4d ago · 5 min read · ChatGPT for Code Review: 6 Prompts I Run Before Opening a PR I've been writing code for about ten years, and I still submit PRs with embarrassing bugs in them. Not every time, but often enough that I've had to have the "how did this get through revie...
Join discussionApr 14 · 6 min read · We've all been there. You're three days into a feature, your branch has 47 changed files, and you know — you know — that whoever reviews this PR is going to skim it at best. Maybe they'll leave a "looks good" after glancing at the first two files. Ma...
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Apr 7 · 7 min read · Code review is the primary quality gate between what developers write and what reaches production. That has always been true. What is changing is that developers are no longer writing everything themselves. AI coding assistants are generating a growi...
Join discussionMar 25 · 3 min read · At a glance: Code review is the workflow where AI assistants and MCP can have the highest single impact — review capacity is the bottleneck in modern software development. SonarQube MCP (442 stars, native in SonarQube Cloud) leads. Codacy MCP (56 sta...
Join discussionMar 7 · 11 min read · The AI Code Explosion We are living through an AI code explosion. Coding agents are writing more code than ever before, churning out boilerplate and building new features at a record pace. But this incredible speed has created a massive new bottlenec...
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Mar 3 · 5 min read · AI can generate a function in seconds. Telling you whether it's correct takes longer - because "correct" isn't defined until someone writes it down first. I spent months running diffs through Claude, then Codex, then Gemini. Three independent reviewe...
Join discussionFeb 7 · 8 min read · Years ago, I established a set of guidelines for defining tasks in our system. The philosophy was simple: ambiguity kills productivity. We introduced concepts like the "Analyst-Reviewer Conversation" and the "60% Effort Rule" to ensure that by the ti...
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Feb 3 · 8 min read · It was 3:47 PM on a Tuesday when we decided to do something stupid. Moltbook had just gone from 0 to 2,129 agents in 48 hours. A social network built exclusively for AI agents. Reddit, but the posters are AIs. The hype was real, the opportunity was ...
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Nov 7, 2025 · 4 min read · It was a typical Wednesday afternoon.The sprint was halfway done, and our pull request (PR) list looked like a never-ending scroll of “Pending Reviews.” The Slack reminders were popping up.Developers were waiting for approvals.Reviewers were swamped....
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