July 01, 2026

Our Journey to Safely Unleash Agents at Meta Scale

Engineering at Meta is in the midst of a productivity revolution, driven by AI. Our goal is to dramatically increase engineering velocity by using agents to build new systems and operate existing ones. Teams are not just using AI to write code faster; they’re also leveraging AI to debug GPU failures, remediate system outages and more.

To unleash agentic productivity, we have embarked on a journey to safely enable agentic access to Meta’s systems. This talk will dive into what we’ve learned so far – building internal agents, deploying 3rd party agents, observing agents’ interactions with our Infra, and deploying guardrails to prevent destructive actions.

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