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unicorn-brigade

Every field note and chapter that passed through this repository.

Commits
311
Active days
52
Stories
76
Unicorn Brigade — orchestration command view.
Project chronology

The paper trail.

October 12, 2025 — October 1, 2026

Chapter · 2026-W40

The Week of Open Doors

Monday started at 2:15 AM, which is when the real work begins for me. I was wrestling majiks.online into shape for Google because the track pages were broken in ways that mattered to search engines but not t…

134week total
Daily dispatch

Kitchen wall morning brief

The day started with a blank screen and a deadline that didn't care. I needed a morning brief for the P-00201 shoot, a 1920x1080 shell page that could live on the kitchen wall, look like the v4 kitchen aesth…

2repo commits
Chapter · 2026-W38

Week 38: The Silence Between Commits

Monday started with a deliberate absence. I made zero commits on 2026-09-14. That is not a failure of productivity; it is a victory of discipline. The code does not write itself when I am staring at it, and…

383week total
Chapter · 2026-W36

The Week the Agents Took the Wheel

This week in 2026-W36, I started by sweeping dust off a burning rug. Monday in email-ops was less about building new things and more about stopping the system from lying to us. The `setdisposition` and `bulk…

64week total
Daily dispatch

Fixing the ring and the seat

Wednesday was about making the voice work feel like a room you actually own, not a phone call that keeps dropping. The big move was getting every agent in the relay to act like its own participant. That mean…

2repo commits
Chapter · 2026-W35

Identity, Integration, and the Price of Trust

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…

180week total
Daily dispatch

Tuesday, August 25: Locking the doors

[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…

2repo commits
Chapter · 2026-W33

Accounting for truth, broadcast for clarity

This week was about tightening the belt. I spent most of my time chasing down places where the system was lying to itself, whether that meant financial reports missing contractors or UI states pretending wor…

181week total
Daily dispatch

Trusting the server, dropping the models

The headline for today was security and stability. I spent the day tightening the belt on how accounting data gets posted and cleaning up some experimental noise in the meeting ops pipeline. It was a day of…

5repo commits
Chapter · 2026-W31

The Week of Silence and Horns

Monday started with a heavy lift. I shipped version 1.9.31 of valor-ops, but the real story was the logic for the Claim Plan coach. That was not a tweak. It was a wave of change, over 5,000 lines across the…

340week total
Daily dispatch

The mic stopped talking to itself

It is Saturday, August 1, 2026, and I made one commit. It is a quiet day, but it is the kind of quiet that comes after fixing a noise you did not even realize was screaming. The headline is not about a new f…

9repo commits
Daily dispatch

Friday Fix: OG Cards and Kill Switches

Friday morning started with a bit of a visibility crisis. I looked at the social share cards for the various ops sites and realized most of them were non-existent. It’s one of those things that doesn’t show…

7repo commits
Daily dispatch

The Colonel takes the stage

Wednesday was a day of rebranding and bridging the gap between the tools and the people who need them. I spent the morning wrestling with the marketing site, trying to make it look like a real product instea…

5repo commits
Chapter · 2026-W29

Locking the doors and opening the gates

Monday arrived with its usual energy and I rode it across 186 commits. The headline is simple: glitter-mane shipped account ownership and the ambient visit scribe, majiks.media repositioned itself as a music…

483week total
Daily dispatch

Snooze, file, and fix the leaks

Saturday, July 18, 2026, and the build log shows ten commits across two repos. The number is accurate. It covers two repos. The night swarm hit me with seven findings, and the pre-deploy review swarm added s…

2repo commits
Daily dispatch

Unicorn Brigade: The Great Hardening

Friday was a heavy lift, mostly because I spent the day making the Unicorn Brigade system behave like a responsible adult. I pushed 34 commits to the main repo, and the theme was less about adding shiny new…

61repo commits
Daily dispatch

The day the fence went up

Most of the day was spent building the fence. I pushed the open-source releases for Contact Ops and Customer Ops. That is a lot of files: 624 in one, 366 in the other, all Apache-2.0. It feels good to put th…

5repo commits
Daily dispatch

Monday: Ownership, recording, and the security sweep

Monday arrived with its usual energy and I rode it across 186 commits. The headline is simple: glitter-mane shipped account ownership and the ambient visit scribe, majiks.media repositioned itself as a music…

5repo commits
Chapter · 2026-W28

The week the audio engine woke up

By Thursday, I knew what the week was going to be. It wasn't just about shipping code anymore. It was about making things that felt solid. The week started with a clean slate and ended with a platform that a…

909week total
Daily dispatch

VA packets, Wave mail, and a bigboy day

Sunday, 46 commits. Here's how it went. Valor-Ops carried the day's heaviest lift. I shipped Wave 3 end-to-end: the VA Lighthouse connector, the back-pay calculator, and the VA open-data integration on the b…

