DevOps Gets Smarter With AI Triage Agents

Описание: Hey everyone, Trevor Williams here. We demonstrate how these ai agents can be used for autonomous assessment of failures in CI CD pipelines, analyzing and resolving issues through advanced automation. This is crucial for modern DevOps and artificial intelligence workflows.

Building a triage agent is a great reminder that modern development is no longer just about writing code. It is about designing smart workflows, connecting the right services, and creating systems that can actually make decisions with context.

In this lesson, I walk through the kind of thinking that helps you move from “AI sounds cool” to “AI can solve real problems.”

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Generative AI for DevOps is designed for developers and DevOps engineers who want to use AI more practically in automation, cloud workflows, and modern delivery pipelines.
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If you want to go deeper, check out my courses:
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Because the future belongs to developers who can build intelligently and ship reliably.

00:00 Introduction
01:49 DevOps Agent Overview
02:28 Tour of The .NET File-Based Triage Agent Code
05:23 Defining the Agent Using the Microsoft Agentic Framework Library
06:23 Defining The Agent's Tools
08:32 Outlining Agent Self-Evaluation Rules
09:24 Creating a GitHub Workflow For The Triage Agent
12:06 Introducing a Failed Test in Code
12:30 Testing The Workflow Run
12:50 Adjust the Test Step of the GitHub Workflow (Ensure that it outputs properly)
13:20 Review The Tirage Agent Output in the Workflow

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