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.

ai-marketing-panel is a free MIT-licensed kit that builds 5–15 researched customer composites and pressure-tests your copy in about ten minutes, versus weeks and $20,000 for a real focus group.

A hijacked AI coding assistant spread malware to roughly 100 repositories. The failure wasn't about bad code generation. It was about where the agent had access.

BairesDev surveyed 705 developers and 41 CTOs. AI coding adoption tripled in a year, but saved hours are being consumed by review and debugging, not rest.

A developer breakdown of how AI coding agents are creating complexity, security, debugging, and maintenance burdens that compound over time.