Basics
Getting started with Agent Orchestration, Multi-Agent Systems and AI Infrastructure.
What is Agent Orchestration?
Introduction to Agent Orchestration and Multi-Agent Systems.
Multi-Agent Systems Explained
How multiple AI agents work together and why it's better than a single LLM.
Agent Roles & Responsibilities
Developer, QA, Infra, Browser — what roles does an agent team need?
Local AI vs Cloud: TCO Comparison
What does Self-Hosted AI really cost? Hardware, electricity, maintenance vs API costs.
Building an AI Agent Team
Types of agents, team structure, tools integration.
30-Day Quickstart Guide
Build your own AI stack in 30 days. Day-by-day guide.
AI in the Enterprise
Why companies use local AI: privacy, cost control, and sovereignty.
10 more articles (generated)
Generated in March 2026, not editorially reviewed — every article says so in its header.
AI API Basics
How AI APIs work. REST, authentication, rate limits, pricing models. Anthropic, OpenAI, Google, Mistral APIs explained.
2026-03-21 · generated, not reviewed
AI Deployment — Models in Production
How to deploy AI models. Docker, vLLM, TGI, Ollama. Scaling, batching, GPU sharing. Monitoring and cost tracking.
2026-03-21 · generated, not reviewed
Docker for AI Stacks
Docker basics for AI projects: Docker Compose, GPU passthrough, networking, volumes, and troubleshooting
2026-03-21 · generated, not reviewed
Embeddings Explained
What are embeddings? How do they work? text-embedding-3, nomic-embed, BGE. Practical application for similarity search.
2026-03-21 · generated, not reviewed
Grafana Basics: Dashboards, Panels, and Alerts
Getting started with Grafana: connecting data sources, building dashboards, creating panels, setting up alerts
2026-03-21 · generated, not reviewed
Multi-Agent Systems — Architecture & Patterns
Specialized agents collaborate: Manager/Worker (Hub & Spoke), Peer-to-Peer, Hierarchical. State management, conflict resolution, error handling, real-world patterns.
2026-03-21 · generated, not reviewed
n8n Introduction: Nodes, Triggers, and Expressions
Fundamentals of n8n workflow automation: what is a node, triggers, expressions with = prefix in 2.x, and AI integration
2026-03-21 · generated, not reviewed
Ollama Setup Guide
Install and configure Ollama on Windows, macOS, and Linux; pull models, optimize performance, enable GPU
2026-03-21 · generated, not reviewed
Prompt Engineering Advanced
Beyond basics. System prompts, few-shot, chain-of-thought, tool use, JSON mode. Optimization and evaluation.
2026-03-21 · generated, not reviewed
What is Agent Orchestration?
Coordinating multiple AI agents for complex tasks. Orchestration vs choreography, tools, patterns, problems and solutions.
2026-03-21 · generated, not reviewed
Continue the learning path
The learning path puts these articles in order, and the Hub carries the building blocks we have checked in our own operations.
- Local and self-hosted
- Documented and verifiable
- From our own operations
- Made in Austria