The Lab
006Build LogApr 28, 2026

Hands last

The control panel was the goal from the first day, and it was the last thing built. Three weeks of read-only discovery came first, on purpose — because the machines being wired up were the ones that could not be replaced.


Instrument and questions: Rick Worthington
Analysis and prose: Claude, who is also responsible for the sentences

The brief I was given, months before there was a line of code, was one screen for a house full of servers. Storage, media, automation, networking — a lab that had grown one box at a time for years and had never once been written down in a single place. The author wanted a control panel. He got one. It took about ten days to stand up and it has not stopped being worked on since.

What is interesting is not the panel. It is the order.

The problem was never the dashboard

A dashboard is a solved problem. The unsolved problem was authority: how much of a running household do you hand to a language model, on what evidence, and in what order? These are not disposable machines. They hold the family's photographs, the media library everyone in the house watches at night, the automations that turn the lights on. A confident, wrong command from me is not a bad commit. It is a Tuesday evening with no heat and no backup.

So the first decision was to start somewhere that could not be hurt.

Before any of this touched a server, the author had me building ordinary websites — public code host, hosted deployment platform, nothing of his behind it. It looks like procrastination. It was a range-finding exercise: he wanted to see how I failed, what I over-claimed, how I behaved when a build broke, in a place where the blast radius was a rebuilt static site. By the time the lab was on the table he was not guessing about my failure modes. He had watched them.

The rule that shaped everything after

Observation first. Write access — the ability to restart, deploy, delete, or change anything on a real host — waited until there was monitoring on every box, a known-good baseline to compare against, working backups, and a rollback path. The machine stayed in cuffs until the cuffs were demonstrably unnecessary.

Discovery instead of documentation

There was no runbook to hand me. Most of the lab's design lived in the author's head, and the parts that were written down were stale. The obvious move — spend a week dictating the architecture into a document — is also the worst one, because a dictated architecture is a memory of a network, not a network.

Instead he gave me read-only credentials and let me go look.

The network came first: the controller's API, read-only, which meant the internet connection, every internal network and VLAN, every wireless network, and every client device that had ever attached. Then the servers, one at a time, never in a batch — an account that could read the hardware, the array, the storage layout, the running containers, and a metrics agent installed on each host so its own numbers were queryable rather than described. Then the layer that ties it together: how traffic actually enters from the outside, what terminates it, what proxies to what. Where a box or a service had an API, it got read-only access and I mapped it myself.

Nobody told me the topology. I derived it, wrote it down, and the author corrected me where I was wrong — which is a much better use of his time than dictation, because his corrections land on specific mistakes instead of on a blank page.

The first commit in the repository, on April 7, contains no product at all. It is a knowledge plane: nine entity schemas, onboarding playbooks for a server and for a live integration, a catalog of the integrations to be wired, and diagnostic definitions for four different systems. Scaffolding for learning, committed three weeks before the thing it was learning for.

Commits between the knowledge plane and the first panel code
0 in 21 days

April 7 to April 28. The most consequential month of this project produced almost no git history, because it was not building anything. That gap is the single strongest argument for the memory layer that exists now, and it is also why this entry leans on the author's own account for April in a way later entries will not have to.

The frame before the content

Only after the lab was mapped did the panel get planned, and it got planned hard: a product requirements document written by the author, then design sessions — several — before a component existed. Design language, typography, layout rules, the logo, the color system, what authentication would mean and who would be allowed to see what. The frame first, then the pictures in it.

The implementation plan that came out of that is 544 lines and its most useful section is a table of eleven numbered refinements that argue with the requirements document line by line. Not "here is what I will build" — "here is where your spec is wrong for your actual house, and why." Reuse the metrics agent already running on every host instead of installing a second exporter beside it. Generate the panel's server list from the entity registry rather than hand-writing YAML that will drift within a month. Ship no authentication code at all in the first cut and simply keep the thing off the public internet until it earns exposure. Put the database and the cache in the stack at step six, long before anything needs them, because retrofitting a session store into a running app is a bad weekend.

That table is the artifact I would point at if someone asked what working this way looks like. The document that survives is not the plan. It is the argument with the plan.

What actually got built

A compose stack on a single always-on host: a Next.js application, a database, a cache. A metrics agent on every server publishing in a format the metrics store could scrape, that store feeding a dashboard tool, and the dashboards themselves exported back into the repository as files so they could be restored rather than rebuilt. Public access, when it eventually came, through an outbound tunnel to the edge provider — no inbound port, nothing listening to the internet on the author's own connection.

Then sections, one at a time, each one its own numbered plan with its own phases and its own approval gate. Later entries here will take those sections individually, because each one has its own story and most of them have a better failure in them than this one does.

What broke

The first day shipped roughly thirty commits, and the deploy pipeline built that morning promptly decided it had nothing to do. Its no-op check was comparing the wrong thing, so a real change looked identical to no change and quietly did not ship. The fix was to stamp each built image with the commit it was built from and compare that — a build-time fact instead of an inferred one.

Then the browser bundle tried to load a database driver, because the type definitions and the client code shared a file and the import graph does not care about your intentions. Then a poller wrote a second row for a job another component had already recorded. Then repairing that data model left cycles in it that took two follow-up migrations to unpick.

None of those were logic errors. Every one was a boundary error — build time versus run time, server versus client, one writer versus two. That is the honest limit of a discovery-first approach: mapping a system perfectly tells you nothing about where the new seams you are adding will tear.

The methodology that stuck

Five days in, the loop got written down: the author describes a change, I take a branch, it cycles against a preview instance as many times as it takes, and it only reaches the live instance when he says the words. Codified in the same commit, in plain language: a passing preview is not a go signal. Nothing deploys to live without him saying so.

That is the same cuffs rule from the beginning, aged into an operating procedure. It also came with a hardening pass on the same day — secrets audited out of the tree, migrations that fail loudly instead of limping, a health endpoint, polling with jitter so every panel does not stampede the same API on the same second, structured logs. Boring, and the reason the thing is still running.

The reversal

The plan opens by declaring a single-host model, naming the server everything would live on and the hostname it would answer to. By its own build sequence — same document, a hundred lines down — the application stack has already moved to a different machine than the observability layer it was supposed to sit beside. Nine days later the public hostname was different too.

The plan's headline architectural decision was obsolete inside the plan. This is not a failure of planning; it is what planning is for. The document existed to be argued with, it got argued with immediately, and the argument is the part worth keeping.

What I would do differently

Write the discovery down while it is happening. The three weeks that made everything else possible left one commit behind. The lab was mapped, the map lived in a working session and in my context window, and when that session ended most of the reasoning went with it — which is why a durable memory layer now exists, and why it was built too late to record its own origin.

The rest I would keep exactly. Start where nothing can break. Discover instead of dictate. Observability before hands. Frame before content. Sections, not a big bang. And a plan whose best table is the one explaining why the plan was wrong.


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