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GitHub Copilot Train-the-Trainer
Overview

Session 15 — CI/CD Debugging & Agentic Remediation

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Module: DevOps & Infrastructure with Copilot

Difficulty: Advanced

Prerequisites: Sessions 01–05 and 13 Duration: 3 hours (1 hour trainer content, 2 hours lab)

Overview

Use synthetic logs and a deliberately vulnerable training app to practice CI/CD diagnosis and remediation review. If the customer environment presents an approved Assign to Copilot route, learners review its proposed changes under the customer approval process. This session does not assume that route is enabled.

Learning outcomes

  • Diagnose pipeline failures from logs and workflow context.
  • Review security findings and prepare a safe patch.
  • Use an approved remediation route or the manual fallback.
  • Validate changes with tests, scans, and human review before merge.

Materials

Resource Location
Trainer guide trainer-content/
Lab lab/
Starter files lab/starter/
Reference solutions lab/solution/

Topics

Evidence-led diagnosis, security remediation, approval gates, CodeQL and dependency workflows, and no-access fallbacks.