AI Engineering

Claude Code

Anthropic's agentic coding tool that works in your terminal.

Published

What it does

Why it matters

Claude Code proved that the terminal — not the IDE — might be the natural home for coding agents. No GUI to learn, no editor lock-in: it operates on files, runs your test suite, reads the failures, and tries again. It turned "agentic coding" from a demo into a daily workflow for a lot of engineers.

Engineering notes

  • Plan mode before code mode. The standout interaction: ask it to plan first, review the plan, then execute. Human judgment gates the expensive step.
  • CLAUDE.md as configuration. Project-specific instructions live in a markdown file the agent reads every session — context engineering as a first-class feature.
  • Tool use over text. It doesn't just suggest commands; it runs them, reads output, and adjusts. The loop is the product.

Limitations

  • Token costs scale with codebase size — large repos mean large context bills.
  • It's only as good as your project's documentation; undocumented codebases get confident guesses.
  • Requires comfort with the terminal; GUI-first developers face a learning curve.

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Canonical URL: https://notvibescoded.com/projects/claude-code