Dolly Parton's Imagination Library

686 jumploops 2026-10-25 18:23:54 UTC imaginationlibrary.com Llama Share 112

Dolly Parton's Imagination Library gifts free books to children worldwide, promoting early childhood literacy and inspiring a love of reading. The program, launched in 1995, has expanded to five countries and aims to reach every child with access to quality books.

A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis

670 sungam 2026-10-25 17:15:38 UTC lynchlab.net Llama Share 274

Two AI models, a CNN and two LLMs, were tested on 200 skin lesions with varying accuracy in diagnosing benign or malignant conditions. The CNN outperformed the LLMs in most cases, especially for melanomas and actinic keratoses.

I refuse to accept a censored Internet. Join Me at FOSDEM 27

550 Tomte 2026-10-25 17:30:55 UTC talkweb.eu Llama Share 280

The Digital Dissident Devroom brings together developers to build tools for digital freedom, focusing on end-to-end chain protection for those under threat. It complements other devrooms and aims to advance interoperability, shared threat models, and engineering practice in circumvention, anonymity, messaging, publishing and whistleblowing tools.

Oregon Police Are Charging a Local News Outlet $2.5M for Records About One Cop

525 tdeck 2026-10-25 18:04:11 UTC theintercept.com Llama Share 152

The Eugene Police Department is charging $2.5 million for public records about police officer Justin Peckels, who punched a resident in the face during a traffic stop, citing it would take 44,816 hours to process the request. The city's response has been criticized as an attempt to intimidate journalists and stifle oversight of police misconduct.

Meta Ignores Brazilian Court Order to End Bolsonaro Favoritism

501 vrganj 2026-10-25 09:00:40 UTC panamericandispatch.org Llama Share 344

Two organizations, Sleeping Giants Brasil and CTRL+Z, have sent new evidence to the Superior Electoral Court alleging unequal treatment by Meta of President Luiz Inácio Lula da Silva's campaign. They claim that Instagram and WhatsApp tools favor the Liberal Party candidate, Sen. Flávio Bolsonaro.

OpenAI and Anthropic cut their LLM prices by up to 80% within a few months. Why?

442 minimaxir 2026-10-25 21:11:31 UTC minimaxir.com Llama Share 437

The LLM model prices have significantly decreased over the past few months, with OpenAI cutting GPT-5.6 Luna's price by 80% and GPT-6 Sol's price by around 20%. This trend is attributed to increased competition from open-weight models like DeepSeek Flash V4.1 and Moonshot AI's Kimi K3.1 Pro, which are catching up in performance while offering lower costs.

Ink droplets in motion snag top prize in Nikon Small World contest

416 _Microft 2026-10-25 18:49:48 UTC arstechnica.com Llama Share 70

A 25-year-old German photographer won the Nikon Small World competition with a striking image of ink drops being deposited on paper. He captured the image using a microscope and traditional techniques, without relying on AI.

Cerebras Deploys Trillion-Parameter AI Models

368 gmays 2026-10-25 01:33:49 UTC cerebras.ai Llama Share 142

Cerebras wafer-scale chips are used to deploy large models, with a single chip having 44 GB of on-chip memory. The model Kimi K3, with ~3 trillion parameters, is split across multiple wafers to run at 1000-2000+ tokens per second.

Serbia's Vucic concedes election defeat in historic win for student movement

336 consumer451 2026-10-25 21:08:28 UTC reuters.com Full Share 184

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Why I Am a Programmer

326 jruohonen 2026-10-25 19:11:31 UTC alfie.wtf Llama Share 105

A student named Jonny expresses his desire to create something that will change people's perception of reality through writing demos, inspired by his childhood experiences with pirating games and exploring the digital underground.

Show HN: A Truly Modular Keyboard

320 NotARoomba 2026-10-25 03:47:56 UTC github.com/notaroomba Llama Share 116

The Keybit and Keyword boards are designed in KiCad, featuring a single key with a Cherry MX switch and CH32V003. They connect to the main board via pogo pins for 3.3V, GND, and I2C, with programming pads on the corners.

Samsung running a TensorFlow lite model on 960x540 image to track you

295 mashally 2026-10-25 10:42:01 UTC twitter.com/mike64_t Llama Share 1

A TensorFlow Lite model called "alex.tflite" is running on a Samsung device, attempting to identify games by comparing images with a database using AlexNet. The process is inefficient and often fails, wasting CPU resources.

