Agentic DevOps – AI-Driven Release Failure Triage
This Hack in a Day learning experience enables participants to design and implement an Agentic DevOps solution that assists engineering teams in diagnosing and responding to CI/CD pipeline and deployment failures.
- Intermediate
- 6 hours
- Cloud and AI Platform
One day, guided
A single facilitated day. Every challenge validates automatically, so the room self-paces and the leaderboard settles itself. No jury needed.
Available on request · we reply within one business day
Solution play
Innovate with Azure AI Apps and Agents
Overview
The lab guides participants through building an AI-powered DevOps agent that monitors Azure DevOps pipeline executions, analyzes failure logs, classifies root causes such as infrastructure, configuration, test, or code issues, and generates actionable remediation recommendations. By leveraging Azure DevOps, Azure Monitor, and Azure OpenAI, participants gain hands-on experience in reducing manual troubleshooting effort, improving release reliability, and accelerating recovery times through intelligent agent-based reasoning.
What participants work through
- Understanding agent-based DevOps workflows
- analyzing CI/CD logs using LLMs
- classifying failure patterns
- integrating Azure DevOps with AI-driven diagnostics
- improving MTTR through intelligent assistance
Technology stack
Azure OpenAIAzure MonitorRun this with your teams
Environments, coaching, judging and reporting, all handled.