aidebugging

Debugging ledger for AI systems

Create a standardized format for logging AI reasoning processes.

Why now

As AI systems make more decisions, debugging becomes critical but lacks tooling.

Who for
AI developers
Business model
Enterprise tooling
Effort
A few weeks

Developers struggle to understand why AI systems make certain decisions.

Design an open format for recording inputs, reasoning steps, and outputs.

Could monetize through enterprise extensions or tooling.

Start with a simple spec and reference implementation.

Risk: May be too abstract without specific use cases.

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Debugging ledger for AI systems — Ideas