Ideas
aideveloper-toolsproductivity

AI coding accountability tracker

Create a plugin that measures how much code is AI-generated versus hand-written. For developers wanting to maintain skills.

Why now

As AI coding becomes ubiquitous, many devs worry about skill atrophy but lack tracking tools.

Who for
Professional developers
Business model
Paid team plans
Effort
A few weeks

Developers using AI assistants have no objective way to track their own coding contributions. Build an IDE plugin that analyzes commit history to show the percentage of AI-generated versus original code.

Offer metrics over time and skill maintenance suggestions. Sell to engineering managers concerned about team skills.

Start with basic GitHub integration for Python/JS. Biggest risk is privacy concerns from code analysis.

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AI coding accountability tracker — Ideas