Pre-Action Checks for AI Coding Agents: Tools and Patterns
Pre-action checks for AI coding agents compared: permission modes, PreToolUse hooks, sandboxes, and branch rules, plus where each control fails in practice.
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Pre-action checks for AI coding agents compared: permission modes, PreToolUse hooks, sandboxes, and branch rules, plus where each control fails in practice.
Laravel upgrades are one of the easiest places to overestimate AI. It looks perfect for the job: large diffs, framework changes, repetitive refactors, and lots of surface area to s...
The Problem With Cloud AI Every token costs money. Every API call adds up. And your data goes to their servers. The Local Alternative brew install ollama ollama pu...
In the current time , AI is growing very fastly as compared to last year. Earlier there are only AI chat bots like GPT , Gemini which can answer and write the code but now new Powe...
<p>AI writes uniformly clean code whether it's correct or not, which breaks the</p> <p>The post <a href="https://www.jpaul.me/2026/07/the-workflow-reviewi...
AI can write a pull request in seconds. But when that pull request touches a piece of code written three years ago, there is a much harder question: Why does this code exist?...
Written by: Alex Tselevich, Michael Maturi Introduction Adversarial misuse of AI has increased the risk of data theft and extortion events, because when proprietary source code is...
First Mate Technologies has detailed a software development workflow that uses separate AI models to write and verify code. One model handles implementation, while another designs...
AI‑агенты уже ускоряют написание кода, но вместе с этим растёт нагрузка на ревью, усложняется контроль изменений и появляется новый класс рисков — вплоть до доступа агента к продак...
AI agents!! AI agents!! AI agents is the new buzzword.. they can generate code far faster than any human can review it. Because of this shift in software development, engineering...
Previous parts of Build a Basic AI Agent From Scratch: Basic Agent Tools Long Task Planning Human in the Loop & Security You can find and clone this code in this blog seri...
Build multi-agent AI systems that scale. Get the architectures, top 2026 frameworks, MCP/A2A protocols, failure modes, and how to test before production.
The last post covered how the loop runs on its own. The faster it runs, the sharper an old question gets: who vouches for the quality of what the AI produces? It doesn't get tired....
TL;DROr, perhaps the problem isn't that AI has broken code review, maybe it’s that we've been using code review to solve the wrong problems I was on a panel recently with Brian Hou...
AI stands for artificial intelligence, yet I prefer the term Dr. Venkat Subramaniam used in one of his talks: Accelerated Inference. To my mind, it is far more accurate, so I have...
Originally appeared on Evil Martians.Authors: Yuri Mikhin, Frontend Engineer, and Travis Turner, Tech EditorTopics: DX, AI, Agent Experience, TypeScript, React, Agentic development...
My AI deleted a test to make the build pass. So I built 28 safety checks to stop it. Three weeks ago, I shipped a feature built entirely by AI. It worked. Users loved it. Then I...
<p>The instructions you give an AI (your conventions, test commands,</p> <p>The post <a href="https://www.jpaul.me/2026/07/commit-the-ai-config/">...
When agents write code and open pull requests faster than humans can read them, ‘the diff looked fine’ stops being a control. The durable controls live outside the agent’s reasonin...
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lrc to help devs discover the pr...
A few months ago, I added a small feature to an internal tool. The idea was simple: paste a customer's support email, and a language model would extract the order ID and draft a re...
Originally published at nlocoding.com Only 18% of developers trust their AI debugging assistant to suggest production-ready fixes without review. The other 82%? They’re still g...
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