Uploaded October 2025 | Updated September 2026, 2 weeks ago
Try Skywork ai at: skywork.ai/p/O1h1m4 use the code: engineerprompt for discounts.
It has support for full stack app development with Supabase integration.
In this video we will explore how to effectively manage the context window for Agents. We talk about three different strategies - Compacting, Note-taking (scratch pad) and sub-agents. We also look at how to draft great system prompts and how to deal with context rot.
LINKS
anthropic.com/engineering/effective-context-engineering-for-ai-agents
research.trychroma.com/context-rot
anthropic.com/engineering/multi-agent-research-system
anthropic.com/news/context-management
cognition.ai/blog/devin-sonnet-4-5-lessons-and-challenges#the-model-is-aware-of-its-context-window
https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus
Website: engineerprompt.ai
RAG Beyond Basics Course:
prompt-s-site.thinkific.com/courses/rag
Let's Connect:
🦾 Discord: discord.com/invite/t4eYQRUcXB
☕ Buy me a Coffee: ko-fi.com/promptengineering
|🔴 Patreon: patreon.com/PromptEngineering
💼Consulting: calendly.com/engineerprompt/consulting-call
📧 Business Contact: engineerprompt@gmail.com
Become Member: tinyurl.com/y5h28s6h
💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off).
Signup for Newsletter, localgpt:
https://tally.so/r/3y9bb0
TIMESTAMP:
00:00 Context Management in Modern Agents
00:33 Exploring MCP Tools and Their Impact on Context
02:15 from Prompt Engineering to Context Engineering
04:12 Compacting Conversations
09:22 Skywork: Innovative Context Management Solutions - Sponsored
11:37 Note-taking and Sub-Agents Strategies
@SkyworkAI
Try Skywork ai at: skywork.ai/p/O1h1m4 use the code: engineerprompt for discounts.
It has support for full stack app development with Supabase integration.
In this video we will explore how to effectively manage the context window for Agents. We talk about three different strategies - Compacting, Note-taking (scratch pad) and sub-agents. We also look at how to draft great system prompts and how to deal with context rot.
LINKS
anthropic.com/engineering/effective-context-engineering-for-ai-agents
research.trychroma.com/context-rot
anthropic.com/engineering/multi-agent-research-system
anthropic.com/news/context-management
cognition.ai/blog/devin-sonnet-4-5-lessons-and-challenges#the-model-is-aware-of-its-context-window
https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus
Website: engineerprompt.ai
RAG Beyond Basics Course:
prompt-s-site.thinkific.com/courses/rag
Let's Connect:
🦾 Discord: discord.com/invite/t4eYQRUcXB
☕ Buy me a Coffee: ko-fi.com/promptengineering
|🔴 Patreon: patreon.com/PromptEngineering
💼Consulting: calendly.com/engineerprompt/consulting-call
📧 Business Contact: engineerprompt@gmail.com
Become Member: tinyurl.com/y5h28s6h
💻 Pre-configured localGPT VM: bit.ly/localGPT (use Code: PromptEngineering for 50% off).
Signup for Newsletter, localgpt:
https://tally.so/r/3y9bb0
TIMESTAMP:
00:00 Context Management in Modern Agents
00:33 Exploring MCP Tools and Their Impact on Context
02:15 from Prompt Engineering to Context Engineering
04:12 Compacting Conversations
09:22 Skywork: Innovative Context Management Solutions - Sponsored
11:37 Note-taking and Sub-Agents Strategies
@SkyworkAI
