Huntley uses git hooks to enforce agent code patterns

Huntley's pattern treats architectural constraints as executable policy enforced at commit time rather than as documentation or post-hoc review. The key insight is that pre-commit hooks intercept agent-generated code before it enters the codebase, making violations visible and correctable in the agent's context window rather than downstream.

This connects directly to the verification infrastructure gap identified in 'Who Verifies the Verifier?' (October 8). That work tackled how to grade agent progress reliably; Huntley's approach addresses the upstream problem: preventing bad outputs before they need grading. Both reflect the same maturation pattern: as agents scale, teams are moving from reactive auditing (catching mistakes after merge) to proactive architectural guardrails. The git hook pattern also echoes the constrained-action security work from early October, which used control-plane boundaries to limit LLM decision space. Here, the boundary is the diagnostics library itself, and the corrective prompt acts as the feedback loop that keeps agents within intended behavior.

If teams adopting this pattern report measurable reductions in architectural violations within 60 days of deployment, and if the corrective prompts consistently steer agents toward compliance without requiring human intervention, that signals the pattern is scalable. If violations continue to occur despite the hook, or if agents learn to work around the diagnostics library, the approach has hit its limits and the field will need stronger constraints.