# GAAI LLMOps and security lab

Run `python 11-Blog-Programme/labs/gaai-llmops/llmops_cases.py` from the repository root. The lab executes deterministic selection, arithmetic, privacy, policy and release-gate logic for twenty evaluation and operations cases.

The records, model outcomes, grader labels, timings, prices, traffic and incident are authored fixtures. No live model, grader, telemetry collector, provider, user dataset, production service or network endpoint runs. The exercises demonstrate testable controls without claiming provider performance or operating results.

The verifier must pass all 20 checks and save `llmops-verification.json`. Human editorial, privacy and security review remains pending.