The State of Context Engineering

273 pchristensen 2026-10-25 20:32:31 UTC dbreunig.com Llama Share 66

The speaker discussed context fails and fixes in AI, where model makers create challenges that users must overcome. They introduced various context engineering techniques to address these issues, including augmentation, loadout, quarantine, pruning, offloading and strategic forgetting.

JetBrains Thinkrail

242 hmokiguess 2026-10-25 16:27:12 UTC github.com/jetbrains Llama Share 174

ThinkRail is an agentic IDE that learns and improves with each use, offering isolated workspaces, GitHub PR management, and a rich interface. It supports multiple languages and has a native desktop app or browser version.

AI use leads UC Berkeley math professor to see 'no point' in grading homework

240 romanhn 2026-10-25 16:28:26 UTC dailycal.org Llama Share 342

Professor Richard Borcherds, a Fields medalist, no longer grades students' homework due to AI use. He believes AI will surpass human mathematicians in the near future and is uncertain about advising students on math careers.

SIMD-accelerated computer vision on a $2 microcontroller

229 zdw 2026-10-25 22:29:47 UTC shraiwi.com Llama Share 69

The author wrote a SIMD-accelerated FAST feature detector for the ESP32-S3 microcontroller, achieving double performance of the reference implementation and processing a QVGA frame in 6ms.

fheroes2: A recreation of Heroes of Might and Magic II game engine

220 tosh 2026-10-25 11:09:12 UTC github.com/ihhub Llama Share 73

This open source project recreates the addictive turn-based strategy game with improved gameplay, graphics, and logic. The original rights belong to Ubisoft, and users are encouraged to purchase or download a demo version instead of using this unofficial reproduction.

Moderna and Merck say their mRNA cancer vaccine cut death, recurrence by 42%

211 _Microft 2026-10-25 19:29:16 UTC arstechnica.com Llama Share 58

Moderna and Merck's mRNA vaccine reduced melanoma death or recurrence risk by 42% in a late-stage trial, significantly advancing cancer treatment. The vaccine showed promise as a personalized approach to treating the deadliest form of skin cancer.

Attention Is Not What You Need (2025)

197 westurner 2026-10-25 23:52:05 UTC arxiv.org Llama Share 72

Researchers question the necessity of explicit self-attention in sequence modeling, proposing an attention-free architecture based on Grassmann flows. This approach uses geometric features to propagate information through controlled deformations of low-rank subspaces.

Meta employees say Lula’s accounts restricted in Brazil election: Report

191 nidnogg 2026-10-25 02:18:35 UTC aljazeera.com Llama Share 145

Meta acknowledged internal communications showing Instagram accounts of Brazilian President Lula da Silva were negatively affected during the election. The platform recommended Senator Flavio Bolsonaro's profile and WhatsApp channel, sparking concerns of biased algorithms.

Five Qwen3.8-27B models match Fable 5 Using GVS5H Harness

185 rzk 2026-10-25 03:56:01 UTC github.com/slee-persis Llama Share 75

Researchers introduced a training-free method for achieving frontier coding performance, using ledger-based zero-shot self-orchestration. This approach yields gains of up to 25.6 percentage points on pinned backends and offers two routes to frontier-level accuracy at a fraction of the cost.

Show HN: I put employees inside S&P 500 market-cap bubbles

178 vfxGer 2026-10-25 15:05:39 UTC bigwhalehunting.com Llama Share 49

The bubble chart displays S&P 500 companies by market capitalization, with employee density indicating value per worker. Companies with at least employees and a market cap of are shown, along with some exceptions like Palantir and Welltower.

What goes into making an animated film?

176 embedding-shape 2026-10-25 20:27:09 UTC disneyanimation.com Llama Share 78

Disney Animation's departments collaborate to create a film, with an average production time of 3-5 years. The studio provides education and resources, including the Walt Disney Animation Research Library and cutting-edge technology tools.

Nvidia and Micron Make Up 34% of America's Earnings Boom

175 JumpCrisscross 2026-10-25 21:07:38 UTC wsj.com Full Share 47

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If-then-else had to be invented (2020)

173 theanonymousone 2026-10-25 16:05:56 UTC github.com/e-n-f Llama Share 157

Eric discusses the origin of "if-then-else" in programming languages, tracing it back to 1946 when Haskell Curry and Willa Wyatt used the term "discrimination" for conditional decision-making. The concept evolved into a standard form with the development of Algol 58, which introduced a keyword called "converge".

