AI Code Generation Reality Check:what the data saysabout shipping AI code safely
AI shifted the bottleneck from writing code to understanding it. A new survey of 309 engineering leaders reveals a stark gap: nearly 80% of organizations are using AI to write code, but a third haven't shipped it to production. The barrier is visibility and control into what's actually changing.
~80%
of orgs using AI to write code
1 in 3
haven't shipped it to production
76%
consider AI risk tooling critical
What we'll cover
Why productivity gains are outpacing review capacity, and what to do about it
The hardest-to-detect AI code changes that trigger production incidents — security, dependencies, performance
How AI-generated code has become a concern for security, legal, compliance, and the C-suite
Why 76% of leaders now consider AI risk tooling critical, and what they're buying
The five things high-performing teams do differently
Save your seat
Register for the webinar
July 29, 2026 · 10 AM PT / 1 PM ET
45 minutes · Q&A included
Live + on-demand replay
Meet your speakers
Ted Julian
Founder & CEO, Flux
Ted Julian is CEO and Founder of Flux, a code‑first engineering intelligence platform that gives engineering leaders ground‑truth visibility into how work actually happens across their codebases. A serial entrepreneur with more than 20 years of experience at the intersection of cybersecurity and software, he has co-founded and scaled multiple category-defining companies to successful acquisitions, including Resilient Systems (acquired by IBM Security), Arbor Networks (acquired by Tektronix), and @stake (acquired by Symantec).
Aaron Beals is CTO of Flux, where he builds high‑performing, product‑oriented engineering teams and scalable AI‑era platforms for software leaders. With more than twenty years of experience, he has led engineering and product initiatives at Endeca, Netezza, Harvard Medical School’s Global Health Delivery Project, and Appsembler (acquired by Xenon Partners).
