22 articles
How does Linux manage 10,000 containers? Master the relationship between the Linux Kernel and Kubernetes (K8s). Understand the logic of the 'Pod', the 'CRI', and how the kernel handles K8s-defined networking and storage.
Treating AI agents like microservices is the key to building stable, scalable multi-agent systems. Learn about routing, retries, and monitoring in the age of agentic AI.
A 3,000+ word definitive guide to the shift from standalone chatbots to sophisticated multi-agent orchestration systems. Explore architectural patterns, economic impacts, and the future of autonomous digital workforces.
How do you go from a prompt to a real app? In our final lesson of Module 10, we learn how to link RAG, Tools, and Memory into a single cohesive AI Agent.
The glue that breaks. Learn how framework orchestrators like LangChain and LlamaIndex introduce new security vulnerabilities through complex chaining and data handling.
When robots disagree. Learn how advanced multi-agent systems are vulnerable to 'peer manipulation' and recursive exploitation loops.
From one to a thousand. Learn the core concepts of container orchestration: why it's needed for high availability, self-healing, and automated scaling.
Orchestration without the headache. Learn how to turn multiple Docker hosts into a single cluster using Docker Swarm Mode.
Master the administrative units of Swarm. Learn how to define 'Services' for individual apps and 'Stacks' for entire multi-container architectures.
Meet the industry standard. Discover the architecture of Kubernetes, the difference between Pods and Containers, and why it is the OS of the modern cloud.
Stop typing long commands. Discover Docker Compose, the tool that allows you to define and run entire multi-container applications with a single YAML file.
Master the massive. Explore the orchestration of a 100-service monorepo using Parent/Child pipelines, dynamic generation, and advanced caching to keep a large team synchronized.
Connect the dots. Learn how to trigger pipelines in other projects, creating a cross-service automation workflow for complex microservice architectures.
The Autonomous Brain. Understanding how Bedrock Agents use reasoning to solve multi-step problems.
Defining the Mission. How to write effective 'Agent Instructions' that guide an autonomous AI through complex workflows.
How Agents Think. Understanding the ReAct (Reason + Act) cycle that powers Bedrock's autonomous decisions.
Resilient Autonomy. How to design agents that can recover from API errors and tool failures gracefully.
The AI Manager. How to build a supervisor agent that routes user queries to the correct specialized sub-agent.
The Enterprise Orchestrator. Understanding why AgentCore exists and how it brings deterministic control to AI workflows.
From Chatbot to Coworker. Understanding AI agents that can use tools and make autonomous decisions.
The CEO of Agents. Coordinating multiple specialist agents to solve multi-disciplinary problems.
Building complex AI workflows. connecting Ollama to the world's most popular AI orchestration framework.