Deep dive

Grounding Integrity Gate

You now enforce deterministic flow grounding via the Grounding Integrity Gate and route calls by number-specific context. You validate flows across L1-L4 levels using the centralized JsonMaintenanceRequestStore.

riff

What was built & why

PR#10 fixed unverified changes and rigid phone routing in the riff repo. You implemented the Grounding Integrity Gate to catch false positives in affirmation detection. The new phone_server logic injects prior-call context for per-number flow selection. A global JSON-backed preference store now validates flow quality across L1-L4 testing levels.

Principles

Patterns

How to apply

Pitfalls