agentic-devops

Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.

Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)

Agentic Operations & Observability Workshop: Hands-on guide for implementing AI-enhanced observability in cloud apps using Azure Monitor, Application Insights, and Azure SRE Agent. Covers metrics, logs, traces, multi-cloud monitoring, and agentic DevOps best practices.

Maximize GitHub Copilot’s impact in large, legacy, and regulated codebases.

Mastery AI Apps Dev Workshop: Jumpstart your journey into AI-powered app development! This hands-on workshop guides you through building real-world applications using cutting-edge AI tools and cloud technologies. Perfect for beginners and enthusiasts eager to turn ideas into powerful solutions. Join us and master the future of app development!

A structured framework for giving AI assisted teams the architectural context they need to generate code that fits your system.

OOPS: A Kubernetes ops platform for both humans and AI Agents. Deploy applications, manage multi-cluster, stream build & pod logs, and drive everything via UI or Agents.

GitHub Copilot observability cockpit for local developer telemetry, AI Credits cost awareness, and optional Azure governance with OpenTelemetry and Grafana.

⭐ Super Agentic DevOps World — Made for Sofia | The complete guide to Agentic DevOps, AI Agents & modern software development explained through Super Mario World analogies | 8 Worlds · 70+ Levels · PT-BR & EN

Demo videos and resources for integrating Azure DevOps with GitHub to enable Agentic DevOps — AI-powered capabilities across Azure Boards, Azure Pipelines, and GitHub. From Microsoft Build 2026.

To learn more about DevOps Engineer Persona resources, check out the The Source - DevOps Spotlight

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs

Fault-tolerant tool execution circuit breaker detecting cascading upstream errors and triggering fallback routing

Multi-turn autonomous agent trajectory evaluator measuring step redundancy and tool choice efficiency

Pre-commit diff safety scanner preventing destructive shell commands, API token leaks, and disk corruptions

Multi-persona deliberation and Bayesian weighted consensus engine resolving complex agent decision ambiguities

Long-horizon context window compression and semantic deduplicator eliminating redundant tool outputs