Explore the library
Practical walkthroughs on self-hosting, workflow automation and AI infrastructure. Start from a topic, jump to a comparison, or read everything newest-first.
All guides
-
How to Create AI Agents: A DevOps Deployment Guide
If you’re a developer or sysadmin trying to figure out how to create AI agents that actually run in production — not just in a notebook demo — this guide is for you.
-
Generative AI vs Agentic AI: A DevOps Guide
Every vendor pitch deck now claims to ship “agentic AI,” but half of them are still just wrapping a chatbot in a new label.
-
Generative AI vs. Agentic AI: A DevOps Guide
Every infrastructure team is now being asked the same question: should we bolt a chatbot onto our stack, or build something that can actually act on its own?
-
How to Create an AI Agent with Docker and Python
Every framework, tutorial, and vendor pitch these days claims to help you “create an AI agent” in five minutes.
-
AI for Real Estate Agents: A Self-Hosted Deployment Guide for DevOps Teams
AI for real estate agents is quickly becoming less of a novelty and more of a standard operational layer, and for engineering teams tasked with building or supporting these systems, the real work…
-
AI Agents Logo: Design, Generate & Deploy It with Docker
If you’re building, self-hosting, or shipping an AI agent — a Slack bot, a DevOps automation assistant, a RAG-powered support tool, or a full multi-agent orchestration platform — at some point you…
-
AI Agent Frameworks: A DevOps Guide to Choosing and Deploying One
Choosing among the growing set of ai agent frameworks is now a routine part of shipping automation, not a niche research exercise.
-
Voice AI Agents: A DevOps Guide to Self-Hosting
Voice AI agents are moving out of the demo phase and into production infrastructure. If you’re a developer or sysadmin who’s been asked to deploy a voice agent for customer support, IVR replacement…
-
Docker Compose Build: Complete Guide to Building Images
If you’ve ever run docker compose up and wondered why your code changes weren’t reflected in the container, the answer almost always traces back to how docker compose build works.
-
Agentic AI Courses: Best Picks for DevOps Engineers
Agentic AI systems — software that can plan, call tools, and execute multi-step tasks with minimal human intervention — are moving from research demos into production infrastructure.