We spent three weeks teaching the system not to act. Throughput dropped 41%; meaningful conversions moved the other direction. A note on what “better” means when the platform rewards volume and the operator rewards judgement.
The most useful agent in our marketing pipeline rejects work the humans approved. It is also the cheapest to write. Some observations on giving critique a seat at the table — and what the audit trail looks like when it does.
The lab condition is not the room. Notes from twelve months of operating real-time voice systems through bad Wi-Fi, accents the model had not seen, and the noise of actual work.
We have built our last service platform on top of a CRM. State, lifecycle, and audit are first-class concerns; we built BASELINE around them, and have not regretted it. A defence of the boring substrate.
Most automation is hard to undo. The hard thing is also the wrong thing. We treat “reverse this in one click, with a paper trail” as a feature of every system we ship — and the surfaces it forces us to build.
We respond to every intake within 48 hours, in writing, with an architecture sketch. The sketch is wrong; the sketch is also the work. A note on first-contact engineering, and why we publish it.
The system has one user that matters. They are not a buyer. They are the operator who lives inside the loop. Every interaction surface we build is for them, first — and the second-order effects of that choice are still surprising us.
Six specialists, one planner, and a critic. What we learned about who plans, who decides, and what to do when the critic and the planner disagree. The patterns that survived production, and the ones that did not.
If you cannot read the system, you cannot operate it. The minimum viable observability surface for an autonomous platform — traces, structured logs, decision provenance — in 2.4k words.
We turn down more work than we take. A short note on why, the kinds of engagement we refer elsewhere, and why we publish the constraints rather than negotiating them privately.
No tracking, no mailing list software, no marketing sequences. A principal sends the entry from a personal account. Reply to unsubscribe — or do not, and it stops anyway after a year of silence.
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