DevOps

AI coding agents change where engineering effort is spent: the hard problem moves from typing code to defining boundaries, checking outputs, and recovering from…

Claude Code is an agentic coding tool that can inspect a repository, propose edits, run permitted commands, and work through a task in a terminal session. The i…

Claude Code can run shell commands, edit files, and fetch URLs. Permission rules decide which of those actions run without asking, which prompt you, and which n…

When a few engineers use Claude Code, each person's ~/.claude/settings.json is enough. When a company rolls it out to hundreds, someone has to make sure every s…

Many companies already run an LLM gateway, such as LiteLLM, a cloud API gateway, or an in-house proxy, between their developers and the model providers. Claude …

Claude Code cloud sessions normally run on Anthropic-managed VMs. A self-hosted environment keeps the same developer experience (start a session from claude.ai,…

anthropics/claude-code-action runs Claude Code inside your repository's GitHub Actions workflows. Mention @claude in an issue or pull request and Claude reads t…

A routine is a saved Claude Code job: a prompt, one or more GitHub repositories, a cloud environment, and a set of connectors, packaged once and run automatical…

Claude Code runs in GitLab CI/CD as an ordinary pipeline job: the job installs the Claude Code CLI on your runner, calls claude -p with a prompt, and the change…

In a small repository, Claude Code's defaults work: one CLAUDE.md, launch from the root, let it search. In a monorepo with dozens of packages, the same defaults…

Manual permission prompts protect you only while you read them. After the twentieth "Allow npm test?" in a refactoring session, most people approve on reflex, a…

Organisations that run Claude through Amazon Bedrock, Google Cloud, or Microsoft Foundry, often for data-residency reasons, used to face a choice: give every de…

Running one AI coding agent on a task is easy. The moment you want three or thirty of them working at once — without two agents editing the same file, without l…

This guide is for developers who can build a frontend, API, and database but have not yet operated the whole request path. By the end, you can trace one checkou…

Manual deployments are one of the highest-risk activities in software engineering. A developer SSHes into a production server, runs commands from memory, makes …

Docker and Kubernetes are not competitors on the same layer, and treating them as an either/or is the mistake that leads teams to run a cluster they cannot oper…