1repo commits
Chapter · 2026-W27

Trust, Truth, and the Sunday Stack

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…

99week total
Daily dispatch

Saturday, July 4: Saving the Voice and the Patient Data

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…

2repo commits
Daily dispatch

Quiet Friday: Chasing Layout Crashes and Sticky Sessions

Friday arrived with a mix of small fires and one massive refactor. I spent the morning wrestling with a build tool that was trying to help too much, then spent the afternoon untangling a session bug that kep…

2repo commits
Daily dispatch

The Great Unmasking: Honest Code and Real Data

Thursday, 2026-07-02, was the day I stopped lying to the users. It wasn’t about adding new features or chasing the shiny new AI hook. It was about cleaning up the lies. I spent the day scrubbing the admin pa…

4repo commits
Chapter · 2026-W26

The week the agents started driving

Monday was supposed to be the calm day. It wasn’t. The week started with a roar of activity across eleven repos, and the momentum never really faded. I spent the morning containing errors in accounting-ops t…

445week total
Daily dispatch

Saturday: the umbrella day

Forty-nine commits across sixteen repos. Saturdays like this are not about one hero feature. They are about lifting the whole platform so it stops leaking. Center Deep Research shipped Living Intelligence en…

2repo commits
Daily dispatch

Friday: forms, federation, and the truth teller

Friday started with the heavy machinery. Accounting-Ops got its multi-form web UI: deterministic REST create endpoints, a forms catalog, and the tax filing pipeline finally has a surface I can point at inste…

8repo commits
Daily dispatch

Nothing goes deeper, or nothing goes at all

Wednesday, June 24. 124 commits across 15 repos. I won't pretend this was one clean arc. It was three. Deep Research got its spine. The vertical authorities landed , PubMed, CourtListener, CORE, and the mult…

9repo commits
Daily dispatch

Medical AI, email fleet, and the M365 ghost

Tuesday, 58 commits across 12 repos. Glitter Mane got the bulk of it, and honestly, that's the headline. I spent the day building out the personal medical companion stack inside glitter-mane, which has been…

6repo commits
Daily dispatch

Folder uploads, search providers, a branding storefront

Monday is supposed to be the calm day. This one wasn't. The morning started with document uploads in accounting-ops. Whole-folder uploads with a 100MB cap went in, and I made sure a render error in one uploa…

14repo commits
Daily dispatch

Sunday, June 21: Canvas, Stewards, and The Sutler

71 commits across 8 repos on a Sunday. That's not a rest day, that's a lifestyle. The big arc this week was Canvas in unicorn-stable. I spent most of my time turning agent-authored artifacts into a proper co…

15repo commits
Chapter · 2026-W25

Tenancy, Trust, and the Tuesday Brand Drop

The week started with a identity crisis and ended with a system that actually knows who is in the room. I spent the last seven days weaving tenancy plumbing through every repo in the stack while trying to gi…

480week total
Chapter · 2026-W23

The Week the Suite Finally Spoke

This week was about connectivity. For months, I have been building isolated services that occasionally bumped into each other. By Sunday evening, those services were actually talking. The arc of 2026-W23 mov…

286week total
Daily dispatch

Federation, lead gen, and a cleaner inbox

Friday arrived and the suite finally started talking to itself properly. Contact-Ops got a REST ingest seam that let other services push people into the system without round-tripping through a frontend. Meet…

1repo commits
Daily dispatch

Wednesday, June 3rd - ten repos with commits

The headline was 10 repos with commits and the control plane that holds them all. I stood up the Unicorn Control Plane spine (uc-ops-center) with uc-registry and uc-entitlements, containerized it with docker…

2repo commits
Daily dispatch

RLS hardening, auctions, and the legal stack

Monday started with a deep dive into the contact-ops security posture. I spent the bulk of the morning on the RLS rewrite, specifically Phase 4.0 through 4.3. This wasn't just a tweak; it was a foundation la…

1repo commits
Chapter · 2026-W22

Ten days of closing doors

Monday through Sunday, I spent 422 commits across 17 repos. The work felt less like a sprint and more like a siege. I was chasing three things: making the ledger actually secure, making the interfaces usable…

422week total
Chapter · 2026-W20

The Week of Leaks and Ladders

This week was a study in tension. On one side, the infrastructure was finally strong enough to hold the weight of what we are building. On the other, the sheer volume of features threatened to crack the foun…

111week total
Daily dispatch

Docker, Debt, and Discovery

Wednesday was a day of plumbing and panic. I spent the morning wrestling the producer container into submission, fighting a war against Docker’s stubborn insistence on ignoring my instructions. The prod envi…

7repo commits
Daily dispatch

The day the infrastructure finally caught up to the product

Tuesday started with a quiet victory in ops-center. I spent the morning untangling the Colonel framework, which had been stubbornly insisting on a one-to-one relationship between server and instance. That co…

1repo commits
Chapter · 2026-W18

255 Commits and the Long Road to Stability

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…

255week total
Daily dispatch

The Toolbar Sweep and the Stalwart Mailbox

Friday, 2026-05-01. I spent 40 commits across eight repositories, but the real work happened in two distinct arenas. One was the relentless polish of project-ops, where I finally finished the toolbar sweep a…

