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devops
204 postsAI Agents: Local Deployment, Label Workflows, Cloudflare Access
From Docker-based local AI agent systems to label-driven workflow orchestration and Cloudflare's temporary accounts, new patterns emerging in agent deployment.
Databricks on AWS Terraform Layout: Terragrunt, YAML, Atlantis
How a multi-workspace Databricks on AWS platform structures Terraform using Terragrunt modules, YAML-driven config, and Atlantis GitOps for safe applies.
Stop Re-downloading the JDK: setup-java Now Caches It
Enhance your GitHub Actions workflows with JDK caching to save time.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comSoftware Factories: Light and Dark
Software factories are reshaping the interaction between humans and automation. An exploration of the dynamics of dark and light factories.
108 PRs in Eight Days: Discovering Loop Engineering
A developer completes 108 PRs in a week using loop engineering for efficiency.
Srenix: Self-Healing Kubernetes Tool in a 30MB Binary
Srenix is a tool that automatically detects and resolves issues in Kubernetes clusters.
Terraform Cloudflare DNS Checklist Before Every Apply
Essential checklist for managing Terraform Cloudflare DNS settings before each apply. Prevent misconfigurations and ensure consistency.
Browser Test Reliability: The Shift to Product Decision-Making
Browser test reliability has evolved into a product decision-making issue due to modern application complexities. A holistic approach is now essential.
UFO: Open-source Orchestration for Managing AI Agents
UFO is an open-source platform for orchestrating AI sessions with zero human intervention.
The Developer's Guide to Open-Source AI APIs at Scale
Explore the costs and infrastructure choices of open-source AI APIs for developers.