Interactive
AI Engineering Learning Tracks

A practical guide to LangGraph & LangChain agent architectures — from the foundational ReAct loop to advanced patterns like GraphRAG, Tree of Thoughts, and Speculative Execution.

Breakthrough Method of Agile AI-Driven Development — role-based workflows, artifact chains, grooming patterns (including Party Mode), and prompt templates for building software with AI.

End-to-end retrieval-augmented generation from chunking strategy to production architecture — embeddings, vector search, reranking, grounded prompting, evaluation, and advanced patterns.

From zero-shot instructions to production evaluation suites — chain-of-thought, few-shot, structured output, system prompt architecture, tool use, adversarial robustness, and systematic iteration.