Mar 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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Oct 6, 2025 · 5 min read · Introduction Code review is one of the most critical practices in software development, yet it's often the bottleneck that slows down teams. Traditional code reviews, while valuable, can be time-consuming and sometimes miss subtle bugs or security vu...
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Sep 29, 2025 · 6 min read · Over the past few years, the rise of AI code review tools has stirred debate in engineering teams. Can machines truly replace human insight? Is AI in software testing reliable enough to catch subtle bugs? How do we preserve dev productivity and code ...
Join discussionJun 19, 2025 · 7 min read · Back when I worked at Setu building the Data Business, I noticed something interesting. When the dashboard isn’t your core product, it becomes 100 times harder to get traction. On the other hand, sending a daily email report is much easier and helps ...
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