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Source-synchronized course excerpts, staged prerequisite doctors, and a scored capstone for adapting the completed reference platform.
A deterministic host smoke that proves the fake-model, MCP, A2A, CORS, readiness, host/container metrics, and cleanup contracts without a provider account.
Machine-verifiable repository, Python dependency, and container-image license gates.
A real streamed A2A approval round trip plus full-conversation MLflow scoring for exact write policy, response facts, terminal confirmation pauses, and isolated state.
Initial AgentOps course structure, Python Ops Copilot, local dataset, documentation site, and infrastructure examples.
Local Qwen3/Ollama and optional GKE/Vertex learning paths behind one agentgateway contract.
Self-hosted MLflow and OpenTelemetry observability for local and Kubernetes labs.
Community health files, contribution templates, and end-to-end verification checkpoints.
Release workflow publishing Trivy-scanned, cosign-signed, SBOM-attested images to GHCR on version tags, with in-workflow verification.
Self-hosted Renovate dependency updates on a weekly schedule and a documented upgrade playbook for coordinated pins.
Changed
Local Qwen3/Ollama is now the default first model path; Gemini, Vertex AI, GKE, and hosted publication remain explicit optional integrations.
Model-provider selection is independent from direct-versus-gateway topology, and live dotenv values are scoped away from offline gates.
The Python runtime dependency set no longer installs the unused cloud-database extra.
SQLite backups now publish atomically after complete integrity checks, and restore paths reject incomplete snapshots.
Scheduled evaluation installs the exact checksum-verified Ollama release asset instead of a removed archive path.
Required Helm plugin installation and both Dockerfile frontends now use immutable reviewed source/digest pins; helm-diff platform assets are checksum-verified.
Release metadata and the pushed v tag must agree before any image build or publication.
Course chapters distinguish open-source software from optional proprietary model and cloud substrates.
Gateway, platform, and observability material tracks runnable repository resources.
Security
Guarded actions now fail closed without confirmed, attributable approval and a bounded rationale; persistence redacts PII/credentials and reads current context inside the write transaction.
Host gateway tasks use a digest-pinned, non-root, loopback-published container with a bridge-only relay for loopback upstreams.
Kubernetes denies direct A2A ingress except from agentgateway, mounts shared state read-only in read/backup workloads, and disables unused service-account tokens.
OTLP log export uses one trace-correlated handler that redacts and bounds copied records without mutating local console logs.
Untrusted tool-output sanitization is enabled by default.
Release publishing now pushes and signs the exact local image that passed the pre-push scan instead of rebuilding it.