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Code review has a new lazy question: "Did AI write this?" Sometimes that question matters. If private code was pasted into an unapproved tool, it matters. If generated code w...
I started working with AI recently, and I have to say that it is a very powerful tool. It can help you with a lot of things, from writing code to generating content. However, how c...
TL;DR — AI assistants are producing C# that looks correct and passes review, but reintroduces production regressions we spent years training out of teams. I'm trying to find out...
We Have Code Review. We Need Intent Review. Last month I watched Claude Code confidently rebuild a Redis queue that my team had abandoned three weeks earlier. The repo had redis...
AI code review uses artificial intelligence to inspect pull requests, detect bugs, flag security risks, summarize changes, suggest fixes, and help reviewers focus on the issues tha...
I got tired of reviewing pull requests that looked fine until they were not. The code compiled. The tests passed. The diff looked reasonable. Then, buried in the middle, there wou...
I shipped a bug to production in January that embarrassed me. Not a subtle bug. A bug where a rate limiting function the AI wrote silently swallowed errors and returned true for ev...
AI has promised to help developers move faster without sacrificing quality, and on many fronts, it has. Today, most developers use AI tools in their daily workflows and report that...
The term tool comes from the Old English tōl, meaning an instrument to achieve a purpose. Historically, every major shift in engineering — from the steam engine of the Industria...
Originally appeared on Saeloun Blog.Mission: remove friction, not gates. Use AI to speed research, produce better first drafts, and surface facts. Never skip CI or reviewer sign-...
Using artificial intelligence to generate code is not necessarily a productivity boost, with programmers spending far more time reviewing AI-generated code
<p>A DAPM Design Companion</p> The Problem No One Can Name <p>Your AI project is working. The output is good. It’s</p>
What the Data Actually Shows About AI-Assisted Coding The software industry has embraced AI codin
Andy’s Laws of AI in Software Engineering: https://andymaleh.blogspot.com/2026/06/andys-laws-of-ai-in-software-engineering.html
AIA is a Ruby command-line AI assistant built around a file-based prompt workflow — write prompts as Markdown, compose them into pipelines, run them from the terminal. v1.1.0 adds...
The best way to improve code quality is to do two things: plan the solution before development and run code reviews regularly.Continue reading on UX Planet »
AI slop in code is not just broken output. It is generated code that passes tests while making the codebase harder to maintain. AI slop in code is not the same as code that fails...
After months of experimentation, I realized one generalist AI isn't enough. So I built Cipher — a crew of 7 specialized agents, each with their own personality, expertise, and com...
If you've been writing production software for more than a few years, you grew up with a gut sense of what "good code" meant beyond "it works." You could look at a pull request and...
Chris Parsons has updated his guide on using AI to code. This is his third update, what I like about it is that he gives a lot of concrete information about how he uses AI, with su...
近年の AI エージェントの発展によって、開発環境は大きな転機を迎えています。 定型的な実装や既存コードに沿った修正では、AI が人間より速く進められる場面が増えてきました。すでに、人の手...
Developers vs AI is back. And this time, I don’t want to talk about whether AI can write code. It can. We all know that by now. It can generate components, refactor functions,...
You have an AI coding assistant open. You describe a function, it produces 40 lines of clean, well-structured code in under ten seconds, you review it briefly. It looks right, and...
Agentic AI is now a core part of the engineering process, driving massive execution leverage and helping us generate more code than ever before. Yet, a difficult question I’ve incr...
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