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ModelForge/docs/architecture/CROSS_PROJECT_OBSERVABILITY.md

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# Cross-project observability
M11 makes real consumer use visible without exposing payload content. For each active project client,
the Projects API/UI reports project, exact capability, environment, state, purpose, request volume,
last use, terminal error count, p50/p95 latency, deployment identity, measured resource requirement
and latest project-fit recommendation/evidence ID.
“Why Installed” now joins active, non-deprecated project bindings and immutable project-fit evidence
to each installed deployment. Duplicate bindings are projected once. SigLIP2 and Whisper consequently
show ExampleVision as an active shadow/LAB consumer and block destructive deletion through the existing
deployment/project dependency checks.
Gateway telemetry remains bounded: correlation and request identity, capability, priority, payload
shape, lifecycle state and timings are retained. Images, audio, document bytes, transcriptions and
recognition results are not observability dimensions.