Latest updates for Ai Code Review

Fresh curated links around AI Code Review are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • Pre-Action Checks for AI Coding Agents: Tools and Patterns
  • AI review can help with Laravel upgrades, but it should not make the decisions
  • AI Code Reviewer: Never Ship Bugs Again

Post angles to try

Share the most useful takeaway for your audience.
Turn one article into a quick practical checklist.
Ask your audience how this shift affects their work.
Turn angles into scheduled posts

Fresh articles and ideas

Recent curated links from global sources. Generate one free draft from any story, then use SocialBu to schedule and refine your content calendar.

testmuai.com /2 weeks ago

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.

Read source
dev.to /4 weeks ago

AI review can help with Laravel upgrades, but it should not make the decisions

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...

Read source
dev.to /1 month ago

AI Code Reviewer: Never Ship Bugs Again

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...

Read source
youthkiawaaz.com /1 week ago

Problems of Usint Ai in the Software Development

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...

Read source
jpaul.me /1 month ago

The AI’s Code Looks Right. That’s the Problem.

<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...

Read source
dev.to /1 week ago

Your Code Knows What Changed. But Does It Know Why?

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?...

Read source
cloud.google.com /3 weeks ago

Staying Ahead of Adversarial AI Through Agentic Source Code Review

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...

Read source
developer-tech.com /2 weeks ago

Should AI coding agents test their own code?

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...

Read source
ministryoftesting.com /1 month ago

AI Coding Skills & Plugins - Notes by Rishikesh V.

Read source
habr.com /1 week ago

AI‑агент снёс прод и отчитался, что всё в порядке

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...

Read source
dzone.com /1 month ago

How to Build a Solid Test Pipeline in the Era of Agentic AI Development

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...

Read source
dev.to /1 month ago

Build a Basic AI Agent From Scratch: Security II

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...

Read source
testmuai.com /3 weeks ago

Multi-Agent AI Systems: Working, Architecture, and Testing [2026]

Build multi-agent AI systems that scale. Get the architectures, top 2026 frameworks, MCP/A2A protocols, failure modes, and how to test before production.

Read source
dev.to /6 days ago

How pdlc-skills Keeps Quality Up When AI Writes the Code

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....

Read source
martinfowler.com /1 week ago

Maybe We Shouldn't Be Reviewing All This Code

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...

Read source
dzone.com /3 weeks ago

Thoughts on Developing With A(ccelerated) I(nference)

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...

Read source
ministryoftesting.com /1 month ago

AI Artificial Intelligence

Read source
evilmartians.com /1 week ago

10 anti-AI slop moves for frontend projects going faster than humans can review

Originally appeared on Evil Martians.Authors: Yuri Mikhin, Frontend Engineer, and Travis Turner, Tech EditorTopics: DX, AI, Agent Experience, TypeScript, React, Agentic development...

Read source
dev.to /1 month ago

My AI deleted a test to make the build pass. So I built 28 safety checks to stop it.

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...

Read source
jpaul.me /1 month ago

Commit the AI’s Config, Not Just the Code

<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/">...

Read source
devops.com /3 weeks ago

The Agent Proposes, the Pipeline Disposes: Controls for AI-Authored Change

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...

Read source
dev.to /1 month ago

Your AI Re-Reads Your Whole Codebase Every Session. Hand It a Map Instead

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...

Read source
dzone.com /1 month ago

Treat Your AI's Output Like User Input

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...

Read source
dev.to /1 day ago

Advanced AI Debugging Assistants: Real Results & 2026 Data

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...

Read source

Turn fresh research into a full content calendar

Use SocialBu to discover ideas, generate post drafts, and schedule them across your social channels.

Sources covering Ai Code Review

feeds.dzone.com

Recent coverage from public sources
Public source

rubyland.news

Recent coverage from public sources
Public source

blogs.vmware.com

Recent coverage from public sources
Public source

cloudblog.withgoogle.com

Recent coverage from public sources
Public source

dev.to

Recent coverage from public sources
Public source

devops.com

Recent coverage from public sources
Public source