docs: start frontend mvp milestone
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openspec/changes/frontend-mvp/proposal.md
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openspec/changes/frontend-mvp/proposal.md
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# Change: frontend-mvp
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## Why
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The backend MVP now exposes the core tutoring loop, but job seekers still need
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a web service experience instead of API tooling.
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## What Changes
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- Serve a web app from the Go backend.
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- Add diagnostic practice UI.
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- Add learner progress UI.
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- Add material ingestion, ontology inspection, and teaching asset prompt UI.
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## Impact
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- Adds frontend capability requirements.
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- Keeps Go backend as the serving boundary for the MVP.
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- Does not introduce authentication, persistence, or real image generation.
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