Hacker News with Generative AI: Code

Implementing LLaMA3 in 100 Lines of Pure Jax (saurabhalone.com)
In this post, we'll implement llama3 from scratch using pure jax in just 100 lines of code. Why jax? Because I think it has good aesthetics. Also jax looks like a NumPy wrapper but it has some cool features like xla; a linear algebra accelerator, jit, vmap, pmap etc., which makes your training go brr brr.

Machine Learning, Python, Open Source, Code

158 points by jxmorris12 2 days ago | 22 comments

Evaluating RAG for large scale codebases (qodo.ai)
In a previous post, we introduced our approach to building a RAG-based system—designed to power generative AI coding assistants with the essential context needed to complete tasks and enhance code quality in large scale enterprise environments.

Generative AI, Code, AI Assistants, Enterprise

41 points by GavCo 6 days ago | 10 comments

My Co-Founder threw away 90% of the code I wrote (ycombinator.com)
TL;DR: This is an appreciation post for all those co-founders who take our messy, hacky code, and somehow transform it into maintainable, production-ready software.

Software Development, Startups, Code, Collaboration

21 points by imaginaryspaces 14 days ago | 17 comments

Five coding hats (dubroy.com)
Early in my career, I was convinced there was “good code” and “bad code”. That you could look at something and — without knowing anything about the context — pass judgement on it.

Software, Programming, Code, Career, Opinion

66 points by azhenley 16 days ago | 1 comments

Tülu 3 405B – GPT-4o performance with open-source data, code, and recipes (twitter.com)

Open Source, AI, Performance, Code

6 points by rvnx 21 days ago | 0 comments

Yek: Serialize your code repo (or part of it) to feed into any LLM (github.com/bodo-run)
A fast Rust based tool to read text-based files in a repository or directory, chunk them, and serialize them for LLM consumption.

Rust, Code, Serialization, GitHub

205 points by mohsen1 33 days ago | 74 comments

CodeMic: A new way to talk about code (codemic.io)

Code, Programming, Software, User Interfaces

189 points by seansh 60 days ago | 58 comments

Multilspy: Building a common LSP client handtuned for all Language servers (github.com/microsoft)
This repository hosts multilspy, a library developed as part of research conducted for NeruIPS 2023 paper titled "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context" ("Guiding Language Models of Code with Global Context using Monitors" on Arxiv).

Language Models, Code, Research, Software Development, GitHub

98 points by LakshyAAAgrawal 66 days ago | 14 comments

In C some things aren't what they seem – The Craft of Coding (wordpress.com)
In C it is possible to make up things that don’t exist. For example this can lead to operators being created when they don’t exist, at least in the eyes of the programmer. Take the “–>” operator. This operator doesn’t exist, but can function as if it does. Here is an example program:

Programming, C Programming, Software Development, Code

4 points by rbanffy 66 days ago | 0 comments

Preferring throwaway code over design docs (softwaredoug.com)

Software Development, Code, Design, Documentation

327 points by softwaredoug 68 days ago | 172 comments

Dissecting M8trix (tilde.town)
m8trix by HellMood is one of my favorite demos. It packs a pretty cool Matrix-style effect in only 8 bytes:

Code, Web Development, Demos, Computer Graphics

17 points by todsacerdoti 89 days ago | 0 comments

ChibiHash: Small, Fast 64 bit hash function (nrk.neocities.org)
If you need a small and fast 64 bit hash function that can be copy-pasted easily, then here's one that I cooked up in an hour or so: chibihash64.h.

Cryptography, Algorithms, Programming, Hash Functions, Code

104 points by thunderbong 95 days ago | 31 comments

What does f(x) mean in C++? (biowpn.github.io)
It is universally agreed that C++ is a complex language. One reason is that its syntax is highly overloaded, meaning that the same code could mean many different things. Let’s do a simple mental exersice by considering the following code:

C++, Programming, Syntax, Code, Programming Languages

6 points by linkdd 100 days ago | 1 comments

OpenCoder: A True Open-Source Approach to Code LLMs (medium.com)
OpenCoder is an open and reproducible code LLM.

Open-Source, Generative AI, Code

4 points by algoghostf 101 days ago | 0 comments

The Art of Manually Editing Hunks (kennyballou.com)
There's a certain art to editing hunks, seemingly arcane. Hunks are blocks of changes typically found in unified diff patch files, or, more commonly today, found in Git patches.

Code, Version Control, Git, Software Development

25 points by alraj 107 days ago | 18 comments

Show HN: Super Simple CRC32 Implementation (github.com/dch82)
super simple crc32 calculator written by dch82

Software, Algorithms, Code, Cryptography

14 points by dch82 114 days ago | 16 comments

Ask HN: Any AI tools that help you make sense of a large repo? (ycombinator.com)
I'm trying to understand some large codebases. Current LLMs can understand code snippets but not large repositories with their complex structures.

AI, Code, Software Development, Tools

5 points by zh2408 120 days ago | 2 comments

Smallest Self Reproducing Program (ioccc-src.github.io)
Nearly every year, one or more people would submit what they claimed was the world’s smallest self reproducing program. While the sizes of these submissions varied, a quick glance would reveal that they were too big, until this entry came along.

Programming, Code, Competition, Optimization

7 points by greggyb 122 days ago | 1 comments

Why does ++[[]][+[]]+[+[]] return the string "10"? (stackoverflow.com)
This is valid and returns the string "10" in JavaScript (more examples here):

JavaScript, Programming, Code, Puzzles, Tricky Code

32 points by downboots 137 days ago | 29 comments

Should I Use a Framework to Build an Agent? Code vs. LangGraph vs. Workflows (ycombinator.com)
LangGraph and LlamaIndex Workflows are generating a lot of buzz right now, and we wanted to see how they measure up in practice versus just writing the code.

Generative AI, Code, Frameworks

21 points by jgilhuly 141 days ago | 6 comments

HTTP: , FTP:, and Dict:? (shkspr.mobi)
I went for a spelunk0 through an ancient codebase a few weeks ago which contained a curious regex that I just couldn't grok1.

Regular Expressions, Code, Programming

425 points by edent 155 days ago | 124 comments

Show HN: Codebased, an AI Search Engine for Code (codebased.sh)

AI, Search Engines, Code, Software

17 points by maxconradt 156 days ago | 8 comments

Synthetic Open Schema: code-first approach to Synthetic Monitoring (github.com/checksdev)

Synthetic Monitoring, Open Source, Code, Software, DevOps

3 points by dmonroy 178 days ago | 1 comments

Code Crafters Cafe (ycombinator.com)

Code, Programming, Community, Events

10 points by modevs 178 days ago | 1 comments

Pygments, a Generic Syntax Highlighter (pygments.org)