Problem Statement
Stage: Build the First Vertical Slice
The team wants a reversible percentage rollout without random user movement.
Deliverable
Stable on/off assignments for user IDs.
Input and output contract
First line is percentage 0-100; remaining lines are user IDs. Bucket each ID by character-code sum modulo 100.
Acceptance criteria
- Keep assignments deterministic.
- Clamp percentage to 0-100.
- Preserve user order.
Suggested vibe loop
Read AGENTS.md, connect your Ollama or OpenAI-compatible provider in the browser, and ask the agent to restate the contract and make one small verifiable change. Watch edits stream into app.py while the editor is locked, then review the result and run the visible example. Keep the checkpoint when the evidence is correct or use Undo to restore it. The browser-client agent does not require an administrator gateway or API key.