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EPISODE · May 28, 2026 · 20 MIN
Ep 7 | Jeffrey Zhang & Siddh Shah - Guardrails beyond Vibes | [un]prompted 2026
from [un]prompted Security Practitioner Con 2026 · host [un]prompted
Day 1 | Stage 1Shares how Stripe is using AI agents to streamline high-friction security workflows including threat modeling and security request routing. Covers practical design choices that made these agents reliable in practice: modular orchestrator/child architectures, targeted tools, structured inputs/outputs, and validation to reduce variance and improve determinism. Walks through measuring and improving agent quality over time using offline and online evaluation loops.Jeffrey Zhang is Security Engineer, Stripe.Siddh Shah is Software Engineer, Stripe.Watch on YouTube: https://www.youtube.com/watch?v=KrKk8BGPeQA
What this episode covers
Day 1 | Stage 1Shares how Stripe is using AI agents to streamline high-friction security workflows including threat modeling and security request routing. Covers practical design choices that made these agents reliable in practice: modular orchestrator/child architectures, targeted tools, structured inputs/outputs, and validation to reduce variance and improve determinism. Walks through measuring and improving agent quality over time using offline and online evaluation loops.Jeffrey Zhang is Security Engineer, Stripe.Siddh Shah is Software Engineer, Stripe.Watch on YouTube: https://www.youtube.com/watch?v=KrKk8BGPeQA
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Ep 7 | Jeffrey Zhang & Siddh Shah - Guardrails beyond Vibes | [un]prompted 2026
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