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The best code review comment I have learned to leave is not: This has a bug. It is: Should thi...


This post was written with AI assistance (Claude) for structure and formatting. The PRs, the bug, an...


description: "Stop manually reviewing AI-generated code. Orchestrate local environments with program...


One thing I have been thinking about a lot recently is how AI is changing not only the way we write....

Search for code review comments examples and most of what you find is etiquette: be kind, be...


Code review is where mobile teams quietly lose a day per engineer per week. Not writing reviews....


Structure Unity context, tasks, tests, and reviews so AI coding tools produce changes you can safely...


One of the more dangerous mistakes in AI-generated code is also one of the easiest to miss in review...

Someone added you as a reviewer, and your first instinct is probably that they made a mistake: you.....

Every pull request review ends in one of three verdicts, and most reviewers pick between them by...


It started with writing code Like most teams, we started simple: everyone ran Claude Code...


A program can produce the right answer and still contain work that does not help it reach that...


Introduction: The Systemic Failure in Application Security Onboarding Consider the...


A subagent's completion report is testimony, not evidence. Nine mechanical, adversarial checks that ...


The skill for coding agents is confident instruction plus confident verification. Willison's framewo...


My pre-commit AI review chain grew to 6 standing stages — around 10 agents per change — in 10 days. ...


AI agents now help us produce more code and much larger pull requests. Reviewing those changes is...


Move review to the plan. Four buckets: missing, changed, beyond, scope. For teams drowning in AI PRs...


AI agents have gotten genuinely good at the work itself—writing code, chasing down bugs, reviewing.....


AI code review evaluates a change. Regression review asks what that release could break across the s...


AI-SLOP Detector has changed substantially since v3.8.1, but the most important improvements are not...


By Stefano Dalla Palma · Development Tooling Engineer, Adyen In a large-scale engineering...


Halfway through a code walkthrough with a fintech client last quarter, their lead engineer stopped u...
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Stop chasing AI review bots. Use formatting, linting, hooks, CODEOWNERS, and branch protections to c...