BizStack Blog

HUD CEO Roee Adler says AI coding agents have a blind spot: they can't see how code behaves once it ships. His company built a runtime sensor to fix that.

AI search revenue jumped 321% in 13 months across 175 websites. Plus ChatGPT ads, a Bain warning on workflow redesign, TikTok agents, and OpenAI's Dots.

Wira Sihombing shares what he learned switching from a Cursor Composer-only workflow to a multi-model AI coding setup. Worth a read for devs going deep on AI agents.

What third parties say about your brand shapes how AI tools answer questions about you. Here is the AEO audit approach MarTech recommends.

SOCi data shows AI-assisted local search rose from 9% to 52% in 12 months. But 81% of consumers still check reviews or social before trusting an AI recommendation.

Five founder-focused reads on AI TAM risk, agent API pricing from Salesforce and Atlassian, negative gross margins, and Cognition crossing $1B ARR in 24 months.

Meta's new SWE-sweep benchmark tested 4,068 real bugs across 100 open-source codebases. Without a human bug report, the top agent drops from 75% to under 5%.

A UNSW study of 55 students found AI-assisted coders scored 89% on tasks but only 41% on retention tests, versus 53% for the Google group. Here is what engineering leads are doing about it.

From GEO citation data to LinkedIn retargeting at $0.50 per member, here are the sharpest marketing findings from this week's research roundup.

Maxi Contieri's framework for writing explicit forbidden-action lists for AI coding agents, with real incidents from Replit, Google, and Cursor as the proof.