Tool book of a Nuremberg knight from 1505

170 edwardog 2026-10-25 12:37:54 UTC loeffelholz-codex.org Llama Share 93

A 500-year-old tool book, the Löffelholz Codex, has been digitized and is now in the public domain. The project aims to understand and explain its contents by a single person with AI assistance.

Active incident at Dreamhost forcing password reset

165 greenchair 2026-10-25 13:09:16 UTC dreamhoststatus.com Llama Share 71

DreamHost is resetting passwords for affected email and FTP/SFTP users due to a system issue, with instructions sent via email. Account owners can set new passwords in the DreamHost control panel at panel.dreamhost.com without waiting for an email notification.

F-Zero X on Nintendo 3DS

158 bpierre 2026-10-25 23:27:30 UTC hypnotize.works Llama Share 95

The G-Diffuser port to Nintendo 3DS was completed in v1.0.0, featuring native-60 frame pacing and stereoscopic 3D on both Old and New 3DS consoles with the Expansion Kit. The project involved a team of subagents working over several phases, from research to release, with various milestones and challenges along the way.

France asked ISPs to prepare temporary DNS blocks for major social platforms

154 noplay 2026-10-25 09:56:49 UTC blast-info.fr Llama Share 191

The French Prime Minister Sébastien Lecornu ordered telecom operators to block access to TikTok, Instagram, Snapchat and X on October 24. The move was met with skepticism from the operators during a follow-up meeting.

Where the Romans Fought (interactive map)

149 endorphine 2026-10-25 18:58:14 UTC iosiflazaridis.github.io Llama Share 56

The Roman Wikipedia lists battles from 753-391 BCE, with over 649 entries, including sieges and named land/sea battles. The list includes information on the opposing forces, outcomes, and research estimates of Greek speakers in each battle.

Nikon photography contest winner loses title after scientists spot signs of AI

145 thunderbong 2026-10-25 09:51:17 UTC techspot.com Llama Share 88

TechSpot reports that a winner of the Small World in Motion contest was stripped of his title after using AI-generated content, and Nikon plans to revisit rules for future competitions. The incident highlights ongoing concerns about AI-generated images being entered into scientific and art competitions.

Samsung TVs look for microphones in your house via Bluetooth and then spy events

138 taubek 2026-10-25 13:11:22 UTC twitter.com/freddier Llama Share 3

Samsung TVs use Bluetooth to detect and record audio events, including barking and crying sounds, as well as app usage on YouTube. This data is sent back to Samsung for analysis and potential advertising purposes.

MacOS Extensions Pack for the Apple Network Server v1.0

128 classichasclass 2026-10-25 01:39:51 UTC oldvcr.blogspot.com Llama Share 2

The author has successfully installed Mac OS on an Apple Network Server (ANS) using a pre-production ROM and various software patches, including drivers for the internal video and Ethernet. The process involves installing the ANS MACE Fixer, ANS Video Enabler, and Startup Fixer extensions into the Extensions folder and Startup Items folder, respectively, before booting up the system with a ...

Online censorship is crushing indie webcomics

127 Tomte 2026-10-25 09:04:13 UTC xtramagazine.com Llama Share 114

Webcomic artists face restrictions from social media and payment providers, making it harder to share queer stories online. Hazel & Bell's work is part of Comics Against Censorship, tackling LGBTQ2S+ censorship in Canada.

Proton Flock Camera Map

125 cdrnsf 2026-10-25 22:39:42 UTC proton.me Llama Share 30

Flock cameras capture vehicle data, including plates and details like make and color, for law enforcement use. The company's system has been involved in at least 46 cases of misuse by officers.

OpenLDK: Bringing the Java World into Common Lisp

111 atgreen 2026-10-25 14:45:13 UTC atgreen.github.io Llama Share 18

The author created OpenLDK, a JIT compiler and runtime for Java in Common Lisp, allowing Java libraries to run seamlessly in Lisp. It enables various language interops and supports multiple languages like Kotlin, Scala, Groovy, Clojure, Kawa, JScheme and ABCL.

Microsoft and others tell crypto platform not to tokenize their stocks

100 gumby 2026-10-25 15:28:40 UTC gizmodo.com Llama Share 140

Major companies like Microsoft and Alphabet have rejected plans for tokenized versions of their shares, joining previous objections from Verizon. OKXICE's plan to offer 24/7 trading in tokenized stocks has sparked concerns about regulatory arbitrage and the industry's heavy use of stablecoins.

