AI-assisted teams are shipping more broken releases
Since teams leaned into GenAI, change failure rates are up about 30% and security defects are showing up at higher rates. AI Failure Modes for Agile Teams walks through the 20 documented failure modes, what the research shows, and what to do about them. Real studies, real citations, no hype.
Twenty failure modes across four areas
Delivery & Outcomes
What happens when AI code reaches production.
Code Quality
What the AI actually writes, including the security defects.
How AI Actually Works
What the model can and can't do under the hood.
People & Teams
What AI does to the humans around the code.
Get the free guide
Tell us where to send it. You’ll also receive a short follow-up series on how to deal with these failure modes on your own team. You can unsubscribe at any time.