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Claude Code.

Ideas into code.
With a human review.

We define focused development tasks, review the generated code and integrate useful changes.

Explore Claude Code (opens in a new tab)
Claude Code web interface showing coding sessions and an active task
Interface reference: Claude Code interface article (opens in a new tab)

Why it helps

  • Speeds up well-scoped development tasks.
  • Helps a developer inspect and refine changes.
  • Your team can move routine development work forward while keeping control of quality and decisions.
  • Developers have more time for complex work that needs their judgement.

Give development a clear brief

Claude Code is an assistant for work inside a codebase. We use it for bounded development tasks such as exploring an unfamiliar module, drafting an implementation or investigating a failing check. A good brief describes the behaviour to change and the evidence that will show it works.

Keep the feedback loop short

We start with the existing project conventions and ask for a small, reviewable change. The resulting code goes through the same build, browser review and relevant tests as other development work. That feedback helps separate a plausible implementation from one that fits the project.

Review before release

Generated code can make incorrect assumptions about data, dependencies or the user journey. A developer checks the diff and tests the affected behaviour before release. We evaluate the assistant by the quality and maintainability of the finished change, including the review effort it needs.

Product reference: Claude Code overview. Our approach above describes how we plan and evaluate the work.

Written by the 3tf team.

Not sure what you need?

Tell us what you want to fix or grow, and we’ll suggest where to start.