A student fellow vibecoded a free Google Gemini Gem that evaluates opinion piece submissions for newsrooms. No coding required to deploy it.

A study of 25,264 agent-generated PRs found 79% are reviewed by the same developer who wrote them. Here is what engineering leaders should do about it.

Arena.ai expanded Code Arena from a frontend prototyping tool to a fullstack evaluation platform, now ranking 104 AI models on real, deployable web app builds.

Yelp is feeding its reviews, ratings, and photos into ChatGPT responses via a new licensing deal with OpenAI. Local search just got another AI competitor.

A new arXiv study fingerprinted 15 AI agents and assistants hitting live documentation endpoints. Session depth and time-on-page no longer mean what you think.

Christopher Penn of Trust Insights walks through a two-part Python plus scheduled agent architecture for hands-off ad optimization, including MACD-style safeguards.

Most human-in-the-loop AI review catches what looks wrong, not what is wrong. A Bayesian framing offers a more structured alternative for catching hallucinations.

Ahrefs studied 331,000 pages and found Google doesn't penalize AI-written content by default. The target is low-quality content built to game rankings.

ChatGPT Ads expanded with conversion-optimized bidding, mobile measurement integrations, and bulk campaign management, closing the gap with Google Ads and Meta Ads.

Eric Siu shared three live AI loops at Single Grain: CRO, SEO content, and a sponsorship loop that negotiates $25k minimums solo. Plus why LLMs should never touch your math.

GitHub tokens, MCP policies, and CI/CD credentials are the new attack surface of agentic development. Here is what the exposure looks like and how to close it.

A screenshot circulating on X suggests Anthropic is already testing Opus 5 as the fallback model for Fable 5 guardrail cases. No official announcement yet.