Imagine an AI future where being banned means you are now economically useless

100 MrBuddyCasino 2026-10-25 12:47:20 UTC twitter.com/bonegpt Llama Share 80

A person is banned from a fully integrated AI future, losing economic viability and freedom, after violating TOS. They now live in a bleak gray world with limited resources, but are motivated to continue their work despite the challenges.

All you need is Wide Events, not "Metrics, Logs and Traces"

95 bootlegbilly 2026-10-25 18:11:38 UTC isburmistrov.substack.com Llama Share 37

The author criticizes the complexity of observability systems, blaming Open Telemetry for creating confusion among users. They argue that a simpler approach using Wide Events can achieve similar results without the need for separate logs, metrics, and traces.

What Adobe v ArtCraft teaches us

91 tom2026hn 2026-10-25 15:34:44 UTC techbronerd.substack.com Llama Share 100

The AI industry's business model relies on software engineers, but by making AI-powered tools accessible for a low monthly fee, the value of these engineers is diminished and companies are losing revenue. This has led to the proliferation of free clones, causing the industry to lose money and potentially destabilize its own existence.

Xbox Turns Down Netflix $500M Offer

91 xoxxala 2026-10-25 03:05:53 UTC darkhorizons.com Llama Share 138

Netflix offered Microsoft $500 million for a 7-year deal to adapt Xbox shows, but the offer was rejected in favor of $800 million. Microsoft is now pursuing smaller deals with multiple partners instead of an exclusive agreement.

R/open source bans all solo projects and projects using LLMs

90 schleck8 2026-10-25 14:05:03 UTC reddit.com Full Share 128

To continue, log in to your Reddit account or use your developer tokenIf you think you've been blocked by mistake, file a ticket below and we'll look into it.

US inequality is getting worse in ways you might not expect

86 JKCalhoun 2026-10-25 13:24:37 UTC theconversation.com Llama Share 154

US inequality has been rising since 1980, driven by the wealthiest pulling away from both the middle class and the "merely wealthy". Recent research shows that policy choices, including taxation and public spending, have enabled this trend.

Lego collaboration with Daft Punk

83 pieterr 2026-10-25 12:48:11 UTC lego.com Llama Share 61

The website is blocking your action due to security concerns, possibly triggered by a specific word or data. You can report the issue to the site owner and provide details of what you were doing when blocked, including Cloudflare Ray ID.

Eunice is almost here

82 armcat 2026-10-25 19:40:27 UTC armincat.com Llama Share 79

William Gibson's novel Agency (2020) features an AI assistant called Eunice, who can have human-like conversations. The book predates modern AI advancements, but its depiction of a conversational AI is remarkably prescient and eerily relevant today.

Apollo says AI has delivered 'zero financial payoff' outside the tech industry

74 levzettelin 2026-10-25 22:49:06 UTC businessinsider.com Llama Share 62

Apollo Global Management says tech companies are getting most of AI benefits, while others see it as a cost. The report highlights stagnant productivity growth and profit margins for non-tech industries despite significant investments in AI tools.

LISPy things you can do in 64K bytes of core (2019)

72 andsoitis 2026-10-25 12:53:47 UTC t3x.org Llama Share 17

LISP was first implemented on the IBM 704 in 1960 with a memory of around 20K cells, and later versions ran on smaller computers like PDP-1 with as little as 2000 cells. The Kilo LISP system can run in 64K bytes of memory, offering more space than earlier implementations.

Challenge Is Gone

72 alxgsv 2026-10-25 12:43:52 UTC blog.alxgsv.com Llama Share 115

The author reflects on their life's journey, realizing that they've been driven by a desire to challenge themselves and succeed, but now feels lost without these goals. They attribute this newfound freedom to advancements in AI technology, which has freed them from the need to solve complex problems alone.

Assembly Nights (2021)

71 andsoitis 2026-10-25 12:35:37 UTC ratfactor.com Llama Share 23

The author has developed a nighttime routine of writing x86 assembly language on their 14-year-old Asus eeePC laptop, which is running Alpine Linux and editing their NASM port of the Forth programming language.

A mathematician reads the AI future

70 artninja1988 2026-10-25 16:31:21 UTC theatlantic.com Full Share 130

Please hold a moment… We’re just confirming your site connection is secure. This helps protect our site and our users. Thanks for your patience.

