Source record

Published by eugeneyan.com (Eugene Yan) (T1.5 source). The original is at https://eugeneyan.com/speaking/aie-2026.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The source explains why teams are now using LLMs to secure source code, outlines a six-step agentic harness for doing so, and describes organizational bottlenecks that emerge as adoption scales.

It connects an implementable security workflow with the staffing, process, and coordination constraints that determine whether such systems work in practice.

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