Lance: <a class="link" href="https://www.linkedin.com/in/lance-martin-64a33b5/">https://www.linkedin.com/in/lance-martin-64a33b5/</a>How Context Fails: <a class="link" href="https://www.dbreunig.com/2025/06/22/how-contexts-fail-and-how-to-fix-them.html">https://www.dbreunig.com/2025/06/22/how-contexts-fail-and-how-to-fix-them.html</a>How New Buzzwords Get Created: <a class="link" href="https://www.dbreunig.com/2025/07/24/why-the-term-context-engineering-matters.html">https://www.dbreunig.com/2025/07/24/why-the-term-context-engineering-matters.html</a>Content Engineering: <a class="link" href="https://x.com/RLanceMartin/status/1948441848978309358">https://x.com/RLanceMartin/status/1948441848978309358</a> <a class="link" href="https://rlancemartin.github.io/2025/06/23/context_engineering/">https://rlancemartin.github.io/2025/06/23/context_engineering/</a> <a class="link" href="https://docs.google.com/presentation/d/16aaXLu40GugY-kOpqDU4e-S0hD1FmHcNyF0rRRnb1OU/edit?usp=sharing">https://docs.google.com/presentation/d/16aaXLu40GugY-kOpqDU4e-S0hD1FmHcNyF0rRRnb1OU/edit?usp=sharing</a>Manus Post: <a class="link" href="https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus">https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus</a>Cognition Post: <a class="link" href="https://cognition.ai/blog/dont-build-multi-agents">https://cognition.ai/blog/dont-build-multi-agents</a>Multi-Agent Researcher: <a class="link" href="https://www.anthropic.com/engineering/multi-agent-research-system">https://www.anthropic.com/engineering/multi-agent-research-system</a>Human-in-the-loop + Memory: <a class="link" href="https://github.com/langchain-ai/agents-from-scratch">https://github.com/langchain-ai/agents-from-scratch</a>- Bitter Lesson in AI Engineering -Hyung Won Chung on the Bitter Lesson in AI Research: <a class="link" href="https://www.youtube.com/watch?v=orDKvo8h71o">https://www.youtube.com/watch?v=orDKvo8h71o</a>Bitter Lesson w/ Claude Code: <a class="link" href="https://www.youtube.com/watch?v=Lue8K2jqfKk&t=1s">https://www.youtube.com/watch?v=Lue8K2jqfKk&t=1s</a>Learning the Bitter Lesson in AI Engineering: <a class="link" href="https://rlancemartin.github.io/2025/07/30/bitter_lesson/">https://rlancemartin.github.io/2025/07/30/bitter_lesson/</a>Open Deep Research: <a class="link" href="https://github.com/langchain-ai/open_deep_research">https://github.com/langchain-ai/open_deep_research</a> <a class="link" href="https://academy.langchain.com/courses/deep-research-with-langgraph">https://academy.langchain.com/courses/deep-research-with-langgraph</a>Scaling and building things that "don't yet work": <a class="link" href="https://www.youtube.com/watch?v=p8Jx4qvDoSo">https://www.youtube.com/watch?v=p8Jx4qvDoSo</a>- Frameworks -Roast framework at Shopify / standardization of orchestration tools: <a class="link" href="https://www.youtube.com/watch?v=0NHCyq8bBcM">https://www.youtube.com/watch?v=0NHCyq8bBcM</a>MCP adoption within Anthropic / standardization of protocols: <a class="link" href="https://www.youtube.com/watch?v=xlEQ6Y3WNNI">https://www.youtube.com/watch?v=xlEQ6Y3WNNI</a>How to think about frameworks: <a class="link" href="https://blog.langchain.com/how-to-think-about-agent-frameworks/">https://blog.langchain.com/how-to-think-about-agent-frameworks/</a>RAG benchmarking: <a class="link" href="https://rlancemartin.github.io/2025/04/03/vibe-code/">https://rlancemartin.github.io/2025/04/03/vibe-code/</a>Simon's talk with memory-gone-wrong: <a class="link" href="https://simonwillison.net/2025/Jun/6/six-months-in-llms/">https://simonwillison.net/2025/Jun/6/six-months-in-llms/</a>

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