Problem Statement
Stage: Capstone: Ship and Learn
The capstone needs observable evidence rather than intuition.
Deliverable
Event counts and average duration in milliseconds.
Input and output contract
Read event|duration records; group by event, sort by event, and print count plus rounded integer average.
Acceptance criteria
- Ignore malformed durations.
- Round averages using half-up behavior.
- Sort event names.
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.