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Module VC-07VIBECODE

Prioritize Tests by Risk

VIBECODE • Vibe Coding: AI-First Software Delivery

Browser-only practice

Problem Statement

Stage: Quality, Security, and Performance

Limited CI time must cover the highest-risk behaviors first.

Deliverable

A descending risk-ranked test matrix.

Input and output contract

Read behavior|impact|likelihood integers; score impact*likelihood and sort descending then behavior.

Acceptance criteria

  1. Calculate integer risk.
  2. Use alphabetical tie-breaking.
  3. Print behavior=risk.

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.

Constraints

Use Python 3 standard library only. Read and follow AGENTS.md, keep main.py as the entry point, and implement solve(raw) in app.py.

Sample Testcases

Submit runs every public testcase in this browser. Results and code never leave this device.

Sample #1
Public sample
Input
login|5|5
export|2|3
profile|3|2
Output
login=25
export=6
profile=6
Explanation
Prioritizes critical behavior.

Web terminal

C, C++, Java, and Python run locally in a browser VM. No worker or visualizer is used.

Saved in this browser
Editor settings