Context Engineering for Agents - Lance Martin, LangChain

Описание: Lance:   / lance-martin-64a33b5  

How Context Fails: https://www.dbreunig.com/2025/06/22/h...
How New Buzzwords Get Created: https://www.dbreunig.com/2025/07/24/w...
Content Engineering: https://x.com/RLanceMartin/status/194... https://rlancemartin.github.io/2025/0... https://docs.google.com/presentation/...
Manus Post: https://manus.im/blog/Context-Enginee...
Cognition Post: https://cognition.ai/blog/dont-build-...
Multi-Agent Researcher: https://www.anthropic.com/engineering...
Human-in-the-loop + Memory: https://github.com/langchain-ai/agent...
Bitter Lesson in AI Engineering -
Hyung Won Chung on the Bitter Lesson in AI Research:    • Stanford CS25: V4 I Hyung Won Chung of OpenAI  
Bitter Lesson w/ Claude Code:    • Claude Code & the evolution of agentic cod...  
Learning the Bitter Lesson in AI Engineering: https://rlancemartin.github.io/2025/0...
Open Deep Research: https://github.com/langchain-ai/open_... https://academy.langchain.com/courses...
Scaling and building things that "don't yet work":    • Scaling and the Road to Human-Level AI | A...  
Frameworks -
Roast framework at Shopify / standardization of orchestration tools:    • Remote MCPs: What we learned from shipping...  
MCP adoption within Anthropic / standardization of protocols:    • Spotlight on Shopify | Code w/ Claude  
How to think about frameworks: https://blog.langchain.com/how-to-thi...
RAG benchmarking: https://rlancemartin.github.io/2025/0...
Simon's talk with memory-gone-wrong: https://simonwillison.net/2025/Jun/6/...