Field reports from the studio: what we built, what we threw away, and what we learned
shipping production software for a small number of teams.
No newsletter spam. No SEO mulch. Posts when we have something to say.
The clearest trend of 2026 is consolidation: research, build, deploy, and even growth compressing into single agent platforms. Here is how to take the upside without signing away the exit.
Agents that can trigger payments and call smart contracts are a new, largely unmapped attack surface. How it differs, and how to defend it.
Delegation is a different discipline from autocomplete, and most teams are not set up for it. What an agent task actually needs.
The model writes the code in minutes and the team debugs it for an hour. The productivity story leaves out the verification bill.
Not the headcount-slashing fantasy and not a normal team that pays for a few subscriptions. How the org chart, the day, and the economics actually change.
The code works. The architecture is clean. The team is good. And the company still fails to scale.
The AI conversation is dominated by large enterprises. Here is what actually changes when a small business adopts these tools, and what stays the same.
Most teams treat deployment as something you set up when you have time. We treat it as the first thing we build.
We spent a year ignoring Go generics, six months using them wrong, and the last year finding the handful of patterns that actually belong in a production codebase.
Three months of AI-assisted coding in production. What held up, what collapsed, and where it changed the calculation.
Most "AI agents" are just chatbots with extra steps. Here are the patterns that actually work in production.
Not a language war. A practical rubric built from real projects, with a decision flowchart.
Most startup security failures are known patterns hit by automated tools against teams that assumed it was someone else's problem.
Technical debt is not a code problem. It is a business problem with a compound interest curve.
No drips, no funnels, no "engagement campaigns." Just the next post when it lands, about once a month, sometimes less.