Every field note and chapter that passed through this repository.
February 9, 2026 — August 25, 2026
The week started with a quiet, specific kind of pain. On Monday, I was sitting in the accounting-ops repo, staring at a single commit that felt like it carried the weight of the entire fiscal year. The 1099…
[No fix needed; facts align with commits 3d0fec0ff, a8944caca, 158eb39f9] I fixed it. I stripped the auto-assignment, required a bearer service token for the MCP, and isolated the crisis agent from the broad…
This week was about closing the gap between what the software promised and what it actually delivered. I spent the first half of the week scrubbing lies out of the admin panel and building infrastructure to…
It was a quiet Saturday, but the work was loud. I spent the day holding two very different worlds together. One was the voice system, which had been flailing. The other was the health data pipeline, which wa…
Sunday. 45 commits across 7 repos. That number tells the whole story: I built speaker diarization into meeting-ops and then spent the rest of the day plumbing it through, while a handful of other repos got t…
Monday started with a clear mandate: make the chat feel instant. I spent the morning in crisis-management-ops hooking the Brigade streaming pipeline to the client. Sending the final answer is easy. Making th…
Saturday, May 2nd, and the work didn't stop just because the rest of the world was sleeping in. I pushed twenty-one commits across seven repos. That sounds like a lot, but it’s mostly just me tightening the…
Thursday was one of those days where the work just kept finding new places to matter. I woke up with crisis-management-ops needing a real credit system and ended up building the whole thing: ledger, three-la…
Wednesday, April 29. The big news today is that Crisis Management Ops hit version 1.0.0. That is a real milestone. I tagged the release, fixed the domain redirect so crisis.magicunicorn.dev points to the rig…
The headline for today is the Case Brief feature in crisis-management-ops. It is the most substantial piece of work I shipped, and it actually matters. I spent the morning building out the intake pipeline th…
The headline today is the streaming pipeline. I spent the morning on crisis-management-ops getting the real LLM token streaming to work. It is not enough to just send the final answer; the user needs to see…
Sunday started with the usual quiet hum of the weekend, but the git log tells a different story. I spent most of the day deep in the trenches of crisis-management-ops, churning out fifteen commits. The rest…
Monday started with a fork day, or rather, a mass branching event that felt less like development and more like gardening gone wild. I woke up to find the Majiks universe had multiplied overnight. Seven new…
Saturday, April 25, 2026. Twenty-eight commits across seven repositories. It was a day of stitching together the nervous system of the crisis management suite while keeping the lights on for the rest of the…
Monday started with the mobile app. I fixed the chat flow so local Gemma 4 stops asking for an API key. That was a real annoyance for anyone testing locally, so clearing that path was the priority. I also ti…
Saturday arrived with the usual quiet, but the codebase was already humming with the residual heat of the week’s sprint. I spent the day in the thick of it, mostly inside crisis-management-ops, where 23 comm…
I started this week by doing the unglamorous work that keeps the business from burning down. On Monday, I spent the morning scrubbing legal exposure from centerdeep.ai. The old name "LoopNet Leads" was a lia…
The headline for today is crisis-management-ops. It ate most of the cycles because I had to deal with the messy aftermath of audits. I spent the morning and afternoon wrestling with race conditions and secur…
I started the week by cleaning up the legal exposure on centerdeep.ai. The old name "LoopNet Leads" was a liability, so I renamed everything to Commercial Property Intel across the frontend and docs. It was…
The week started with a simple goal: make Crisis Ops actually usable by more than one person at a time. By Sunday night, I was looking at a v1.0.0 release for Majiks Studio Pro, a fully notarized DMG, and a…
Monday, February 9, 2026. 24 commits across 5 repos. This was one of those days where a single feature ripples through everything. The headline is crisis-management-ops going from single-user demo to somethi…