The body of work

Agent-Native Engineering

Mechanisms that can fail, and how we check them. Written for engineers.

3 articles

Mar 13, 20269 min

How We Gave Stateless Hooks Memory: The Sentinel Pattern

Lifecycle hooks are stateless, but agent governance often depends on something that happened one or two events earlier. Here is the pattern we built to bridge that gap.

AI AgentsEngineering GovernanceDeveloper ToolingRead

Mar 12, 20268 min

Building ESLint Rules to Prevent Tests That Lie

How we turned our false-confidence taxonomy into three AST-level ESLint rules that catch deceptive test patterns before they reach CI.

Developer ToolingTesting & QualityRead

Mar 12, 202611 min

60% of Our Tests Had Zero Signal: How We Discovered False Confidence

A systematic audit of 656 test files revealed that most of our test suite was providing the illusion of coverage while catching nothing.

Testing & QualityDeveloper ToolingRead