Why Your Enterprise Tech Stack Isn’t Ready for AI Agents — Christopher Lovejoy & Saul Howard
Aug 19, 2026 · 19:15
Christopher Lovejoy of Anthropic and Saul Howard of Anteria argue that enterprise stacks aren't ready for AI agents; regulated industries need primitives, not bolted-on compliance. An audit trail isn't a developer log: under HIPAA it must record every action, data access, and authorization, so they use an immutable append-only event log. Patient data lives in schema-driven object storage referenced by events, letting devs debug without PHI, enabling zero trust against prompt injection. Escalation treats humans and models as equivalent agents, enabling the same actions by either. These primitives make privacy-preserving evals a byproduct, enabling replay of production data and evaluation in customer environments without exposing data; take constraints first and rebuild toward POC accuracy.
