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I built an MCP server using Cloudflare's code mode pattern

An implementation of the Codemode workflow detailed by Cloudflare. Read this article by Cloudflare this morning https://blog.cloudflare.com/code-mode/ the main argument being that LLMs are much better at writing typescript code than tool calls because they've seen typescript code many more times.

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  1. Calling tools w/ Python improves LLM perf. vs MCP (77.1% on BrowseComp)

    symbolica.ai

    If agent's tools are exposed as functions/objects in a Python REPL (as opposed to JSON schemas) they perform better, I linked the explainer article we wrote, but if you want to jump straight in check out the docs!

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  2. Building an LLM from Scratch in TypeScript

    book.humanexperiences.io

    The from-scratch guide to building large language models in NodeJS.

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  3. Simple to build MCP servers that easily connect with custom LLM calls

    mirascope.com

    After learning about MCP, I'm really excited about the future of provider-agnostic, re-usable tooling.

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  4. OpenWorkers

    openworkers.com

    Self-hosted Cloudflare workers in Rust

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  5. Synapse

    github.com

    TypeScript Toolchain for Cloud Apps

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