Cooper: AI SREs without safe primitives will destroy production databases
Jake Cooper · The Agent-Native Cloud: 3M Users, 100K Signups/Wk, Data Centers, & Death PRs — Jake Cooper, Railway · May 20, 2026 · at 46:38
Railway founder Jake Cooper explains why AI-driven site reliability engineering requires safe copy-on-write infrastructure primitives rather than raw access to live production environments.
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“If you just unleash an AI SRE on your production infrastructure and you don't have like safe primitives for like copying volumes, making sure that this is fine, it's gonna nuke your production database. Like it's not a matter of if, it's a matter of when it's going to nuke that database.”
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