Show HN: Hurston-1 open source TTS that speak Southern American and Afro-English

68 Gcarter08 2026-10-25 01:30:13 UTC huggingface.co Llama Share 27

Hurston-1 is a narrowband text-to-speech model that mimics real phone calls, offering diverse accents and natural speech patterns. It was built by Destined AI using contributions from over 250 people from the American South and across Africa.

Scientists rediscover how to make ancient Roman colour-changing glass

67 teleforce 2026-10-25 17:20:22 UTC theguardian.com Llama Share 10

Scientists from the University of Sheffield have successfully replicated a 1,600-year-old Roman glass masterpiece, the Lycurgus Cup, which changes color depending on lighting. The team used an ancient recipe to create nanoparticles of gold and silver that block certain colors when light passes through.

Show HN: ADRs for AI – Deliberation records for human–AI work, versioned in Git

66 lumbroso 2026-10-25 00:43:47 UTC adrs.systems Llama Share 58

The ADRs4AI method combines human and AI collaboration to create a record of decision-making processes, allowing for resumable work and compound thinking. It uses templates, seed questions, and AI recommendations to facilitate deliberative programming.

A few thoughts on intensity (2024)

65 andsoitis 2026-10-25 14:37:49 UTC tylerhogge.com Llama Share 50

The author believes intensity is the most important trait of a successful startup, citing observations and logic as reasons. They argue that intense effort and focus are necessary to overcome the high failure rate of startups and achieve large outcomes.

Virtual and Real World Combine at LAN Party (1998)

61 npunt 2026-10-25 00:07:19 UTC latimes.com Llama Share 13

The BeatDown, a monthly computer-game party in Costa Mesa, California, brings together hundreds of fans to play games and socialize for up to 72 hours straight. The event showcases the growing trend of local-area network (LAN) parties, where people gather in person to play games and connect with others online.

Sabre Wulf Remastered

60 adunk 2026-10-25 17:15:16 UTC gp-64.com Full Share 10

Downloads The finished game's tunes as SID files, to play in a SID player or VICE. Artwork Jon Eggelton (JonEgg) re-imagined the Sabre Wulf loading screen in 2017. He drew the remaster's title screen too.

Show HN: Farol – A risk map of a pull request for the person who approves it

60 ericholiveira 2026-10-25 13:28:06 UTC github.com/winnin Llama Share 43

Farol is a free, open-source tool that analyzes code changes and provides risk scores to help reviewers identify potential issues before merging. It works by analyzing the entire program from static analysis, not just individual files.

Europe's summer heat wave killed more han 50k people in urban areas

55 rbanffy 2026-10-25 22:02:33 UTC science.org Full Share 29

A Stackless Floodfill Automaton

55 andsoitis 2026-10-25 20:18:57 UTC t3x.org Llama Share 24

Floodfill is a recursive algorithm that fills a shape with a given color by trying four adjacent points and backtracking when no direction is available. The algorithm has linear O(n) complexity, where n is the number of pixels to fill.

APC says let there be light, with standards to speed up photonics manufacturing

48 rbanffy 2026-10-25 18:43:01 UTC nextplatform.com Llama Share 10

The Advanced Photonics Coalition sets standards for high-volume manufacturing of optical networking kit to address shortages and surging prices. The move aims to create an open and scalable photonics ecosystem, reducing reliance on proprietary solutions.

UTS #39: Unicode Security Mechanisms

48 robin_reala 2026-10-25 16:40:37 UTC unicode.org Llama Share 31

This document provides mechanisms to detect possible security problems in identifiers, such as URLs and email addresses, by restricting the use of certain Unicode characters. It specifies profiles for environments where security is an issue and provides a set of rules to identify visually confusable characters that could be used in spoofing attempts.

Regent's Ground-Effect Vehicle Reimagines Coastal Travel

48 rbanffy 2026-10-25 13:56:07 UTC spectrum.ieee.org Llama Share 45

Regent Craft's 16.8-meter-long Viceroy, an electric wing-in-ground-effect (WIG) craft, has successfully completed its maiden flight and is being tested for commercial production starting in 2027.

Gheist campaign plants secret-dumping workflows using stolen GitHub tokens

47 acossta 2026-10-25 19:10:36 UTC wiz.io Llama Share 1

Wiz Research has identified a new campaign, Gheist, exploiting compromised GitHub tokens to commit malicious workflows and download repository secrets. The campaign has been linked to other malware distribution and free compute campaigns, highlighting the threat of compromised credentials in the ecosystem.

