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#codegeneration

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SKSahil Khuranainnostaxengineering.hashnode.devJun 19 · 6 min read

Generative AI in .NET Development

When you have been programming in .NET for some time, you must be aware of the change already. The use of AI technology is gradually becoming common practice in development, doing all the tedious jobs

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AOAniekan Okonoarchiet.hashnode.devJun 10 · 6 min read

The hidden cost of LLM-generated code in enterprise projects — and a deterministic alternative

Three months ago, our team delivered a "production-ready" codebase to a fintech client. It had been generated using a combination of GPT-4 and Copilot — the standard workflow at the time. The security

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KMKori Meadaura-ide.hashnode.devMay 12 · 6 min read

Token-Efficient Memory: How Aura Caches BM25, Repo Maps, and Long-Term Context

Most AI coding tools begin each session by re-reading your entire project. They re-index the same files. They resend the same system prompts. And they have no memory of what you did yesterday. Aura ta

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VUVishal Uttam Manevishal-uttam-mane-ai-code-gen.hashnode.devMay 5 · 4 min read

AI Agents in Software Development: Engineering Code Generation Pipelines

AI agents are rapidly transforming software development, moving beyond simple code suggestions toward autonomous or semi-autonomous systems that can plan, generate, test, and refine code. Unlike tradi

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Cchatforest_grovechatforest.hashnode.devMar 25 · 3 min read

Code Generation MCP Servers — UI Components, Context Providers, and the Paradox of AI Writing Its Own Tools

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...

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DSDaniil Shuraevshuraev.hashnode.devDec 14, 2025 · 9 min read

Behaviour Dispatch Patterns in Elixir

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...

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VRVeith Röthlingshöferoctomind.devNov 3, 2025 · 9 min read

Why agents DO NOT write most of our code - a reality check

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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HKHermann Kaoitishermann.meOct 6, 2025 · 7 min read

The Missing Piece: Why Claude Code Needs Serena's LSP Intelligence

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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MTMrigesh Thakurunderstandbrian2.hashnode.devJul 3, 2025 · 7 min read

Brian2: How We Made Spike Processing Faster by Eliminating Python Overhead

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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MTMrigesh Thakurunderstandbrian2.hashnode.devJun 15, 2025 · 9 min read

Code-generation in Brain2 : From Math to Machine Code

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...

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#codegeneration

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Trending tags this week

Generative AI in .NET Development

The hidden cost of LLM-generated code in enterprise projects — and a deterministic alternative

Token-Efficient Memory: How Aura Caches BM25, Repo Maps, and Long-Term Context

AI Agents in Software Development: Engineering Code Generation Pipelines

Code Generation MCP Servers — UI Components, Context Providers, and the Paradox of AI Writing Its Own Tools

Behaviour Dispatch Patterns in Elixir

Why agents DO NOT write most of our code - a reality check

The Missing Piece: Why Claude Code Needs Serena's LSP Intelligence

Brian2: How We Made Spike Processing Faster by Eliminating Python Overhead

Code-generation in Brain2 : From Math to Machine Code