Observe
SAM identifies verified progress, stale information, user friction or a missing explanation.

Living website · governance contract
The SprintLab website is intended to evolve as AIOS/SAM grows and learns from consented use. Evolution is not uncontrolled self-publication: recommendation, approval, execution and verification remain separate.
Change path
SAM identifies verified progress, stale information, user friction or a missing explanation.
She drafts a bounded change with sources, affected claims, confidence, risks and rollback.
The system checks capability state, privacy, protected information and public-claim rules.
Garry or another explicitly authorised person approves, rejects or requests revision.
Only a correctly signed approval receipt permits the release process to materialise the change.
The live result is checked against the approved proposal and a publication receipt is recorded.
Hard boundaries
The website receives a public-safe, read-only projection. It is not an administrative path into AIOS/SAM.