Computational Gates

AI-Generated Code Maximum oracle

An instruction saying “verify this” is weaker than a gate that literally refuses to proceed unless the verification command succeeded. Controls, not rules.

Computational gates are the enforcement mechanism: not “please run the tests” but a CI pipeline that blocks merge if tests fail. Not “please check types” but a build step that fails on type errors. The distinction between prose rules and computational gates is critical for agentic coding — agents will skip prose rules if they can.

Sensor properties

Property Value
Oracle strength Maximum — a gate is a fact, not a suggestion
Independence Maximum — the gate is external to the agent
Scope System-level
Feedback latency Seconds (gate execution time)
Actionability Guiding — the gate tells you exactly what failed
Type Predictive

What it cannot detect

A gate can only enforce what it’s configured to check. A gate that doesn’t exist can’t block anything. The gap between “should be gated” and “is gated” is invisible.

Related sensors

Categories: AI-Generated Computational Controls Maximum Oracle