mapJanuary 1, 2026
Context Engineering for AI Systems
Techniques for providing AI agents and LLMs with optimized context
This map connects strategies for structuring information effectively for AI systems - whether Claude Code, GitHub Copilot, or custom agents.
VS Code & Copilot
- context-engineering-guide-vscode - Optimizing context for GitHub Copilot in VS Code
Agent Configuration
- writing-a-good-claude-md - Configuring Claude Code with effective project context
Agent Architecture
- effective-context-engineering-for-ai-agents - Anthropic's guide to treating context as finite budget for long-horizon agents
- 12-factor-agents - Principles for building context-aware production agents
- advanced-context-engineering-for-coding-agents - Research-Plan-Implement workflow for complex codebases