The audit extractor agent pulls all connected data and stores it in a raw folder structure (e.g., meetings/transcripts), then extracts that data into JSON format to create the Wiki layer, which captures who completes tasks, duration, frequency, tools used, pain points, and proposed optimizations.

factualpending

Speaker

Adam

Evidence Quote

it pulls all that information and stores it in a in a folder... And then what we do from there is we extract all this data, and we put it in this JSON format... who is completing a task? Who's responsible? How long does it take, and how often are they doing it? And what tools are they using?

Source

Karpathy's LLM Wiki Goes Further Than Everyone RealisedAdam Goodyer
Created: 8/13/2026, 9:47:09 AM

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