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Live nowSeason 1 ยท Episode 5 ยท GPS
AI

Threshold

Turns a dreaded task into the smallest possible first action, then starts a two-minute timer. Built for Cold Open โ€” build a tool that helps someone do the very first step of a task they have been avoiding. Task decomposition, the timer, and persistence across reloads. The interface is deliberately narrow: one path, done properly, rather than a broad surface that half-works at the deadline.

Nadia RahmanSubmitted โ€”78.9/ 100
๐Ÿ”ฅ 44๐Ÿš€ 2๐Ÿคฏ 9

Gallery

Screens

Threshold โ€” main view

Threshold โ€” result state

On the clock

What shipped, what didn't

Completed in time

Task decomposition, the timer, and persistence across reloads.

Unfinished / faked

No accounts โ€” everything lives in localStorage.

Obstacles

Lost four minutes to an auth redirect loop that turned out to be a trailing slash.

Lessons learned

Boring, well-understood tools beat interesting ones when there's no time to debug.

Process

Prompting approach

Started from a single system prompt describing the user and their constraint, then iterated with the assistant on the Threshold 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 reusedDisclosed

Reused a personal utility file for date formatting (~40 lines), linked in the repo README.

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

Genuinely useful. I would install this. The limitations section is honest, which makes me trust the rest of the submission more.

Hana Kobayashi

Principal Research Engineer, Independent

The scope discipline here is the whole story. One path, finished, demoed without a stumble. That is what a 30-minute build should look like.

Tomas Eriksen

Developer Advocate, Independent

The scope discipline here is the whole story. One path, finished, demoed without a stumble. That is what a 30-minute build should look like.

Discussion

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