Context window separation
The architectural practice of partitioning or isolating information within an LLM’s operational memory to optimize performance, mitigate noise, and improve efficiency in context-management.
Implementation in claude-code
- Utilized via agentic-ai to address core challenges in Agentic Systems, specifically regarding tool-selection and memory overhead.
- Sub-agents function through task-specific configurations including:
- Customized system-prompts.
- Specialized toolsets.
- Isolated context parameters to maintain focus and reduce token consumption.
- Graphify: Employs knowledge-graphs to provide persistent memory and address context undersupply in claude-code.
Backlink: 2026 04 14 Mastering Claude Code sub agents Backlink: 2026 04 22 Graphify Knowledge Graph for AI Coding Assistant Context and Memory