Thoughts on AI project management, automation, and shipping work faster.
Most AI assistants forget everything between sessions. We built TaskZilla with dual-memory architecture — ChromaDB for long-term recall and Graphiti for session context — so it actually learns how your team works.
How we built a weekly self-heal system that detects and auto-fixes 26 known failure modes — from stale sessions to broken crons — before anyone opens a ticket.
A deep dive into how TaskZilla's integration ecosystem pulls context from ClickUp, GitHub, Telegram, and more — and compresses it into a single daily standup your team actually reads.
More posts coming soon. Follow along on the homepage.