Written by Aleksandr Liukov
Claude Code is genuinely impressive as an interactive coding agent. But I kept running into the same wall: I wanted to use it from CI/CD pipelines, webhook automations, and security scanners — things that talk HTTP, not TTY. Anthropic provides the Agent SDK, which is the right tool when you're embedding Claude Code into a single script. But once you need multiple clients hitting it over the network — different pipelines, different teams, each with their own API keys and workspaces — the SDK ...