Engineering Logs
Notes from production.
Deploy pipelines, AI harnesses, and the assumptions that quietly stop holding when the environment around them changes.
Technical Deep Dive
Building a Multi-Agent Compliance System
A practitioner's guide to eval-driven dev, adversarial testing and prompt engineering for high-stakes AI agents.
SignalLayer//Engineering·18 min read
AI Tooling
The Bug That Waited for the Cloud
A deploy recipe that worked for weeks silently started shipping stale code the day a second tool joined the chain. Then I told the AI to switch shells — through three channels. None of them stuck.
SignalLayer//Engineering·12 min read