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An intro to DeepSeek's distributed file system

Source: news.ycombinator.com | By Henry Zhu

Published on: 2025-04-21 16:50:37

Series What is 3FS? 3FS (Fire-Flyer File SystemGeez, what a tongue twister) is a distributed filesystem released by DeepSeek during their open source release week. This blog post will dive into what distributed file systems are and how 3FS operates, starting with some background. What is a distributed filesystem? Distributed filesystems trick applications into thinking they’re talking to a regular local filesystem. This abstraction is incredibly powerful: a file that’s actually fragmented ac

Keywords: distributed file node nodes storage

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MCP Run Python

Source: news.ycombinator.com | By Unknown

Published on: 2025-04-20 16:09:30

MCP Run Python Model Context Protocol server to run Python code in a sandbox. The code is executed using Pyodide in Deno and is therefore isolated from the rest of the operating system. See https://ai.pydantic.dev/mcp/run-python/ for complete documentation. The server can be run with deno installed using: deno run \ -N -R=node_modules -W=node_modules --node-modules-dir=auto \ jsr:@pydantic/mcp-run-python [stdio | sse | warmup] where: -N -R=node_modules -W=node_modules (alias of --allow-ne

Keywords: mcp node_modules python run server

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An Intro to DeepSeek's Distributed File System

Source: news.ycombinator.com | By Henry Zhu

Published on: 2025-04-22 22:50:37

Series What is 3FS? 3FS (Fire-Flyer File SystemGeez, what a tongue twister) is a distributed filesystem released by DeepSeek during their open source release week. This blog post will dive into what distributed file systems are and how 3FS operates, starting with some background. What is a distributed filesystem? Distributed filesystems trick applications into thinking they’re talking to a regular local filesystem. This abstraction is incredibly powerful: a file that’s actually fragmented ac

Keywords: distributed file node nodes storage

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Differentiable Programming from Scratch

Source: news.ycombinator.com | By Max Slater

Published on: 2025-04-23 05:30:47

Differentiable Programming from Scratch Differentiable programming has become a hot research topic, and not only due to the popularity of machine learning frameworks like TensorFlow, PyTorch, and JAX. Many fields apart from machine learning are finding differentiable programming to be a useful tool for solving optimization problems. In computer graphics, differentiable rendering, differentiable physics, and neural representations are all gaining popularity. This article received an honorable m

Keywords: frac mathbf node partial prime

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Zig's new LinkedList API (it's time to learn fieldParentPtr)

Source: news.ycombinator.com | By Apr

Published on: 2025-04-29 20:06:33

Zig's new LinkedList API (it's time to learn @fieldParentPtr) In a recent, post-Zig 0.14 commit, Zig's SinglyLinkedList and DoublyLinkedList saw significant changes. The previous version was a generic and, with all the methods removed, looked like: pub fn SinglyLinkedList ( comptime T : type ) type { return struct { first : ? * Node = null , pub const Node = struct { next : ? * Node = null , data : T , } ; } ; } The new version isn't generic. Rather, you embed the linked list node with your

Keywords: const node power std user

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Show HN: A website/app to help manage your game library

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-08 07:35:51

GameNode is the perfect platform to manage your game collection virtually. Update your backlog, rate the titles you've played, and add the most anticipated releases to your wishlist. Connect with friends, follow their activities, and keep track of everyone's latest gaming sessions. Too lazy to import your entire library? Don't worry, we got you! GameNode can import games and playtime* from these sources. More will be available soon.

Keywords: activities anticipated backlog gamenode import

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Show HN: HNSW index for vector embeddings in approx 500 LOC

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-08 05:43:14

HNSW - Hierarchical Navigable Small Worlds Nearest neighbor search for vector embeddings Single header, modern C++. Approximately 500 lines of code. Fast (uses Eigen for SIMD acceleration of distance calculations). What is HNSW? // Level 2 * * * * // Level 1 * * * * * * ** * * // Level 0 * ** * * * * * ** * * * * ** ** ** ** * * * * * * * HNSW is a graph structure that consists of levels that are more sparsely populated at the top and more densely populated at the bottom. Nodes within a l

Keywords: 128 index level nodes search

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Show HN: The Algorithm Behind the Topological Sort Library TopoSort

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-14 09:44:58

TopoSort Algorithm William Wong, 2025-04-02 The algorithm used in TopoSort is a variant to the Kahn's algorithm in working on the nodes as sets instead of as individual nodes, with the additions on finding dependence-free subsets and finding cyclic nodes. Overview The main idea is to iteratively find the successive root sets of the graph after removing them at each round. Here's a high level outline of the algorithm. Find the first root set of the graph. Remove the nodes of the root set fro