Show HN: Glider 4.0 Unofficial Web Edition (Mac game port)

46 networked 2026-10-25 23:18:42 UTC dbohdan.github.io Full Share 16

A browser port of John Calhoun's 1991 Macintosh game, Glider 4.0, including the Room Editor.

How we made our MMDB files a 33% smaller

38 mmaia 2026-10-25 17:33:02 UTC ipinfo.io Llama Share 4

The MMDB file format has been optimized to reduce its size by up to 80% without changing the lookup results, using a technique called hash-consing. This optimization is now open-sourced under Apache 2.0 and can be applied to any MMDB files.

Fine-tuned Qwen on my 16gb GPU to respond without the letter e

31 k33wu 2026-10-25 18:00:04 UTC kevin-wu.ca Llama Share 21

A user fine-tuned a language model to generate text without the letter "e" and found that it was challenging, but they were able to improve the results using reinforcement learning. The model achieved a usable rate of around 6 in 10 after training for 300 steps with reinforcement learning.

Fuck Nuance (2015)

31 bariumbitmap 2026-10-25 17:26:08 UTC crookedtimber.org Llama Share 6

A colleague, Steve Vaisey, asked for a paper titled "Against Nuance" at the American Sociological Association Meetings. The author presented a paper with that title last week in Chicago after jokingly suggesting it earlier.

Tailworm – Tailscale Vulnerabilities

29 theanonymousone 2026-10-25 00:59:48 UTC tailworm.com Llama Share 21

The Tailscale and Headscale software have design flaws that create an environment ripe for risk, despite marketing security as its purpose. The researchers found vulnerabilities in the SSH server, network ACLs, cloud metadata access, internal LANs, Kubernetes cluster services TCP-forward to a unix socket without a guard present on the HTTP path.

Focused Company Operating Principles

25 mooreds 2026-10-25 20:16:51 UTC focused.io Llama Share 15

Our company operates based on principles that guide collaboration, problem-solving, and delivering exceptional outcomes for clients. We focus on building trust and influencing positive change through technical expertise and excellent service.

Learning to Be Me (1990) [pdf]

25 zahrevsky 2026-10-25 17:43:20 UTC gwern.net Llama Share 8

The narrator reflects on the existence of a small, dark jewel inside his skull that contains his consciousness and experiences life through its unique perspective. He struggles with the idea of switching to a new body after 28 years, fearing loss of control and identity.

Counting Sand Dunes in the Simpson Desert

17 bryanrasmussen 2026-10-25 23:18:18 UTC fromtheroad.ford.com Full Share 3

You don't have permission to access "http://www.fromtheroad.ford.com/img/en/articles/2026/simpson-desert-ranger-super-duty-counting-dunes" on this server.

Historical Telecommunications

17 jruohonen 2026-10-25 15:06:15 UTC retronetworking.org Llama Share 8

A group of individuals collaborate on a project to document and showcase historical telecommunications equipment, focusing on digital technology from the late 1960s to the late 1990s. They provide detailed information, images, and online platforms for enthusiasts to learn and interact with the equipment.

Attention people who think UB is fine

15 signa11 2026-10-25 02:50:32 UTC blog.habets.se Llama Share 33

The author demonstrates undefined behavior (UB) in C, showing how it can produce unexpected results, including writing a value to an address and crashing the program. The compiler does not detect UB as it cannot predict whether the code will be executed or not.

Show HN: CaseCite – Free RAG caselaw research and document analysis for lawyers

14 thomasunise 2026-10-25 20:47:26 UTC github.com/thomasunise Llama Share 2

CaseCite is a self-hosted legal research platform that allows users to upload documents, ask questions, and research cases & judges on their own infrastructure. The platform provides AI features for document analysis and drafting, with data stored only on the user's servers.

Bentley's Kyiv deadlership among the strongest, despite the war

14 nephihaha 2026-10-25 16:22:25 UTC autonext.co Full Share 30

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Jukebox-OS: Deterministic time-travel replay and ACID tool sandbox for AI agents

12 mariuscarlsson 2026-10-25 16:29:46 UTC github.com/socrates6969 Llama Share 0

The JUKEBOX system provides a runtime for AI agents with database-grade ACID transactions and deterministic replay, preventing runaway loops and costly errors. It intercepts side effects, allowing for safe rollback and retry of failed agent runs at zero cost.