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Ask HN: What's Your Useful Local LLM Stack?

news.ycombinator.com Unknown 2026-01-20 23:17:16

What I’m asking HN: What does your actually useful local LLM stack look like? I’m looking for something that provides you with real value — not just a sexy demo. --- After a recent internet outage, I realized I need a local LLM setup as a backup — not just for experimentation and fun. My daily (remote) LLM stack: - Claude Max ($100/mo): My go-to for pair programming. Heavy user of both the Claude web and desktop clients. - Windsurf Pro ($15/mo): Love the multi-line autocomplete and how it

Topics: autocomplete claude llm local stack

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Context Rot: How increasing input tokens impacts LLM performance

news.ycombinator.com Unknown 2026-01-22 17:25:15

Recent developments in LLMs show a trend toward longer context windows, with the input token count of the latest models reaching the millions. Because these models achieve near-perfect scores on widely adopted benchmarks like Needle in a Haystack (NIAH) [1], it’s often assumed that their performance is uniform across long-context tasks. However, NIAH is fundamentally a simple retrieval task, in which a known sentence (the “needle”) is placed in a long document of unrelated text (the “haystack”)

Topics: haystack input model models needle

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Let's Learn x86-64 Assembly (2020)

news.ycombinator.com Unknown 2026-01-24 16:22:15

Let's Learn x86-64 Assembly! Part 0 - Setup and First Steps published on Apr 18 2020 The way I was taught x86 assembly at the university had been completely outdated for many years by the time I had my first class. It was around 2008 or 2009, and 64-bit processors had already started becoming a thing even in my neck of the woods. Meanwhile, we were doing DOS, real-mode, memory segmentation and all the other stuff from the bad old days. Nevertheless, I picked up enough of it during the classes

Topics: address entry memory program stack

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Let's Learn x86-64 Assembly Part 0 – Setup and First Steps

news.ycombinator.com Unknown 2026-01-24 22:22:15

Let's Learn x86-64 Assembly! Part 0 - Setup and First Steps published on Apr 18 2020 The way I was taught x86 assembly at the university had been completely outdated for many years by the time I had my first class. It was around 2008 or 2009, and 64-bit processors had already started becoming a thing even in my neck of the woods. Meanwhile, we were doing DOS, real-mode, memory segmentation and all the other stuff from the bad old days. Nevertheless, I picked up enough of it during the classes

Topics: address entry memory program stack

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WordPress Gravity Forms developer hacked to push backdoored plugins

bleepingcomputer.com Unknown 2026-01-25 15:30:07

The popular WordPress plugin Gravity Forms has been compromised in what seems a supply-chain attack where manual installers from the official website were infected with a backdoor. Gravity Forms is a premium plugin for creating contact, payment, and other online forms. Based on statistic data from the vendor, the product is isntalled on around one million websites, some belonging to well-known organizations like Airbnb, Nike, ESPN, Unicef, Google, and Yale. Remote code execution on the server

Topics: forms gravity patchstack plugin rocketgenius

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Tree Borrows

news.ycombinator.com Unknown 2026-02-01 05:40:24

The Rust programming language is well known for its ownership-based type system, which offers strong guarantees like memory safety and data race freedom. However, Rust also provides unsafe escape hatches, for which safety is not guaranteed automatically and must instead be manually upheld by the programmer. This creates a tension. On the one hand, compilers would like to exploit the strong guarantees of the type system—particularly those pertaining to aliasing of pointers—in order to unlock powe

Topics: borrows optimizations rust stacked tree

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BharatMLStack – Realtime Inference, MLOps

news.ycombinator.com Unknown 2026-02-01 04:25:50

BharatMLStack What is BharatMLStack? BharatMLStack is a comprehensive, production-ready machine learning infrastructure platform designed to democratize ML capabilities across India and beyond. Our mission is to provide a robust, scalable, and accessible ML stack that empowers organizations to build, deploy, and manage machine learning solutions at massive scale. Our Vision 🎯 Democratize Machine Learning: Make advanced ML infrastructure accessible to organizations of all sizes 🚀 Scale Withou

Topics: bharatmlstack feature ml start time

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The era of full stack chip designers

news.ycombinator.com Bharath Suresh 2026-02-07 12:41:32

Disclaimer: Opinions shared in this, and all my posts are mine, and mine alone. They do not reflect the views of my employer(s), and are not investment advice. A few years back, when I was talking to a student that was interested in both the front-end and back-end stages in chip design, I made a cheeky remark that they should become a “Full Stack Chip Designer”. (I can’t remember who I was talking to, but if you are reading this, this post is dedicated to you!) It was a term I took from softwar

Topics: chip design end stack think

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Substack brings new updates to livestreaming as it increases video push

techcrunch.com Lauren Forristal 2026-02-13 15:09:47

Over the past year, Substack has considerably expanded its video tools for creators, evolving from a platform primarily dedicated to newsletters. On Wednesday, Substack announced new features aimed at helping publishers grow and promote their livestreams. The recent update enables creators to share clips of their live videos on Notes, and Substack will notify them in real time about the performance. This way, publishers can determine which clips they should upload to other platforms, such as Yo

Topics: clips new publishers substack video

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watchOS 26 adds ‘hints’ to your watch face, and they look pretty great

9to5mac.com Ryan Christoffel 2026-02-17 15:07:29

watchOS 26 is coming this fall as the next major Apple Watch update. It will bring a new Apple Notes app, Apple Intelligence features, Control Center upgrades, and more. One new feature is especially unique: ‘hints’ are being added to watch faces in watchOS 26 as a companion of the Smart Stack. Hints in watchOS 26 solve the Smart Stack’s discoverability problem In the last two years, Apple launched the Smart Stack in watchOS and has been progressively upgrading it each year. The Smart Stack i

