AI operations lab

CLI and workspace hygiene

Build careful command, path, redaction, configuration, and evidence habits for AI operations work.

Track progress 0/180 lessons 0/18 missions 0/11 briefings 12 courses

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01 CLI and workspace hygiene Orient inside the AI lab

Orient inside the AI lab through a bounded evidence-first AI operations workflow in the training lab.

Beginner 5 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents review orient-inside-the-ai-lab, head -n 3 /opt/ai-lab/workspace/README.txt 02 CLI and workspace hygiene Read the workspace layout

Read the workspace layout through a bounded evidence-first AI operations workflow in the training lab.

Beginner 6 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents timeline read-the-workspace-layout, grep incidents /opt/ai-lab/workspace/README.txt 03 CLI and workspace hygiene Inspect redacted environment data

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

Beginner 7 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents evidence inspect-redacted-environment-data, head -n 3 /opt/ai-lab/workspace/README.txt 04 CLI and workspace hygiene Protect local configuration

Protect local configuration through a bounded evidence-first AI operations workflow in the training lab.

Beginner 8 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents review protect-local-configuration, grep incidents /opt/ai-lab/workspace/README.txt 05 CLI and workspace hygiene Name files predictably

Name files predictably through a bounded evidence-first AI operations workflow in the training lab.

Beginner 9 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents timeline name-files-predictably, head -n 3 /opt/ai-lab/workspace/README.txt 06 CLI and workspace hygiene Compare a configuration copy

Compare a configuration copy through a bounded evidence-first AI operations workflow in the training lab.

Beginner Checkpoint 5 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents evidence compare-a-configuration-copy, grep incidents /opt/ai-lab/workspace/README.txt 07 CLI and workspace hygiene Search without exposing secrets

Search without exposing secrets through a bounded evidence-first AI operations workflow in the training lab.

Beginner 6 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents review search-without-exposing-secrets, head -n 3 /opt/ai-lab/workspace/README.txt 08 CLI and workspace hygiene Capture bounded command output

Capture bounded command output through a bounded evidence-first AI operations workflow in the training lab.

Beginner 7 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents timeline capture-bounded-command-output, grep incidents /opt/ai-lab/workspace/README.txt 09 CLI and workspace hygiene Build an evidence directory

Build an evidence directory through a bounded evidence-first AI operations workflow in the training lab.

Beginner 8 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents evidence build-an-evidence-directory, head -n 3 /opt/ai-lab/workspace/README.txt 10 CLI and workspace hygiene Verify a manifest checksum

Verify a manifest checksum through a bounded evidence-first AI operations workflow in the training lab.

Beginner Checkpoint 9 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents review verify-a-manifest-checksum, grep incidents /opt/ai-lab/workspace/README.txt 11 CLI and workspace hygiene Write an operator note

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

Beginner 5 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents timeline write-an-operator-note, head -n 3 /opt/ai-lab/workspace/README.txt 12 CLI and workspace hygiene Workspace hygiene checkpoint

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

Beginner Checkpoint 6 min · cat /opt/ai-lab/workspace/README.txt, aiops incidents evidence workspace-hygiene-checkpoint, grep incidents /opt/ai-lab/workspace/README.txt

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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.