SPEAKER · DEVFLOW CONF 2027

Marcus Okafor

Staff Developer Advocate · Cloudreach Labs

Marcus Okafor is a Staff Developer Advocate at Cloudreach Labs focused on AI agents in production. He writes the newsletter 'Agents Weekly' and co-organizes the SF AI Tinkerers meetup.

SESSIONS · 2

13:00–13:30

WED · MAY 12

MAIN STAGE

Your AI Pair Programmer Is Lying to You: Verification Patterns That Scale

AI Engineering·Talk (30 min)

Code generation is easy; trusting it is hard. This session covers verification patterns for AI-generated code — property tests, mutation coverage, snapshot judges, and CI gates — with data from 18 months of running them on a 200-engineer codebase. Includes what we stopped doing because it didn't catch anything.

11:30–11:40

THU · MAY 13

MAIN STAGE

Ten Agent Failures in Ten Minutes

AI Engineering·Lightning (10 min)

Lightning talk. A rapid-fire demo reel of our AI code-review bot getting it wrong — flaky approvals, phantom refactors, confidently wrong comments — and the guardrail that fixed each one.