Context Engineering Academy
6 academies. 70+ modules. The discipline of shaping AI context — taught through interactive exercises and real-world patterns.
Architecture
“6 academies. 70+ modules. Teaching what I learned.”
The Problem
Prompt engineering is a buzzword. Context engineering is a discipline. Most AI education teaches you to write clever prompts — but production AI systems fail because of bad context management, not bad prompts. Missing retrieval, overloaded windows, lost instructions, hallucinated tool calls — these are context problems, not prompt problems.
The Approach
Built 6 structured academies covering the full context engineering stack: Foundation (how context windows work), Retrieval (RAG and search), Memory (conversation and knowledge management), Tools (function calling and MCP), Orchestration (multi-agent systems), and Evaluation (measuring what matters). 70+ interactive modules with exercises, sandboxes, and real-world case studies.
Key Insight
The best teaching tool turned out to be failure. Each module includes a 'context failure' exercise where you deliberately break an AI system by mismanaging its context — then fix it. When you see a $50 API call fail because the context window overflowed, you learn context budgeting faster than any lecture could teach.
How it works
The architecture behind the system.
6 Structured Academies
Foundation, Retrieval, Memory, Tools, Orchestration, Evaluation. Each academy builds on the previous, creating a complete learning path from basics to advanced.
70+ Interactive Modules
Each module combines theory, code examples, interactive exercises, and real-world case studies. No passive reading — every concept has a hands-on component.
Hands-On Exercises
Context failure exercises, prompt debugging challenges, retrieval optimization tasks, and multi-agent coordination problems. Learn by breaking, then fixing.
Progress Tracking
Per-module completion, quiz scores, exercise results, and streak tracking. Visual progress across all 6 academies with suggested review schedules.
Code Sandboxes
In-browser environments for experimenting with context patterns. Test RAG configurations, prompt templates, and tool schemas without local setup.
Completion Certificates
Shareable certificates for each completed academy. Verified through exercise completion and quiz performance, not just reading time.
Built with
