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Keep one container of each model warm during the demo/judging window
Edwin Sam +1: Claude Opus 4.8 (1M context)The vLLM coach cold start is ~90s, which made the live demo feel broken on the first question after idle. min_containers=1 holds one warm container per service so judges never pay that. Revert to 0 after judging to stop idle GPU burn. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>4223fe3 -
Give the coach model a clock for recency queries
Edwin Sam +1: Claude Opus 4.8 (1M context)The answer path handed clients' last_contacted dates but no "today" and no stale threshold, so "who haven't I contacted in a while?" returned wrong answers (the model had to guess at recency). Now pass today's date, each client's days_since_contact, and the stale threshold into the context. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>9b3cb78 -
Polish for judges: cold-start hint, example prompts, graceful errors, prewarm
Edwin Sam +1: Claude Opus 4.8 (1M context)- Cold-start note under the command bar so a 30-60s first request reads as expected, not broken - Clickable example prompts (gr.Examples) so a cold visitor reaches the magic moment without staring at an empty box - Graceful failure in on_command/on_brief: a model cold-start or timeout shows a retry hint instead of a raw stack trace, and keeps the typed text in the box - Best-effort startup prewarm thread so the Space self-warms both Modal models - Expand README with explicit Build Small track/prize/badge write-up Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>64a007e -
Add hackathon track/sponsor/badge tags and demo+social link placeholders to README
Edwin Sam +1: Claude Opus 4.8 (1M context)Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>9a58087 -
Add durable Turso/libSQL persistence so client data survives Space restarts
Edwin Sam +1: Claude Opus 4.8 (1M context)Wraps the storage layer over either sqlite3 or a libSQL embedded replica that syncs to Turso when TURSO_DATABASE_URL is set, falling back to local SQLite otherwise. Adds a minimal .env loader for local dev and libsql-experimental. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>4152a0f
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Rebuild as Spruce: AI-native CRM for a health coach
Two small models on Modal: MiniCPM3-4B routes updates to the right client, extracts a structured record, classifies the pipeline stage, and harvests reusable methods; Nemotron-3-Nano-4B answers questions over the client data and writes grounded briefs. Custom cockpit UI with a command bar, stage board, recency timeline, and a Needs-attention panel.466d528
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Add GVL robot-judge Gradio app and requirements
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initial commit
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