Keywords: graph node nodes root set

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Measuring Acceleration Structures

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-17 22:28:52

Measuring acceleration structures Hardware accelerated raytracing, as supported by DirectX 12 and Vulkan, relies on an abstract data structure that stores scene geometry, known as “acceleration structure” and often referred to as “BVH” or “BLAS”. Unlike geometry representation for rasterization, rendering engines can not customize the data layout; unlike texture formats, the layout is not standardized across vendors. It may seem like a trivial matter - surely, by 2025 all implementations are c

Keywords: bytes node nodes triangle triangles

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Show HN: Zig Topological Sort Library for Parallel Processing

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-19 10:48:45

TopoSort - Topological Sort on Dependency Graph TopoSort is a highly efficient Zig library for performing topological sort on dependency graph. This small library is packed with the following features: Building dependency graph from dependency data. Performing topological sort on the dependency graph. Generating dependence-free subsets for parallel processing. Cycle detection and cycle reporting. Support different node types. Content Installation Go to the Releases page. Pick a release

Keywords: const data node toposort zig

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The Myst Graph: A New Perspective on Myst

Source: news.ycombinator.com | By Guillaume Lethuillier

Published on: 2025-05-19 15:19:48

Upon reflection, Myst has long been more analogous to a graph than a traditional linear game, owing to the relative freedom it affords players. This is particularly evident in its first release (Macintosh, 1993), which was composed of interconnected HyperCard cards. It is now literally one. Here is Myst as a graph: The Myst graph, a comprehensive representation of the game’s structure that maps the connections between various views and locations, is downloadable as a poster-size PDF. ℹ The se

Keywords: edges game graph myst nodes

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Building Node.js on Windows with Clang-cl

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-21 04:59:00

Recently Node.js started to support building with clang-cl on Windows. I happened to have the chance to try it out this week and while it still needs some fixups in my case, it’s mostly working very well now. Here are some notes about this. Background A hand-wavy recount about how Node.js got here: for a long time (or, as far as I could remember since I started contributing to Node.js in 2016), the official Node.js release for Windows has been built with MSVC, similar to what V8 used to be bui

Keywords: ccache cl clang js node

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Jensen Huang anticipates 20% performance boost from gate-all-around transistors

Source: techspot.com | By Daniel Sims

Published on: 2025-05-25 03:16:00

In brief: While covering a wide range of topics during his keynote at Nvidia's GTC, CEO Jensen Huang briefly touched on the company's GPU roadmap beyond the upcoming Rubin architecture. The Feynman generation and those that follow will likely adopt semiconductor nodes featuring gate-all-around (GAA) transistors – the next evolution in transistor technology after FinFET. During a Q&A session at the GPU Technology Conference, Huang estimated a roughly 20% performance uplift from transitioning to

Keywords: gaa huang nodes nvidia process

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TSMC's 2nm chips near production, iPhone 18 Pro likely to be first to adopt

Source: techspot.com | By Daniel Sims

Published on: 2025-05-29 11:03:00

The big picture: New reports suggest that TSMC's upcoming 2nm semiconductors are almost ready for prime time, with indications of very positive yields. Apple will likely unveil the first 2nm product in 2026, and other tech giants are already in line for TSMC's next bleeding-edge node. The Commercial Times reports that TSMC is set to begin taking orders for wafers built on its 2nm N2 node process next week. The semiconductor giant is likely on schedule to start mass production later this year, w

Keywords: 000 2nm node tsmc year

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My Favorite C++ Pattern: X Macros (2023)

Source: news.ycombinator.com | By Unknown

Published on: 2025-05-31 01:57:59

When I first joined the Chapel team, one pattern used in its C++-based compiler made a strong impression on me. Since then, I’ve used the pattern many more times, and have been very satisfied with how it turned out. However, it feels like the pattern is relatively unknown, so I thought I’d show it off, and some of its applications in the Chapel compiler . I’ve slightly tweaked a lot of the snippets I directly show in this article for the sake of simpler presentation; I’ve included links to the o

Keywords: ast code define node uast

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We chose LangGraph to build our coding agent

Source: news.ycombinator.com | By Sagi Medina

Published on: 2025-05-30 21:50:36

We’ve been building AI coding assistants at Qodo since the GPT-3 days. Our initial approach was highly structured with predefined flows for different coding tasks like test generation, code reviews, and improvements. This approach worked well with earlier generations of LLMs and with structured flows we were able to get real-world value from older models, despite all of their limitations. Since Claude Sonnet 3.5 was released 9 months ago, LLMs have become significantly more capable at general-p

