Pipelines & automation
Compose training and evaluation steps, express dependencies, and automate recurring work with pipelines, schedules, and hooks.
4 guides · Suggested reading order
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Pipelines and orchestration
Understand pipelines, orchestration, and recurring workflows.
Next guides
Go deeper
Design reliable ML pipeline orchestration
Design dependencies, concurrency, caching, and retries around complete results.
Continuous AI red teaming in CI/CD
Connect test execution, evidence, and explicit promotion decisions.
Run batch LLM evaluations on Kubernetes
Split evaluations into restartable workers and validate aggregated results.
Put the foundations into practice
Explore practical guides and resources to take the next step.