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Notes from the workshop

What we learned building things, written up while it was still fresh. No thought leadership, no listicles.

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234 articles · page 26 of 39

16 Apr 2026

Estimating support load before launch

Nobody scopes the support desk when they scope the product. It shows up as an emergency about six weeks after launch.

ProcessDeliveryClients

Process · 5 min

15 Apr 2026

The database migration we ran twice

The first run of a schema migration told us it would work. The second run, under production load, told us the truth.

EngineeringQuality

Engineering · 6 min

14 Apr 2026

Pairing a tester with an agent

We tried putting a QA engineer and a coding agent on the same ticket at the same time. The friction was useful.

TestingAIQuality

Quality · 6 min

13 Apr 2026

The cost of an untyped boundary

The most expensive bugs we've fixed this quarter all crossed a boundary where nothing checked the shape of the data.

EngineeringQuality

Engineering · 6 min

10 Apr 2026

Why model choice is the least interesting decision

Clients often ask which model we use before asking what happens when it's wrong. We'd rather answer the second question first.

AIEngineering

AI · 6 min

09 Apr 2026

Dashboards nobody opens after week two

We shipped a SaaS analytics dashboard that tested well and then usage fell off a cliff. The reason wasn't the dashboard.

Case studyDeliveryQuality

Case notes · 5 min