Context Compaction: The Art of Summarizing a 3-Hour Coding Session for Your LLM
· 5 min read

Your AI pair programmer has a 200K token limit. After 3 hours, you're at 150K. What do you do?
AI-native development and intelligent systems
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Your AI pair programmer has a 200K token limit. After 3 hours, you're at 150K. What do you do?
Every time you approve or reject an AI's action, it learns. After 5 approvals, that action happens automatically.

Vector search finds similar text. Agentic search finds relevant context. The difference is reasoning.

Everyone's building RAG systems with vector DBs. We gave our AI a structured memory system that actually understands context.