Don't Be a Meat Proxy for AI | Prompt to Prod - with Alex Beaver
Alex Beaver's biggest problem with AI? It runs on GPUs. A security engineer who thinks about the SOC like a factory floor explains why the best AI projects end with less AI running in production, not more.
Alex and Aaron get into what AI actually looks like inside a SOC: using an agentic SOC for fast coverage, then instrumenting it and converting its repeated tool calls back into cheap, deterministic workflows. Alex walks through his build process — writing the types and schemas himself, then letting Claude Code and Codex fill in the implementation — why models still get third-party schemas…
The skinny
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