Uses an AI agent (powered by Google Gemini via the Agno framework) to intelligently propose and execute a plan for organizing files within a specified directory on your computer.
Seth Rose
I build automated operations layers, headless agents, and the practical developer tools that turn complex manual workflows into quiet, reliable systems.

10+ years building automated operations and integration systems
Headless agents, tool-calling, and operational pipelines
TypeScript, Python, Next.js, PostgreSQL, Docker
Production-ready platform integrations built for stability
Selected projects
Production pipelines, open-source automation tools, and agent architectures.
Synchronize OpenClaw, ClawHub, and Skills repository documentation into a local `docs/` mirror and index it with QMD for fast search.
A powerful Python tool for downloading and transcribing videos from multiple platforms (TikTok, YouTube, Facebook, Instagram) using Parakeet-MLX for high-quality speech-to-text conversion.
Recent writing
Technical notes on useful agents, verification, small tools, and shipping real systems.
No writing published yet.
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