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| | www.dbreunig.com
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| | Taking care of your context is the key to building successful agents. Just because there's a 1 million token context window doesn't mean you should fill it.
| | inkeep.com
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| | When Cognition AI rebuilt Devin for Claude Sonnet 4.5, they discovered the model was anxious about its own context window, taking shortcuts when it believed it was running out of space. This convergence between lab research and production experience reveals the future of AI agent development.
| | hackteam.io
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| | Most agents fail not at reasoning, but at picking and using the right tools. This post explains how Model Context Protocol (MCP) server composition fixes that with four practical patterns.
| | simonwillison.net
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| Vibe coding does not mean "using AI tools to help write code". It means "generating code with AI without caring about the code that is produced". See Not all AI-assisted ...