Next up – the agents core instructions These live in AGENTS.md. I'm going to write some instructions for how this agent can be the best documentation assistant agent! You can see the full text here: https://
github.com/langchain-ai/d
eepagents/blob/main/examples/deploy-mcp-docs-agent/AGENTS.md
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AI
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Building Documentation Assistant Agent Core Instructions
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LangChain adds MCP server tool for Mintlify documentation
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Now let's give it a tool! We host our docs on @mintlify
, which means we get an MCP server out of the box. Let's add that to our mcp.json file (You can see our full docs here: https://
docs.langchain.com) -

Initializing DeepAgents Project with Repository Setup
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Then I'm going to set up my repo. I'm going to run `deepagents init` It will ask me to give my project a name. I'm going to call it `lc-docs`. It will then set up scaffolding for my project
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Configuring AI Agent with GLM5 Model via Baseten
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After switching into the new directory (`cd lc-docs`) I'm going to set the name of my agent, and the model to use This is done in deepagents.toml I'm going to use @Zai_org GLM5 model, served via @baseten
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DeepAgents Deploy: No-Code Agent Production Deployment Platform
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DeepAgents Deploy is the easiest way to bring agents to production, with just a few markdown and configuration files (no code!) Here's me building an agent that connects to LangChain Docs. Powered by @Zai_org GLM5 (via @baseten
) and @mintlify MCP -

Installing DeepAgents CLI for agent deployment
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First I'm going to install deepagents cli. This is a CLI which will help me set up and then deploy my agent `uv tool install deepagents-cli` DeepAgents CLI is open source – see it here: https://
github.com/langchain-ai/d
eepagents/tree/main/libs/cli
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Innovation Diffusion Knowledge Shapes AI Adoption Timeline Expectations
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The less you know about the diffusion of innovations, the sooner you think AI will take over.
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Universe as Permutations: Beyond Physical Movement
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The universe is not made of things that move. It's made of permutations, some of which look like things that move.
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Google ADK Now Available in Python, TypeScript, Java, Go
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Google ADK is available in the language of your choice. Pyhton, TS, Java and Go 🙂
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Distinguishing True Talent from Luck in AI Industry
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The difference between insiders and outsiders is that insiders know who's really good and who just got lucky.