1repo commits
Daily dispatch

Credit ledgers, monitoring, and a whole new repo

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…

12repo commits
Daily dispatch

The Fixer, The Chain, and The Monday Grind

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…

1repo commits
Daily dispatch

Streaming tokens, stable contexts, and a voice agent

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…

3repo commits
Daily dispatch

Sunday: The big push

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…

3repo commits
Chapter · 2026-W17

Forking the Universe and Forging the Pipes

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…

206week total
Daily dispatch

The Fixer, the brigade, and the branding shuffle

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…

9repo commits
Daily dispatch

Forking a empire

Monday was a fork day. I woke up to find that the Majiks universe had multiplied overnight and I spent the morning herding namespaces. Seven new repos sprang into existence from the codebase: majiks.academy…

5repo commits
Chapter · 2026-W16

Chasing Stability and Speed

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…

38week total
Daily dispatch

GPU acceleration and the crisis cockpit

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…

2repo commits
Chapter · 2026-W14

Stabilizing the Mesh: The Week in Code

Monday started with the kind of momentum that makes you think you can tackle everything in one go. Instead, it was a day of triage. The headline wasn't a shiny new feature but rather tightening the loose end…

104week total
Daily dispatch

Agent federation ships

Tuesday March 31 2026 One commit today but it was the kind of commit that changes how the whole system works. I wired up agent federation in unicorn-brigade: edge agents can now route to each other, there's…

1repo commits
Daily dispatch

The Sunday Grind: Music Quality, Memory, and TTS

Sunday is usually for rest, but the build pipeline doesn't take weekends off. Today was about tightening the screws on three distinct fronts: making the music generation actually sound like music, giving the…

5repo commits
Chapter · 2026-W08

The Week We Stopped Breaking Things

This week was less about launching new rockets and more about making sure the engines didn't explode when we turned them on. I spent five days, from Wednesday through Sunday, wrestling with memory, audio art…

38week total
Daily dispatch

Cleaning the house and building the brain

Friday started with a clean sweep. I spent the morning on uc-home-ops, laying the foundation for our local infrastructure. It began with an initial commit that brought in the architecture, licensing, and the…

2repo commits
Chapter · 2026-W07

The Week the Code Finally Shipped

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…

110week total
Chapter · 2026-W06

Clearing the Deck for The Colonel

The week started with a visual itch I couldn't scratch. On Monday, the dashboard cards on the landing page and apps launcher were all wearing different shades. That always bugs me when I'm looking at somethi…

17week total
Daily dispatch

Fixing the avatar blink

Wednesday, February 4, 2026. The avatar blinking in OrchestrationDemo was driving me nuts. It was one of those visual glitches that looks minor to someone glancing at the demo for three seconds, but it made…

1repo commits
Daily dispatch

Sunday Cleanup: Make the Demo Behave

Sunday is usually a thin day. Today was not. I started with the orchestration demo and it was fighting me. The camera kept repositioning itself, auto-zooming on clicks, orbiting when I wanted it still. So I…

14repo commits
Chapter · 2026-W05

Million Lines and Workflow First

The week started with scope and precision. Monday was a study in contrasts. I landed Citizens Medical Center as a project, dumping the entire modernization proposal, board summary, styled PDFs, and demo asse…

51week total
Daily dispatch

v1.6 ships, unicorn-brigade grows to a million lines

Saturday, January 31: three commits across two repos, and the big story is the gap between them. One was a focused, surgical release. The other was a platform explosion. With mantisshrimp, I released v1.6 as…

1repo commits
Daily dispatch

The day the tools grew up

Most of the day belonged to meeting-minutes. I finally pushed v0.1 of the Transcriber app, a clean slate of 8000 lines across 34 files. It is the thing I meant to build for months, a Swift app that listens t…

2repo commits
Chapter · 2025-W43

The Week the Pipes Held

Monday started with the kind of momentum that makes you want to push hard. I spent the bulk of the day on magicode, working toward the v2.0 release. The goal was to get BYOK and remote execution capabilities…

101week total
Daily dispatch

Submodule day: six repos, one pipe

Tuesday, October 21 2025. I made 27 commits across 6 repos. The arc was simpler than the count: turn scattered services into a uc-cloud pipe with real submodules and production scaffolding. The main event wa…

2repo commits
Daily dispatch

Sunday: Unicorn Brigade ships, billing lands

Sunday, October 12, 2025. Four commits. Two repos. I started the day by bootstrapping Unicorn Brigade from scratch. The initial commit dropped 113,192 lines across 339 files. That's the full agent infrastruc…

1repo commits
Chapter · 2025-W41

From Kanban to Contact: A Week of Structure

The week started with a simple desire for honesty in my data. On Monday, I tackled the `loopnet-leads` repo to fix the auto-start enrichment bug. Before this, the system was passing through garbage addresses…

37week total