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AI Developer Tooling

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Production infrastructure for AI-assisted development workflows. Voice interfaces, persistent memory systems, and autonomous task coordination built in Rust and Python.

RustPythonSQLiteAxum

A suite of developer tools that integrate AI capabilities into everyday engineering workflows — not as a novelty, but as reliable infrastructure.

What It Includes

  • Voice interface — speech-to-text and text-to-speech for hands-free interaction with development tools
  • Persistent memory — cross-session knowledge that compounds over time, so context doesn’t reset every conversation
  • Task coordination — automated dispatch and tracking of engineering work across projects
  • Health monitoring — continuous service health checks with circuit breakers and graceful degradation

Philosophy

The tools are built to run 24/7 on a single machine. Reliability over impressiveness. Local-first architecture. Every feature exists because it solved a real problem during daily development work.