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Live nowSeason 1 ยท Episode 5 ยท GPS
AI

Audit Pile

Answers 'who approved this' from a folder of exported approval emails. Built for Receipts โ€” build something that makes a messy pile of documents answerable. Thread reconstruction and approval-chain extraction. The interface is deliberately narrow: one path, done properly, rather than a broad surface that half-works at the deadline.

Yusuf KarimSubmitted โ€”56.5/ 100
๐Ÿ”ฅ 49๐Ÿš€ 7๐Ÿคฏ 3

Gallery

Screens

Audit Pile โ€” main view

Audit Pile โ€” result state

On the clock

What shipped, what didn't

Completed in time

Thread reconstruction and approval-chain extraction.

Unfinished / faked

Breaks on forwarded threads with trimmed quotes.

Obstacles

Spent too long on the data model and had to build the interface in the last eight minutes.

Lessons learned

Test the demo path once at minute 25. I didn't, and it showed.

Process

Prompting approach

Started from a single system prompt describing the user and their constraint, then iterated with the assistant on the Audit Pile data model before writing any interface code. Full prompt log is in the repository under /prompts.

Fairness

Disclosures

Declared by the builder at submission time, visible to judges before scoring.

Pre-existing code reusedNone
Template or boilerplate usedNone
CollaboratorsSolo
Work before the build windowNone

Judging

Public feedback

Judges' private notes stay private โ€” this is what they chose to say publicly.

Elena Voss

VP of Engineering, Harbor Compute

Nice work under the clock. The unfinished list is longer than the finished one, but what shipped works and you were straight about it.

Claudia Reyes

Staff Engineer, Vantage Analytics

Nice work under the clock. The unfinished list is longer than the finished one, but what shipped works and you were straight about it.

Hana Kobayashi

Principal Research Engineer, Independent

Nice work under the clock. The unfinished list is longer than the finished one, but what shipped works and you were straight about it.

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