Category

Quotes

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And if you ask us how we trust that agent, the answer is that it's just evows al And if you ask us how we trust that agent, the answer is that it's just evows al And if you ask us how we trust that agent, the answer is that it's just evows all the way down. Why This Quote Matters This quote was chose And just a few months back MCPUI we partnered with Anthropic and OpenAI to reall And just a few months back MCPUI we partnered with Anthropic and OpenAI to reall And just a few months back MCPUI we partnered with Anthropic and OpenAI to really put this into the MCP standard as the first official exte And our goal is to just make this a really flexible toolkit for all the kinds of And our goal is to just make this a really flexible toolkit for all the kinds of And our goal is to just make this a really flexible toolkit for all the kinds of evaluation things people want to do both for API models as And so uh and we tried to give it con context and not just constraints. And so uh and we tried to give it con context and not just constraints. And so uh and we tried to give it con context and not just constraints. Why This Quote Matters This quote was chosen because it draws a useful bound And so, uh, and we tried to give it context and not just constraints. And so, uh, and we tried to give it context and not just constraints. And so, uh, and we tried to give it context and not just constraints. Why This Quote Matters This quote was chosen because it draws a useful boundary And then more advanced version is really trying to start thinking of it as a tea And then more advanced version is really trying to start thinking of it as a tea And then more advanced version is really trying to start thinking of it as a teammate that is actually sort of holds context, has memory an How do we make sure we're not just moving at the speed of correctness, but also How do we make sure we're not just moving at the speed of correctness, but also How do we make sure we're not just moving at the speed of correctness, but also of understanding? Why This Quote Matters This quote was chos In this case it decides to actually call the server tool but the control is in t In this case it decides to actually call the server tool but the control is in t In this case it decides to actually call the server tool but the control is in the hands of the host and everything stays in context. Why T Meaning that with an agent, the context window becomes everything, the database, Meaning that with an agent, the context window becomes everything, the database, Meaning that with an agent, the context window becomes everything, the database, the file system, the memory, the reasoning space. Why This Obviously shout out Postman and Goose and Claude the first one that released Cla Obviously shout out Postman and Goose and Claude the first one that released Cla Obviously shout out Postman and Goose and Claude the first one that released Claude apps that actually supported MCP apps. Why This Quote M People talk about environment in the context of RL and they think of like RL env People talk about environment in the context of RL and they think of like RL env People talk about environment in the context of RL and they think of like RL environments, but environments are more than just for RL. Why So there is a lot of like dark magic like happening behind the wood just to uh g So there is a lot of like dark magic like happening behind the wood just to uh g So there is a lot of like dark magic like happening behind the wood just to uh give you some context. Why This Quote Matters This quote was So, why can't you not just hand them more of your work and then literally just w So, why can't you not just hand them more of your work and then literally just w So, why can't you not just hand them more of your work and then literally just walk away and trust it to be completed? Why This Quote Matte Software factories are only made possible if security is in the loop. Software factories are only made possible if security is in the loop. Software factories are only made possible if security is in the loop. Why This Quote Matters This quote was chosen because it connects the technical p the local retrieval, the inprocess tools, the memory and the parts that do not s the local retrieval, the inprocess tools, the memory and the parts that do not s the local retrieval, the inprocess tools, the memory and the parts that do not shred under streaming and async record at the boundary inste Uh and so my goal today is to talk about like WTF is the context layer. Uh and so my goal today is to talk about like WTF is the context layer. Uh and so my goal today is to talk about like WTF is the context layer. Why This Quote Matters This quote was chosen because it surfaces context man Uh quality of the agent often dependent uh on the quality of context engineering Uh quality of the agent often dependent uh on the quality of context engineering Uh quality of the agent often dependent uh on the quality of context engineering and that led to a lot of weird lost trust cases with our s Uh the way I think about a context layer is it's a system that turns knowledge a Uh the way I think about a context layer is it's a system that turns knowledge a Uh the way I think about a context layer is it's a system that turns knowledge and expertise and norms that we talked about that Maya knows Uh, this is just one example from METR, the machine evaluation center, and it sh Uh, this is just one example from METR, the machine evaluation center, and it sh Uh, this is just one example from METR, the machine evaluation center, and it shows that models for the first time started completing tasks Um and to give people an option to not just use the open-source models that are Um and to give people an option to not just use the open source models that are Um and to give people an option to not just use the open source models that are getting quite good, but to take them and make them even bett Um memory and persistent context is one that I'm watching very carefully right n Um memory and persistent context is one that I'm watching very carefully right n Um memory and persistent context is one that I'm watching very carefully right now. Why This Quote Matters This quote was chosen because it We've also watched context windows and memory improve, allowing agents in loops We've also watched context windows and memory improve, allowing agents in loops We've also watched context windows and memory improve, allowing agents in loops to track work that's been done before. Why This Quote Matter You need to have the trust that it actually can do the work successfully. You need to have the trust that it actually can do the work successfully. You need to have the trust that it actually can do the work successfully. Why This Quote Matters This quote was chosen because it states an explic