Pipelines articles
Browse Polyaxon articles about Pipelines.

Keep failed candidates visible in pipeline reports
Reconcile evaluation results against an expected candidate manifest, preserve failed and missing outcomes, and separate pipeline reporting from release approval.
Sep 19, 2026
Polyaxon
MLOpsOrchestration
Retry failed evaluation shards with Indexed Jobs
Give evaluation shards stable indexes and independent retry budgets with Kubernetes Indexed Jobs, while keeping incomplete results visible.
Sep 3, 2026
Polyaxon
KubernetesEvaluation
Hold Pods until they are ready for scheduling
Use Kubernetes scheduling gates to wait for external prerequisites before placement, with a controlled example and clear ownership of gate removal.
Aug 26, 2026
Polyaxon
KubernetesScheduling
Continuous AI red teaming in CI/CD
Turn AI security findings into repeatable CI checks with versioned cases, complete result manifests, explicit release gates, and retained evidence.
Aug 13, 2026
Polyaxon
Red TeamingPipelines
Design reliable ML pipeline orchestration
Design ML pipelines with explicit dependencies, resource placement, safe caching, bounded retries, and complete evaluation evidence in Polyaxon.
Jun 19, 2026
Polyaxon
OrchestrationPipelines