AI Tutorials
Practical AI development tutorials
Articles
Kubernetes Networking Explained: From ClusterIP to Cilium Service Mesh⭐10
Explore Kubernetes networking from ClusterIP to Cilium's eBPF service mesh. Learn kube-proxy, Ingress, Network Policies, and CNI choices.
How to Understand a Legacy Codebase Using AI Before Changing It⭐8
Use AI to analyze legacy code before refactoring—map dependencies, trace data flow, find hidden contracts, and build a modernization plan safely.
Estimating from No Data: Deriving a Continuous Score from Categories⭐10
Neural network bottleneck and special head derive continuous severity scores from categorical patient outcomes, ranking home-care, hospitalization, and mortalit...
Running Codex as a Headless Agent⭐10
Learn how to run Codex as a headless agent in automation workflows, using a Python process and HTML digest case study for repeatable tasks.
Retrieve One Row from a Table, Not the Whole Table: Row-Level Chunks for RAG⭐10
Retrieving one table row—not the whole table—as the chunk for RAG answers precise questions like policy caps without distracting the model with unrelated rows.
The Hidden Risks Lurking in Your Cloud Infrastructure⭐10
Discover 5 hidden cloud infrastructure risks and how CSPM tools uncover configuration errors before they become security breaches.
The Types of Dimensions in a Star Schema, and How to Use Them⭐10
Learn the key types of dimensions in a star schema—like conformed, degenerate, and slowly changing—and how to apply them in data modeling.
Bayesian Guardrails for AI Decisions: Measuring Uncertainty Before Automating Decisions⭐9
Learn how Bayesian guardrails quantify AI uncertainty to prevent automated decisions from acting on unreliable predictions.
The AI Agent Engineer's Guide: 60 Patterns for Building Autonomous Systems⭐10
Master 60 AI agent design patterns across 8 core capabilities to build autonomous systems efficiently, moving beyond domain-specific templates into reusable arc...
Learn System Design for AI Agents: Build a Production-Ready Multi-Agent PR Reviewer⭐7
Learn system design for production-ready AI agents. Build a multi-agent PR reviewer with LangGraph, Redis, and more.