Learn how great teams review, test and ship.
Research you can take to your team.
The Hidden Cost of Code Review Latency
Why the hours a pull request spends waiting cost more than the review itself, and how to measure and shrink them.
From Spec to Shipped: Measuring Delivery Against Requirements
How to know, with evidence, that the plan actually shipped, not just that the tickets closed.
Author Once, Replay Forever: The Economics of AI-Built Test Suites
Why maintenance, not authoring, decides whether an end-to-end suite survives, and how separating the two changes the maths.
Continuous Security Testing for Small Teams
How to make security testing a low-noise weekly habit, without a security team or an annual pentest budget.
Latest writing.
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.
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