Скачать или смотреть Context windows are stupid

LINKS:
Free Skool Community: https://www.skool.com/prompt-to-prod
Work with me: https://consulting.jayminwest.com/

My Github: https://github.com/jayminwest
Free Agentic Engineering Book: https://jayminwest.com/agentic-engine...

Sapling: https://github.com/jayminwest/sapling
Recursive Language Models Paper: https://arxiv.org/html/2512.24601v1

Diagram from this video: https://app.eraser.io/workspace/Ijvoq...

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The way we're handling context windows in LLM applications is naive and lossy. In this video, I talk about techniques used by the biggest LLM products and how I think they could be improved.

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00:00 Why Context Management Matters
00:35 The Real Cost of Context Bloat
01:05 The Naive Chat Thread Pattern
02:17 Claude Code Conversation Compaction
03:52 Sapling Active Context Pruning
04:51 Inside Sapling Pipeline
07:44 Delegation and Focus Agents
10:33 Recursive Language Models Paper
12:46 What Changes Next for Agents
13:19 Wrap Up and Links

#agenticai #codegeneration #programming #claudecode #aicoding #llms #openai #geminiai #claudeai #agentswarms #gastown