✦ AI Explained

Level 3 · Production

Make it worthy of trust.

A model-enabled demo is not yet a service. This path connects agent systems to the engineering work that keeps real services dependable: SLOs, Golden Signals, OpenTelemetry, Kubernetes, Grafana, fleet operations, resilience and security.

1

See the service

Measure the user journey, dependencies and quality guardrails clearly.

2

Control failure

Use timeouts, idempotency, queues, safe fallback and human escalation.

3

Protect authority

Keep identities, tool permissions, data and supply chain boundaries explicit.

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9 production lessons

Start the journey →
  1. P3.1Production is a different job
  2. P3.2Golden Signals for agent systems
  3. P3.3Trace the whole decision
  4. P3.4Kubernetes is an execution environment, not a strategy
  5. P3.5Grafana dashboards that lead to a decision
  6. P3.6OpAMP: operating the telemetry fleet
  7. P3.7Reliability control loops
  8. P3.8Security boundaries for agentic systems
  9. P3.9Release and incident readiness