Reach for this when you would otherwise hire a junior developer for two weeks of glue work.
Anthropic's agentic coding system, available as a CLI, VS Code extension, JetBrains plugin, macOS and Windows desktop apps, a web surface at claude.ai/code, the Claude Agent SDK (TypeScript and Python), a GitHub Action, and a GitHub App. It reads your repo, makes multi-file edits, runs tests, and iterates on failures. The 2026 step change is dynamic workflows on Opus 4.8: it can spawn hundreds of parallel subagents in one session for codebase-scale migrations.
Genuine learning curve if you have never lived in a terminal. Token costs add up quickly with parallel subagents; Max plan is effectively required for serious daily use. Plugin fatigue is real, ten heavy MCP servers eat the context window before you have written anything.
Included in Pro (limited usage), Max (the realistic plan for daily use at one hundred or two hundred US dollars per month), and Team Premium (one hundred and twenty-five US dollars per seat per month). API usage is metered separately at Opus 4.7 rates (five US dollars input, twenty-five US dollars output per million tokens).
Claude Code is for developers and agent builders. Operators do not start here. The skills you build in Claude Code do become callable from claude.ai once installed, so it is worth pairing with an operator workflow rather than choosing in isolation.