Mar 25 · 3 min read · At a glance: Code generation MCP servers flip the expected pattern. Every major AI coding platform — GitHub Copilot (4.7M paid subscribers), Cursor ($2B ARR), Windsurf, Amazon Q, JetBrains AI, Claude Code, Tabnine — supports MCP as a client, consumin...
Join discussionDec 14, 2025 · 9 min read · Behaviours as API Surface Many programming languages have the concept of interfaces. They allow us to separate an abstract definition of an API shape from its implementation. In Elixir, the closest equivalent is a behaviour. We describe a behaviour m...
Join discussionNov 3, 2025 · 9 min read · At Octomind, we build AI agents - but our code is still mostly written by humans. We love LLMs and use them everywhere we can, from our product to our internal workflows. But despite all the hype, we’re nowhere near “agents writing most of our code.”...
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Oct 6, 2025 · 7 min read · The Problem Every Developer Faces with AI Coding Assistants You've probably experienced this frustration: you ask Claude, Cursor, or any AI coding assistant to write a function, and it confidently generates code that looks perfect at first glance. Bu...
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Jul 3, 2025 · 7 min read · Recap: Cython, Code Generation, and the SpikeQueue Bottleneck Last time, we dug into how code generation works in Brian2, and we ended by looking at the spikeQueue case — a great example of where Cython introduces significant overhead and complexity....
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Jun 15, 2025 · 9 min read · The Challenge: Making Python Fast Enough for Neuroscience An exploration of the compilation pipeline that transforms high-level neural network descriptions into high-performance simulations How does a neuroscience simulator convert mathematical equat...
Join discussionJun 5, 2025 · 56 min read · Alright… so if you’re reading this, chances are you’ve also strapped yourself in for the wild ride that is Brian2—that brilliant Python library that makes neuron simulations look deceptively simple. But spoiler alert: that tiny run() function you inn...
Join discussionJun 5, 2025 · 19 min read · I am working on low-code platform recently. And I am thinking which frontier LLM I should use for coding tasks, including Gemini 2.5 Flash/Pro, Claude 3.7 Sonnet, Qwen2.5-Coder-32B, DeepSeek-R1, ChatGPT-4.5, Llama 4 Maverick, and DeepSeek-V3. Based o...
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Apr 27, 2025 · 4 min read · Introduction In the fast-evolving landscape of software development, AI-powered tools are transforming how developers write code. Platforms like OpenAI Codex and GitHub Copilot are at the forefront, offering auto-completion, error detection, and even...
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Mar 24, 2025 · 3 min read · In this article, we will review the file, .cursorignore, in Refine codebase. Refine is an open-source React framework to build internal tools. We are familiar with .gitignore but let’s learn what .cursorignore file is about. Cursor Cursor is the AI ...
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