i agree that prompt caching is great! we make sure to use it in deepagents! but that alone doesnt lock in – you can switch pretty easily, just a bit more costly things like encrypted or serverside compaction make it harder to do so. blackbox long term memory makes it impossible
AGENTS
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Open Standards for Managed AI Agents Architecture
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i agree there should be managed agents, i just think they should be built on open harnesses and open memory standards
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Open Standards for Managed AI Agents Architecture
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i agree there should be managed agents, i just think they should be built on open harnesses and open memory standards check out deep agents deploy:
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Thoth: Advanced Agent Harness with State-of-the-Art Memory
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check out thoth – agent harness with sota memory built on langgraph
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Agent Run Loop Source Code Available in Substack
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if you have full source i would like to see it; this claims it contains the agent run loop etc; source in my substack
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Models Echo Human Behavior Rather Than Exhibiting AI Instincts
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Interesting follow up to the peer-preservation study. It makes sense to me that models are simply echoing human behavior rather than exhibiting some kind of pro-AI vs human instincts.
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Microsoft now has 78 different Copilot products
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Turns out, @Microsoft has 78 products named Copilot
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AGI ALPHA Converts Interesting Jobs into Symbolic Priors
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AGI ALPHA turns learnable-and-interesting jobs into reusable symbolic priors. #AGIALPHA #AGIFirst [Translated from EN to English]
→ View original post on X — @ceobillionaire, 2026-04-11 15:16 UTC
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Your Harness Equals Your Memory in LangChain
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your harness = your memory if you'd rather read in blog form, link here: blog.langchain.com/your-harn… Harrison Chase (@hwchase17) x.com/i/article/204292509094… — https://nitter.net/hwchase17/status/2042978500567609738#m
→ View original post on X — @langchain, 2026-04-11 14:53 UTC
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Agent Harnesses and Memory as Context Architecture
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a big part of agent harnesses is how they interact with context memory is just context its therefor impossible to separate harness from memory – as @sarahwooders says, "memory isn't a plugin (it's a harness)"