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Live nowSeason 1 ยท Episode 5 ยท GPS
AI

Trust Boundary

Maps where untrusted input enters a codebase, for the new engineer who's about to touch it. Built for Pair Programmer's Apprentice โ€” use lumen forge to build a tool for developers who are new to a codebase. Entry-point detection across HTTP handlers and queue consumers. The interface is deliberately narrow: one path, done properly, rather than a broad surface that half-works at the deadline.

Yusuf KarimSubmitted โ€”45.1/ 100
๐Ÿ”ฅ 19๐Ÿš€ 18๐Ÿคฏ 4

Gallery

Screens

Trust Boundary โ€” main view

Trust Boundary โ€” result state

On the clock

What shipped, what didn't

Completed in time

Entry-point detection across HTTP handlers and queue consumers.

Unfinished / faked

No taint tracking โ€” it finds doors, not paths.

Obstacles

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

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 Trust Boundary 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 usedDisclosed

Started from the official framework starter template, unmodified.

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

Solid build with a clear user in mind. The interface is doing less than it could โ€” a second pass on hierarchy would lift this considerably.

Marcus Bell

Founder, Bellwether Studio

The idea is strong and the execution is most of the way there. The demo path broke once, which is what separates this from the top three today.

Hana Kobayashi

Principal Research Engineer, Independent

Solid build with a clear user in mind. The interface is doing less than it could โ€” a second pass on hierarchy would lift this considerably.

Discussion

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