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Overview
Stories and lessons learned.. When we learn something useful, we send it to our newsletter. Once or twice a month.
News
Coding Agents Gotta Attach Demo Videos
One of the first problems that comes up when you try to automate software development is verification. You might have Codex build you a new button, only for it to be janky. So teams will have coding agents add screenshots. This helps, a bit? But the furth
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Surprise! Pay $1000
Like many developer teams, we've been getting fed up with GitHub Actions. As our PR throughput has gone up, it's increasingly obvious that our CI actions are too slow and expensive. While there are a lot of ways to mitigate this, we'd been encouraged to t
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Test Coverage Won't Save You
A year ago, if a codebase accumulated three different ways to do the same thing, somebody would usually notice. A reviewer might leave a comment. A senior engineer would mutter something about "yet another helper," and eventually the team would clean it u
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Building for Voice In, Visuals Out
Some of the lessons we've learned building realtime AI, from latency constraints to UX ramifications.
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Infer Meetup, April 2026
The latest Infer Vancouver event is happening on April 9, featuring AI engineers from Ada, Gumloop, and Cresta.
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