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Live nowSeason 1 ยท Episode 5 ยท GPS
AI

Second Voice

A translation layer for a bilingual household where the assistant only speaks one language. Built for Say It Back โ€” build a voice interface for someone who cannot comfortably use a screen. Bidirectional live translation under two seconds. The interface is deliberately narrow: one path, done properly, rather than a broad surface that half-works at the deadline.

Luz HerreraSubmitted โ€”57.3/ 100
๐Ÿ”ฅ 56๐Ÿš€ 30๐Ÿคฏ 13

Gallery

Screens

Second Voice โ€” main view

Second Voice โ€” result state

On the clock

What shipped, what didn't

Completed in time

Bidirectional live translation under two seconds.

Unfinished / faked

Two languages hardcoded.

Obstacles

A dependency version mismatch cost six minutes. Pinned it and moved on.

Lessons learned

Scope down before the timer starts, not at minute 20 when you're already committed.

Process

Prompting approach

Started from a single system prompt describing the user and their constraint, then iterated with the assistant on the Second Voice 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.

Hana Kobayashi

Principal Research Engineer, Independent

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.

Ravi Anand

Head of Design, Tessellate

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.

Tomas Eriksen

Developer Advocate, 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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