Atlas · GenAI 2026
Context Engineering
Context engineering
conceptPeak: 2025Context EngineeringAI consensus: 3/3
Prerequisites
Context engineering is prompt engineering elevated to a discipline — it subsumes prompt design, context selection, and memory management
Context engineering requires understanding how models process long contexts, where attention degrades, and how to structure information
Context engineering explicitly optimizes what goes into the context window — token economics is a core constraint
Recommended reference
Mei et al. (2025) 'A Survey of Context Engineering for LLMs' — arXiv:2507.13334; comprehensive survey of 1400+ papers. Practical: LangChain blog (2025) 'Context Engineering for Agents'
Notes from AI deep research
Anthropic Opus
NOWA DYSCYPLINA 2025. Karpathy: 'nowy system programming'. Subsumuje prompt eng + memory + retrieval + token optimization
OpenAI Deep Research
Token cost management [OA#28] + context window strategy [OA#12] — Radar traktuje łącznie
Google Deep Think
Zarządzanie kontekstem [G#28] + kompresja historii + pamięć
Related skills
- → is part of: GenAI(3/3)
- ← is part of: Prompt Caching(3/3)
- ← is part of: Prompt Engineering(3/3)
- ← is part of: Prompt Management(3/3)
- ← is part of: Semantic Routing(3/3)
- ← is part of: Token Optimization(3/3)
- ← is part of: Retrieval-Augmented Generation(2/3)
- → is subcategory of: GenAI(1/3)