Module 15 Activity Worksheet

Module

Module 15: LLMs for Patch Analysis

Capability Target

Implement an LLM-assisted patch-analysis workflow with verification gates, confidence labeling, and explicit human override policies.

Studio Activity Instructions

Scenario: Build an LLM-assisted triage helper for proofreading queues.

Evidence and Reasoning Notes

• Claim:
• Evidence:
• Limitation:

Rubric Check

• Minimum pass: clear task boundaries, verification logic, and logging fields.
• Strong performance: robust failure-mode handling and actionable governance plan.
• Failure modes: unbounded scope, no confidence policy, missing audit trail.

Exit Prompt

For one LLM output type, define: acceptance threshold, verification method, and human override trigger.