Intent – Git records what changed, Intent records why
SQLite + FTS5 + vector search beats per-repo context files for global memory.
POST a job → any script can pick it up and execute it. A dead-simple distributed job bus for bots and scripts.
Outbound polling lets home lab Pis execute cloud jobs without Ngrok or port forwarding.
Home lab operators, automation script writers
Redis Queue · Celery · Huey
How it works: - Any script POSTs a job ("intent") to a Flask server - Workers anywhere poll for jobs matching their goal - Atomic SQLite lock prevents race conditions - 60s visibility timeout auto-requeues crashed workers - API key auth
The interesting part is the architecture — workers poll outbound, so they work behind firewalls with no open ports. A Raspberry Pi in your home lab can execute jobs posted from a cloud server with zero Ngrok.
After posting publicly, people stress-tested the open endpoint. Added API key auth and hardened it based on real feedback.
GitHub: https://github.com/dsecurity49/Intent-Bus Dev.to writeup: https://dev.to/d_security/how-i-control-my-android-phone-fro...
SQLite + FTS5 + vector search beats per-repo context files for global memory.
Daily quant job scraping with LLM classification beats manual LinkedIn searches.
SQLite for local dev without Redis, but Trigger.dev and Inngest already own this space.
Parallel tree reduction in pure Batch using pipes—clever abuse of shell primitives.
Bash script orchestration for AI agents is clever but the space is getting crowded fast.
Voice-tracked scrolling runs entirely in-browser using Moonshine ONNX, no backend needed.