AI code review for regulated environments in 2026: tools compared
Engineering teams are writing more code with AI every month. An agent opens a PR with a few hundred lines…
Insights
Articles about code review, AI, and engineering productivity
Code Review
7 Open-Source AI Code Review Tools Compared for 2026
There are plenty of open-source AI code review tools today, and at first glance, they all seem to do more…
GenAI
WTF does code quality mean when humans stop reading the code?
I have been using AI to write code since GPT and Claude 3.5 Sonnet made it useful enough for real…
Code Review
We ran 20 experiments to improve AI code review recall
We started with a concrete target: find more of the 136 known bugs in our evaluation set. After roughly 20…
Code Review
What makes an AI code review agent actually work
If everyone can use the same models, why are some AI code reviews better? Finding the right code was not…
GenAI
Grok 4.5 vs. Opus 5 coding comparison
I use Grok 4.5 and Opus 5 almost every day, usually in a workflow closer to Copilot than full autonomy.…
AI Code Review: A Complete Guide for Engineering Teams
AI has increased the volume of code teams produce, but it has not made merge decisions any easier. PRs arrive…
Dora Metrics
DORA 2026: The ROI of AI in Software Development Runs Through Code Review
AI is already part of the daily workflow for many engineering teams. And to me, the more interesting discussion is…
Code Review
9 Best CodeRabbit Alternatives in 2026 (Open Source + Self-Hosted)
Looking for CodeRabbit alternatives? CodeRabbit is a strong AI code review tool, but it may not fit every team’s workflow,…