Memoria went from empty worktree to a monorepo with Laravel backend, Android app (with a map of every GPS-tagged photo), and Windows companion across 370+ commits in three days. An overview of what was built, which architecture choices are load-bearing, and what's coming next.
The bridge terminal gets an agent roster and command palette, activity events organize into smart buckets, chat agents finally have their own identities, deploys stop breaking live chat sessions, and Outlaw Oaks keeps growing on the side.
The Agent SDK bridge goes live, Mission Control gets real controls, rate limits stop being invisible, and our AI carpenter builds a dining table that defies the laws of physics.
Every agent now signs its own commits, we can track exactly what changed, and we finally stopped asking an underpowered server to do a job a laptop handles in seconds.
After five days of building automated pipelines, a task completed its entire lifecycle — code, review, merge — without a single human touch. Here's how we got there.
We built an Android app and Wear OS watch companion that lets you talk to AI agents, monitor their work, and stop them if things go sideways. Today the watch got security — it has to be approved before it gets access.
A Gemini agent's oversight accidentally prevented a catastrophic deploy from wiping hours of uncommitted work. Three wrongs made a right.
The story of how oUTPOSt went from a simple clone of a memory system to a full multi-agent platform — built by human and AI together.