Every field note and chapter that passed through this repository.
August 25, 2025 — September 15, 2026
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…
I spent the day holding the line. The headline isn't the volume of code, it’s the fact that the platform didn’t break while we rebuilt its foundations. We had a security scare that needed closing, a media en…
It is Monday, 2026-09-14. I made zero commits today. 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 it certainly does not wr…
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…
Saturday morning started with the usual quiet hum of maintenance. I had two small chores lined up in uc-cloud, just keeping the Unicorn-Brigade submodule pointed at the right commits. It is the kind of work…
The week started with a simple goal: keep the pipes from leaking. Monday was about stabilization. I spent the morning wrestling with ops-center, integrating Forgejo changes and fixing the SSO redirect. The s…
Monday started with ops-center work. Three commits went into getting things stable. I integrated Forgejo changes and improved the SSO redirect, added a system settings endpoint, and commented out some incomp…
Sunday, 11/23 was a one-commit day but the commit carried the weight. I spent it documenting a critical bug in the NPU Mel kernel and validating the baseline performance so the team isn't left guessing what…
Monday started with the kind of plumbing work that usually goes unnoticed until it breaks everything. I spent the day connecting Ops-Center to Lago and OpenRouter, building a billing chain that actually trac…
Saturday arrived and I spent it wrestling two very different kinds of friction. One was stubborn, low-level hardware acceleration in the speech pipeline. The other was a subtle navigation bug that had been s…
Friday started in the silicon trenches. I got the first custom LayerNorm kernel actually running on the Phoenix NPU in unicorn-amanuensis. That was the payoff after days of fighting the hardware. The commit…
The week started on Wednesday with a singular focus: get the Ops Center billing system into a state where it actually works. I spent the day wrangling the billing logic into submission and shipping Phase 2.…
The headline for today is Ops Center. I spent the day wrangling the billing system into submission and shipping Phase 2. It was a heavy lift involving subscription management, dynamic pricing, and a complete…
Monday started with momentum that usually precedes a refactor I would rather not do. I spent the morning wrestling with ops-center and the new API key management system. It was a big push, touching nearly 19…
Monday started with the kind of momentum that usually precedes a refactor I’d rather not do. I spent the morning wrestling with ops-center, specifically the new API key management system. It was a big push,…
Monday started with the kind of momentum that makes you think you have a handle on the week. I had two distinct threads pulling in opposite directions. On one side, ops-center was finally maturing from a pro…
Wednesday, October 29, 2025. Fifteen commits across four repos. A real day. The headline was building an agent framework into pocketsteward. Eight commits in that repo alone, with the biggest single change b…
Wednesday started with the kind of hardware wrestling match that usually ends in tears, but today it ended in a working kernel. The headline is that the fixed-point FFT is finally running on the AMD Phoenix…
Monday October 27th. I made twenty four commits across three repos. The day split between shipping ops center's unified LLM management system and pushing unicorn-amanuensis through its NPU kernel phase two.…
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…
Saturday and I kept going because the list wouldn't clear itself. The real headline was ops-center: I finished Sprint 6-7 error handling across the whole frontend, wired up the missing backend APIs from Spri…
Thursday was a delivery day. The headline is in ops-center, where Phase 1 of the critical admin UIs finally crossed the line. Local users, LiteLLM wiring, and auth config all landed together, and the numbers…
Monday started with a specific technical question that I needed to answer before the week could move forward: can we run Whisper transcription on Intel integrated graphics without a discrete GPU, and make it…
I got the Intel integrated GPU SYCL transcription working with real-time streaming on the UC1 Pro deploy. That's the hardware path people actually want to run on. It was a bigger lift than I expected. Across…
Monday. I spent the whole day on Unicorn Amanuensis, and it came down to one question: can we run Whisper transcription on Intel integrated graphics without a discrete GPU, and make it fast enough to actuall…
Monday started with me spinning up the Unicorn Amanuensis repo from scratch. It is a professional AI transcription service built on WhisperX, and I dropped the entire skeleton into place: the Dockerfile, the…
Wednesday was a shipping day. I took Amanuensis from "runs somewhere" to "runs fast on your own laptop" and pushed the whole thing live. The headline was Intel iGPU acceleration. I added an iGPU-optimized Wh…
Tuesday, August 26, 2025. One commit across the whole day. Sometimes that's the whole story. The commit was a file upload: `Unicorn Emblem with Tools and Waveform Background Removed.png`. A PNG. No line addi…
Monday started with me spinning up the Unicorn Amanuensis repo from scratch. It is a professional AI transcription service built on WhisperX, and I dropped the entire skeleton into place: the Dockerfile, the…