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INDEPENDENT PORTFOLIO PROJECT / 05

Engineering Copilot

More room for the engineering that matters.

Anthropic APIStructured tool callingAI-assisted development

The problem

Code review, test creation, and documentation compete for the same engineering attention.

The approach

An AI-assisted development tool supports code review, test generation, and documentation generation using the Anthropic API and structured tool calling.

CONCEPTUAL WORKFLOW
01 / Code context02 / Structured tools03 / Reviewable output

Engineering considerations

Design priorities for this kind of system:

  • Use structured tool calls for focused development tasks.
  • Keep generated changes available for human review.
  • Support complementary review, testing, and documentation workflows.

Visuals are conceptual illustrations. Implementation source and live demos are not currently linked.

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AI Production Debug Agent