Topics: apple hints smart stack watchos

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Substack Is Having a Moment—Again. But Time Is Running Out

wired.com Steven Levy 2026-02-22 00:29:37

Before June 8, the skilled and respected ABC News television journalist Terry Moran was neither a household name nor political lightning rod. That changed abruptly when Moran posted on X that Donald Trump’s deputy chief of staff Stephen Miller was “a world-class hater,” followed by an addendum that the president was a hater as well. (The post was later taken down.) While the statements were certainly defendable, they apparently violated ABC policy, and Moran was suspended, then dismissed. Moran,

Topics: journalists moran started substack terry

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Sound As Pure Form: Music Language Inspired by Supercollider, APL, and Forth

news.ycombinator.com Unknown 2026-03-06 11:17:51

WHAT This program is called: "A tool for exploring sound as pure form." or "sound as pure form" or "sapf" It is an interpreter for a language for creating and transforming sound. The language is mostly functional, stack based and uses postfix notation similar to FORTH. It represents audio and control events using lazy, possibly infinite sequences. It intends to do for lazy sequences what APL does for arrays: provide very high level functions with pervasive automatic mapping, scanning, and reduct

Topics: 10 function list stack value

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Lifetime Subscription to Ad Blocker AdGuard Is Now Near-Zero in Price, Over 90% Off With Code

gizmodo.com Mike Fazioli 2026-03-10 10:40:39

If you could wave a magic wand and eliminate all ads from your online browsing — pop-ups, banners, videos, all of them — would you? Of course you would — everybody hates intrusive online ads, and they’re getting more clever and harder to elude or close every day. Thankfully, the only magic wand you need to banish them forever is a lifetime subscription to AdGuard’s Family Plan, and the only magic word you need is FAMPLAN, the code you use at checkout to give you this sweet deal for just $16 at

Topics: adguard devices family free stacksocial

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This iPhone feature is the only reason I haven’t switched back to a Pixel phone

androidauthority.com Unknown 2026-03-16 02:30:53

Ryan Haines / Android Authority I often find myself shuffling between phones — sometimes as frequently as switching handsets every week. And I make sure to replicate my home screen layout on each Android phone so that I don’t feel unfamiliar when switching and my muscle memory doesn’t act up either. But every single one of those Android phones teases my inner urge to have everything look visually organized. When you have a bunch of widgets — all different shapes and sizes — plastered across mu

Topics: android home screen stacked widgets

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Lifetime Subscription to Babbel for 71% Off and an Extra Discount Gets You Mind-Expanding Language Lessons Forever

gizmodo.com Mike Fazioli 2026-03-22 19:40:15

It’s natural to be envious of people who can casually move from language to language, in conversation or as they’re reading. It’s definitely not easy, but learning a new language is well worth the effort, especially when you have lifetime access to 14 languages when you buy a subscription to Babbel at StackSocial for 71% off. See at StackSocial Babbel is the world’s top-selling language instruction app, and this is a buy-once-own-forever deal rather than a recurring yearly or monthly bill for

Topics: babbel language lifetime stacksocial use

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The $230 MacBook Air Is Real, It’s a Steal, and It’s Flying Off the Shelves

gizmodo.com Mike Fazioli 2025-11-17 00:55:06

MacBooks are many things — beautifully designed, reliable, sturdy, fast, and powerful among them. Inexpensive, however, is not a word you hear applied to MacBooks often, if ever. Apple is very much a get-what-you-pay-for company, and you pay for quality. Thankfully, there are shortcuts to be found, like the deals StackSocial frequently runs on Grade-A refurbished MacBooks for a fraction of their usual cost. See at StackSocial Here’s one that’s on the extreme side even for StackSocial: A 13.3-i

Topics: 2017 air laptop macbook stacksocial

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Helpcare AI (YC F24) Is Hiring Full Stack Engineer

news.ycombinator.com Unknown 2025-11-17 00:00:33

Helpcare AI is looking for a Full Stack Engineers. Ideal Candidate: - Worked at an early-stage startup (pre-seed, seed, series A) - 5yrs of full-stack experience. (python, react preferred, open to other) - Some experience with LLM / Agentic Applications. - Great opportunity for remote candidates - $120,000 / yr. - US-CAN-LATAM Timezones Preferred (open to others). Tech Stack: - Python, React, Fast API, Supabase Who we are: - Mission to improve the world's capacity for care - Respectful, inte

Topics: experience preferred react seed stack

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Latest Tech News

Ask HN: What's Your Useful Local LLM Stack?

Context Rot: How increasing input tokens impacts LLM performance

Let's Learn x86-64 Assembly (2020)

Let's Learn x86-64 Assembly Part 0 – Setup and First Steps

WordPress Gravity Forms developer hacked to push backdoored plugins

Tree Borrows

BharatMLStack – Realtime Inference, MLOps

The era of full stack chip designers

Substack brings new updates to livestreaming as it increases video push

watchOS 26 adds ‘hints’ to your watch face, and they look pretty great

Substack Is Having a Moment—Again. But Time Is Running Out

Sound As Pure Form: Music Language Inspired by Supercollider, APL, and Forth

Lifetime Subscription to Ad Blocker AdGuard Is Now Near-Zero in Price, Over 90% Off With Code

This iPhone feature is the only reason I haven’t switched back to a Pixel phone

Lifetime Subscription to Babbel for 71% Off and an Extra Discount Gets You Mind-Expanding Language Lessons Forever

The $230 MacBook Air Is Real, It’s a Steal, and It’s Flying Off the Shelves

Helpcare AI (YC F24) Is Hiring Full Stack Engineer

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