AWS Conference Talk

Security Guardrails in the Autonomous
Development Era

As development gets more autonomous, the checkpoints that need human judgment don't get automated — they get skipped. If a threat model was never considered, unknown vulnerabilities are created that are just waiting to be exploited. Catch it at plan — that's a conversation. Catch it after deployment — that's an incident.

Help Shape What's Next

What should I teach next?

I'm building out a 5-week class for startups off the back of this talk — combining threat modeling, shared responsibility, and baseline security guardrails into one pre-deployment curriculum.

Got it — thank you!

Your submission was received. You'll hear from me when the class opens.

Get In Touch

Have a question, or want to talk it through?

Grab 15 minutes on my calendar, or send me an email directly.

ana@anashah.com