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AI operations lab

Prompt and configuration operations

Version prompts and configuration, compare changes, validate variables, and prepare controlled rollbacks.

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01 Prompt and configuration operations List prompt versions

List prompt versions through a bounded evidence-first AI operations workflow in the training lab.

Core 9 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts list, jq . /opt/ai-lab/prompts/registry.json 02 Prompt and configuration operations Inspect a prompt manifest

Inspect a prompt manifest through a bounded evidence-first AI operations workflow in the training lab.

Core 5 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts show inspect-a-prompt-manifest, grep prompts /opt/ai-lab/prompts/registry.json 03 Prompt and configuration operations Separate system and user input

Separate system and user input through a bounded evidence-first AI operations workflow in the training lab.

Core 6 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts diff separate-system-and-user-input, jq . /opt/ai-lab/prompts/registry.json 04 Prompt and configuration operations Validate prompt variables

Validate prompt variables through a bounded evidence-first AI operations workflow in the training lab.

Core 7 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts list, grep prompts /opt/ai-lab/prompts/registry.json 05 Prompt and configuration operations Compare prompt revisions

Compare prompt revisions through a bounded evidence-first AI operations workflow in the training lab.

Core 8 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts show compare-prompt-revisions, jq . /opt/ai-lab/prompts/registry.json 06 Prompt and configuration operations Review a prompt rollout

Review a prompt rollout through a bounded evidence-first AI operations workflow in the training lab.

Core 9 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts diff review-a-prompt-rollout, grep prompts /opt/ai-lab/prompts/registry.json 07 Prompt and configuration operations Locate a prompt owner

Locate a prompt owner through a bounded evidence-first AI operations workflow in the training lab.

Core Checkpoint 5 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts list, jq . /opt/ai-lab/prompts/registry.json 08 Prompt and configuration operations Inspect configuration precedence

Inspect configuration precedence through a bounded evidence-first AI operations workflow in the training lab.

Core 6 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts show inspect-configuration-precedence, grep prompts /opt/ai-lab/prompts/registry.json 09 Prompt and configuration operations Read a redacted environment

Read a redacted environment through a bounded evidence-first AI operations workflow in the training lab.

Core 7 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts diff read-a-redacted-environment, jq . /opt/ai-lab/prompts/registry.json 10 Prompt and configuration operations Detect configuration drift

Detect configuration drift through a bounded evidence-first AI operations workflow in the training lab.

Core 8 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts list, grep prompts /opt/ai-lab/prompts/registry.json 11 Prompt and configuration operations Prepare a prompt rollback

Prepare a prompt rollback through a bounded evidence-first AI operations workflow in the training lab.

Core 9 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts show prepare-a-prompt-rollback, jq . /opt/ai-lab/prompts/registry.json 12 Prompt and configuration operations Write a change note

Write a change note through a bounded evidence-first AI operations workflow in the training lab.

Core 5 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts diff write-a-change-note, grep prompts /opt/ai-lab/prompts/registry.json 13 Prompt and configuration operations Review prompt observability

Review prompt observability through a bounded evidence-first AI operations workflow in the training lab.

Core 6 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts list, jq . /opt/ai-lab/prompts/registry.json 14 Prompt and configuration operations Prompt operations checkpoint

Prompt operations checkpoint through a bounded evidence-first AI operations workflow in the training lab.

Core Checkpoint 7 min · cat /opt/ai-lab/prompts/registry.json, aiops prompts show prompt-operations-checkpoint, grep prompts /opt/ai-lab/prompts/registry.json
Command coverage

Commands you will practice here.

aiops models

Inspect the simulated model catalog, manifests, and version comparisons.

aiops prompts

Review versioned prompt metadata and deterministic prompt diffs.

aiops evals

Run and inspect bounded evaluation fixtures without model execution.

aiops rag

Inspect retrieval documents, chunks, index status, and reviewed results.

aiops traces

Read deterministic request traces, summaries, and latency evidence.

aiops guardrails

Review simulated guardrail policies, checks, and audit summaries.

aiops cost

Estimate cost and capacity from fixed training metrics.

aiops incidents

Review incident timelines, evidence bundles, and operator notes.

jq

Query JSON fixtures with a small declarative path subset; no expression execution occurs.