Apr 30 · 10 min read · For a long time my code review process was a bottleneck. PRs sat in queue for hours because I was the only senior dev who could review backend changes. By the time I got to a review, half the context was stale, the author had moved on to other work, ...
Join discussionApr 28 · 7 min read · GitHub: github.com/adityakmr7/ai-code-reviewer I wanted a code review tool that actually runs locally — no sending my code to a third-party API, no monthly bill, no rate limits. So I built one: a cr
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Apr 19 · 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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