Seth Rose

I build automated operations layers, headless agents, and the practical developer tools that turn complex manual workflows into quiet, reliable systems.

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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.

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.

agnoaiai-agentpython
Python337Last pushed Apr 4, 2025

Synchronize OpenClaw, ClawHub, and Skills repository documentation into a local `docs/` mirror and index it with QMD for fast search.

TypeScript443Last pushed Feb 7, 2026

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.

Python170Last pushed Jan 10, 2026

Recent writing

Technical notes on useful agents, verification, small tools, and shipping real systems.

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