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In this post, I’ll show you how to think about AI agents through the infrastructure patterns you already use. Think about your CI runner. It spins up an environment. Runs some steps. Reads files. Runs tests. Captures output. Decides what to do next. Knows when to stop. Now swap out the hardcoded logic for an LLM. That’s it. That’s an AI agent in simpler terms. The fancy demos want you to think it’s magic. Some brand new thing you need to ....
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Like many coders, I participated in Advent of Code 2025. However, this year I want to make it challenging. Learning Rust or Elixir are both tempting options, but why not go for something a bit more out there? I want to solve every problem with the GPU not the CPU. Which means a compute shader. I chose to use Swift and Metal as my shader language. Mostly because I was using a Mac and partly because I’ve been meaning to improve my Swift skill..
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Der Nachtschwärmer – Wenn die Sonne untergeht, beginnt für einen Nachtschwärmer der Spaß erst richtig. Und viele Nachtschwärmer bilden einen Schwarm.
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PyCoder's Weekly included over 1,500 links to articles, blog posts, tutorials, and projects in 2025. Christopher Trudeau is back on the show this week to help wrap up everything by sharing some highlights and uncovering a few hidden gems from the pile.
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MCP-first nowadays it's possible to build new products in MCP -first way. we had web first, native first, local first, mobile first approaches in the previous decades. now we have a new way: build a backend for your product and expose its functionality as MCP server. now any MCP client (like Claude and others) can use your new product. so UI is already there, Claude becomes your UI and you can focus on the logic. if I start workin..
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MCP-first nowadays it's possible to build new products in MCP -first way. we had web first, native first, local first, mobile first approaches in the previous decades. now we have a new way: build a backend for your product and expose its functionality as MCP server. now any MCP client (like Claude and others) can use your new product. so UI is already there, Claude becomes your UI and you can focus on the logic. if I start workin..
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MCP-first nowadays it's possible to build new products in MCP -first way. we had web first, native first, local first, mobile first approaches in the previous decades. now we have a new way: build a backend for your product and expose its functionality as MCP server. now any MCP client (like Claude and others) can use your new product. so UI is already there, Claude becomes your UI and you can focus on the logic. if I start workin..
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