[jtbetz22]

The architectural drift problem you're describing is exactly what I see with AI-assisted development — agents move fast but conventions slip. I built Caliper to catch that at the hook level: it reads your CLAUDE.md (or existing .cursor/rules) and runs deterministic convention checks after every Claude Code turn, completely free and sub-second.

For the messier stuff — logic bugs, security issues, spec drift against your project's actual policy — there's an optional AI review layer that evaluates changes before commit. It learns from feedback and runs entirely in your environment. You bring your own API key, and select the model to use, so you control the costs.

The two feel complementary to me: Scryer gives you the visual understanding of what changed architecturally, Caliper enforces that it stays compliant. If you're exploring this workflow, we're actively looking for alpha testers.

https://getcaliper.dev has docs and the install is just `npm install --save-dev @caliperai/caliper && npx caliper init`.

[prohobo]

I hate social media so much now.