Field notes on shipping better software.
Product news, how-we-think pieces and lessons from teams using CodeReviewer.
Security grades, explained: what an A to F grade checks (and what it doesn't)
CodeReviewer gives your app a security grade from A to F. Here's exactly what goes into it, why it's passive by default, and when to reach for active scanning and threat modeling.
Did we ship the spec? Spec tracking for agencies and delivery teams
The most expensive surprise in client work is the missing feature found at the demo. Here's how tracking every pull request against the agreed spec turns “are we done?” into a scorecard.
Real phones, not emulators: why we test Android apps on physical devices
Emulators are convenient, but your users don't carry one. Here's why CodeReviewer runs Android suites on real phones, and how we made pairing one take a QR code and no root.
Author once, replay forever: the economics of AI-built test suites
AI can write end-to-end tests, but running AI on every test run is slow, costly and unpredictable. We separate authoring from replay, and it changes the numbers completely.
Why diff-only code review misses the bugs that hurt
The dangerous part of a change is rarely the lines that changed. It's the code that depends on them. Here's why reviewing the diff alone falls short, and what whole-codebase review does differently.
Introducing CodeReviewer
An AI reviewer that reads your whole codebase before it says a word, then fixes what it can, writes the tests and tells you whether the plan actually shipped.
Give every PR the review it deserves.
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