Keywords: agent graph langgraph node workflow

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How profitable are TSMC's nodes: crunching the numbers

Source: techspot.com | By Jonathan Goldberg

Published on: 2025-05-31 14:54:00

By now, most of us are familiar with the fact that TSMC operates a significant amount of trailing edge manufacturing capacity. Long after they have moved on to ever more advanced nodes, they continue to run the older fabs. Editor's Note: Guest author Jonathan Goldberg is the founder of D2D Advisory, a multi-functional consulting firm. Jonathan has developed growth strategies and alliances for companies in the mobile, networking, gaming, and software industries. In 2024, TSMC generated almost

Keywords: 3nm nm node nodes revenue

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Why we chose LangGraph to build our coding agent

Source: news.ycombinator.com | By Sagi Medina

Published on: 2025-05-31 22:50:36

We’ve been building AI coding assistants at Qodo since the GPT-3 days. Our initial approach was highly structured with predefined flows for different coding tasks like test generation, code reviews, and improvements. This approach worked well with earlier generations of LLMs and with structured flows we were able to get real-world value from older models, despite all of their limitations. Since Claude Sonnet 3.5 was released 9 months ago, LLMs have become significantly more capable at general-p

Keywords: agent graph langgraph node workflow

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A AI etymology deconstructor – can guess fake words

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-11 06:52:41

Press enter or space to select a node. You can then use the arrow keys to move the node around. Press delete to remove it and escape to cancel. Press enter or space to select an edge. You can then press delete to remove it or escape to cancel.

Keywords: cancel delete escape node press

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Optimistic Locking in B-Trees

Source: news.ycombinator.com | By Philipp Fent

Published on: 2025-06-27 00:23:28

To B or not to B: B-Trees with Optimistic Lock Coupling B-Trees are one of the few specialized data structures which truly stood the test of time, being over 50 years old. They were invented in year zero of unix time, on a system with a whopping 7.25MB of disk storage — Not DRAM! They are only one month younger than the idea of relational databases itself and witnessed the birth of multi-core architectures, complex cache hierarchies, fast network attached storage and many more groundbreaking ch

Keywords: data lock node root tree

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Show HN: Knowledge graph of restaurants and chefs, built using LLMs

Source: news.ycombinator.com | By Théophile Cantelobre

Published on: 2025-07-07 03:43:20

This post has been shared by .txt on Linkedin and Bluesky. For French restaurant intel, lefooding.com is the definitive data source. Their anonymous critics conduct systematic reviews of establishments across France (and now Belgium), documenting their findings in a witty - if peculiar - style. Beyond choosing the place for a delicious night out, they can be used to map and understand France’s culinary network. A network is composed of nodes and edges. Nodes represent entities, such as people

Keywords: information nodes restaurant restaurants reviews

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Show HN: Knowledge graph of restaurants and chefs using LLMs

Source: news.ycombinator.com | By Théophile Cantelobre

Published on: 2025-07-07 08:43:20

This post has been shared by .txt on Linkedin and Bluesky. For French restaurant intel, lefooding.com is the definitive data source. Their anonymous critics conduct systematic reviews of establishments across France (and now Belgium), documenting their findings in a witty - if peculiar - style. Beyond choosing the place for a delicious night out, they can be used to map and understand France’s culinary network. A network is composed of nodes and edges. Nodes represent entities, such as people

Keywords: information nodes restaurant restaurants reviews

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Intel says 18A process is ready, tape-out confirmed for the first half of 2025

Source: techspot.com | By Daniel Sims

Published on: 2025-07-12 15:04:00

Why it matters: As Intel's chip design and foundry businesses face mounting pressure that could jeopardize the company's future, much is riding on the success of its upcoming 18A node. As Intel finalizes its latest semiconductor process, 2025 will be a decisive year for its efforts to legitimize its foundry division and regain competitiveness against TSMC and Samsung. Intel has announced that its 18A process node is "ready" for third-party clients, with tape-out design finalizations set to begi

Keywords: 18a intel node percent tsmc

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Relaxed Radix Balanced Trees (2024)

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-11 23:05:10

Relaxed Radix Balanced Trees I’m adding immutable vectors to my language, Ivan, and needed to pick a suitable data structure to implement them. Clojure uses Persistent Vectors (PVs) which support lookups, updates, and appends all in ‘effectively’ constant time. However, it doesn’t have efficient insert or merge operations. Relaxed Radix Balanced (RRB) Trees, introduced by Bagwell and Rompf in 2011, address this shortcoming. I had to read a few different papers to properly understand how they w

Keywords: items node nodes slot slots

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