1

  6. n8n-ai-builder-assurance n8n-ai-builder-assurance Public

    Fail-closed assurance for AI-generated n8n workflows

    TypeScript