Answer Map is a targeted Cluely outreach build: a realtime interview copilot that streams answer guidance, decomposes compound questions into explicit asks, and advances coverage only when exact evidence exists in a finalized candidate transcript. Its public Guided demo is deterministic, credential-free, and cost-free.
Stack, status, evidence, and public actions are rendered from the typed project record.
Category
AI Systems
Type
App
Priority
Strong
Overview
What this project is
Answer Map is a targeted Cluely outreach build: a realtime interview copilot that streams answer guidance, decomposes compound questions into explicit asks, and advances coverage only when exact evidence exists in a finalized candidate transcript. Its public Guided demo is deterministic, credential-free, and cost-free.
Problem
Why it matters
Realtime interview guidance can feel responsive while still losing parts of a compound question or marking unsupported claims as answered.
Solution
Approach
A typed conversation pipeline that streams immediate cues, maintains an explicit obligation map, and accepts coverage only when a finalized candidate turn contains the supporting quote.
Architecture
System shape and stack
Outreach
Built before asking for attention
Answer Map was built and shipped as a focused work sample for Cluely, so the outreach arrived with a working product, a live demo, and an inspectable repository.
Realtime State
Fast cues without stale state
Transcript text paints immediately while analysis stays cancellable and finalized coverage updates stay serialized, so late responses cannot overwrite newer state.
Evidence
Coverage has to earn its state
Partial and covered asks require an exact quote from a finalized candidate turn. Individual guidance and the combined answer remain intact through every coverage update.
Public Boundary
A safe demo with honest limits
The public build runs a deterministic Guided replay with no credentials, private API calls, or OpenAI spend. Live microphone, model streaming, screen context, and persistence remain local-only paths.
- TypeScript
- React
- Bun
- Elysia
- OpenAI Realtime
- Responses API
- SQLite
- Electron
- Playwright
Technical Highlights
Visible technical signal
- Compound questions decomposed into explicit answer obligations
- Coverage advances only from exact finalized transcript evidence
- Cancellable, serialized analysis prevents stale out-of-order updates
What It Proves
Builder signal
Initiative and realtime AI engineering across streaming, concurrency, evidence validation, security boundaries, desktop integration, and deterministic public demonstration.
Boundaries
Context that should stay visible
The public site is a deterministic Guided demo. It is presented as a focused work sample, not a production interview platform.