Initial public ModelForge release

2026-09-01 21:30:16 +02:00
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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.
+