Designing Environment‑Level Gates in Azure DevOps Pipelines
Learn how to add approvals and checks to an environment resource so deployments to production pause until manual or automated conditions are satisfied.
Loading…
ReadMeFeed / Community knowledge
#pipelines
Real questions. Useful conversations. Find the people who know your stack.
Version‑Safe Kubeflow Pipelines: Building, Tagging, and Reusing Components
Learn how to create immutable, version‑controlled Kubeflow Pipeline components, pass artifacts, and avoid common pitfalls. A step‑by‑step example with Docker build, registry push, and pipeline run is included.
kubeflowSpeed up Kubeflow Pipelines with Component Caching
Learn how Kubeflow Pipelines component caching skips re‑execution of unchanged steps, speeding up ML experiments while avoiding common pitfalls.
Speeding Up Iterative ML Workflows with Kubeflow Pipelines v2 Step Caching
Learn how Kubeflow Pipelines v2 step caching skips unchanged ML workflow steps, saving time and cost, with a concrete three‑step example and guidance on when to disable caching.
Standardizing CI/CD Across Repos with Azure DevOps YAML Templates
Learn how Azure DevOps YAML templates let you share build, test, and deploy logic across multiple repositories while still allowing per‑repo customization. A concrete example, trade‑offs, and a quick checklist to get started.
Backpressure in Elixir Pipelines with GenStage
This post explains how Elixir’s GenStage keeps streaming pipelines bounded with backpressure, walks through a file‑processing example, and lists trade‑offs and verification steps.
elixirSpeed up Azure Pipelines builds with the Cache task
Learn how to add a Cache task to your Azure Pipelines YAML file to restore dependencies faster, see a Node.js example, and understand size limits and common pitfalls.
Designing Trust‑Bounded Multi‑Stage YAML Pipelines in Azure DevOps
Learn how to use Azure DevOps environment resources and approval gates to create isolated CI/CD trust zones. The article walks through the minimal YAML design, permission boundaries, operational checks, and failure modes that drive design changes.
yamlUsing Azure DevOps Variable Groups to Centralize Environment‑Specific Configuration
Learn how to create, link, and manage Azure DevOps variable groups for secure, reusable configuration across pipelines. A step‑by‑step example shows how secrets are masked, how Key Vault integration works, and what to watch out for when updating groups.