DevOpsRun AI software in production with CI/CD, cloud and containers.

LLMOps Bootcamp

Serve, observe and pay for LLMs in production without surprises.

Backend or DevOps experience; Docker and one cloud.

1. Week 1Local Model ServerA Docker container serving a small open model with a health check endpoint
2. Weeks 1–2ServingA self-hosted model endpoint with load tests, deployed
3. Week 3Retry WrapperA Python client that retries a model call with backoff and logs every failure

LLM Evals and Reliability Bootcamp

Make an AI system you can trust: evals, guardrails, monitoring, incident review.

You have shipped an LLM feature and been burned by it.

1. Week 1Labelling SheetA labelling tool that shows model outputs one at a time and saves pass or fail labels
2. Weeks 1–2What good looks likeA labelled golden set and rubric for a real feature, published
3. Week 3Judge Prompt DraftA judge prompt scored against twenty labelled examples, with an agreement table