Internal talks on AI-assisted infrastructure engineering. The goal: give people who don't call themselves developers a way to ship real systems.
A backup engineer shipped a production data aggregation pipeline using 7 technologies he had never touched. This is the playbook for how — and what it means for every infrastructure engineer who has ever said "I'm not a developer."
View slidesGeneralist AI confidently gives wrong answers. The fix is not a better model — it's four questions that force the model to reveal what it doesn't know. Three real case studies: GraphQL schema inference, Azure slot swap behavior, and a CORS edge case that cost a team two days.
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