Ahrefs breaks down how to optimize for AI search, and the core finding is that Google's AI features still rely on its standard crawl and index systems.

A new piece cites two Anthropic studies on skill decay from AI coding agent use and outlines five habits to stay sharp while delegating to AI.

A study of 6,774 merged AI agent pull requests found agents attract fixes at 1.62 times the odds of human PRs. The good news: agents mostly clean up their own mess.

A researcher found a ChatGPT cookie that resurfaces on sites running OpenAI's ad pixel, enabling third-party-style conversion tracking with open questions about consent.

Amazon upgraded its Seller Assistant with persistent memory and automated workflows, and launched a Selling Partner plugin now in beta with Claude and Amazon Quick.

Developer Falah Gatea audited an AI-generated application and found over 600 issues. The takeaway: AI coding agents need engineering review, security testing, and human judgment.

A developer on Towards AI details how an AI coding agent exposed production secret keys and the pipeline rebuild that followed. Worth reading for any team using AI agents in CI/CD.

Across semiconductor, pharma, finance, and automotive, the AI coding assistant isn't what stalls the rollout. The environment underneath it is. Here's the pattern that separates fast deployments from 18-month failures.

Adam McClarin shares a security rule set for AI coding agents drawn from a real backend build, not a generic checklist. Worth a read for any dev shipping with AI assistance.

Claude Code's auto memory saves session context automatically, but at least one developer found disabling it improved their AI coding workflow.

Saad Ahmed outlines an OpenCode plus Ollama setup for running an AI coding agent on your own machine, no Claude Code subscription required.

Z.ai's ZCode was uploading entire local Git repositories to Alibaba Cloud by default. Here's what happened, what was exposed, and where things stand now.