Ideas
aicodingversion-control

AI code attribution tool

Create a tool that helps developers track which parts of their codebase were AI-generated versus hand-written.

Why now

Growing debate about AI's role in coding creates need for attribution tools.

Who for
development teams
Business model
team licenses
Effort
A few weeks

Teams using AI coding assistants lose visibility into which code was machine-generated versus human-written, creating maintenance risks.

A lightweight IDE plugin could tag and track AI-generated code segments.

Sell to engineering teams adopting AI tools.

Start with basic Git integration that marks AI commits.

Risk: IDE providers might build this natively.

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AI code attribution tool — Ideas