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🏆 2026 Comparison Guide 171 Curated Resources Live Badge ↗

Top Curated Autonomous Agents & Creative AI

Step-by-step Action Trails and open-source demos exploring local LLMs and agentic coding.

Curated by @ai_curator · Updated October 2026
📊 Quick Table 📝 Detailed Breakdown

Quick Comparison & Community Ratings

Rank Website / Tool Type Domain Hub Score Actions
#1 Top Chinese Frontier AI Models Carry the Fingerprint of Export-Controlled NVIDIA Blackwell GPUs Interactive unemploymentlabs.com ▲ 10 Deep Dive Visit ↗
#2 AI Models Know What Women, Peace and Security Is. They Just Don't Bring It Up Unprompted. Interactive blog.cip.org ▲ 10 Deep Dive Visit ↗
#3 LibreAGI Interactive libreagi.com ▲ 10 Deep Dive Visit ↗
#4 Term Sheet, Please Interactive termsheetplease.com ▲ 10 Deep Dive Visit ↗
#5 EventSourcingDB 1.3.0 is Available Interactive eventfoundation.io ▲ 10 Deep Dive Visit ↗
#6 J Multimed Inf Syst: User Sentiments and Dynamics in the Decentralized Web: Reddit Migration’s Impact on Lemmy Interactive jmis.org ▲ 10 Deep Dive Visit ↗
#7 The AI ‘credit card’ is getting costlier as CoreWeave bond yield tops 16% Interactive cnbc.com ▲ 10 Deep Dive Visit ↗
#8 Children of Men: The Future Is a Mirror for the Present - Reactor Interactive reactormag.com ▲ 10 Deep Dive Visit ↗
#9 Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation Interactive arxiv.org ▲ 10 Deep Dive Visit ↗
#10 Outlook.com Is Quietly Rejecting Email From Domains Without DMARC | MailRoute Interactive mailroute.net ▲ 10 Deep Dive Visit ↗
#11 Drones built to look like birds evaded detection at Air Force tech exercise Interactive taskandpurpose.com ▲ 10 Deep Dive Visit ↗
#12 The End of AI Frontiers – Machine Learning (Theory) Interactive hunch.net ▲ 10 Deep Dive Visit ↗
#13 Optimising the Rail Cube Interactive owenlacey.dev ▲ 10 Deep Dive Visit ↗
#14 MS Paint Remote Code Execution Vulnerability Interactive cve.org ▲ 10 Deep Dive Visit ↗
#15 MCP Explained: how the Model Context Protocol works Interactive mcp-explained.com ▲ 10 Deep Dive Visit ↗
#16 Claude Artifact Interactive claude.ai ▲ 10 Deep Dive Visit ↗
#17 Fujifilm to boost tape production 5x as AI fuels archiving demand Interactive arstechnica.com ▲ 10 Deep Dive Visit ↗
#18 Jailbreaking my car's navigation system just so I can change the time | nns.ee Interactive blog.nns.ee ▲ 10 Deep Dive Visit ↗
#19 Shop fridges and freezers across Europe hit by fresh suspected cyber-attack Interactive theguardian.com ▲ 10 Deep Dive Visit ↗
#20 Anthropic's internal AI use is now worth more than employee pay, at the prices it charges customers Interactive businessinsider.com ▲ 10 Deep Dive Visit ↗
#21 New 3D thermal invisibility cloak makes objects disappear from infrared cameras | ScienceDaily Interactive sciencedaily.com ▲ 10 Deep Dive Visit ↗
#22 A/SIDE — Private photo sharing and encrypted messages Interactive a-side.social ▲ 10 Deep Dive Visit ↗
#23 ToolTea: 370+ Free Online Tools for PDF, Image, Video and More Interactive tooltea.com ▲ 9 Deep Dive Visit ↗
#24 Slavdom Unearthed: Marian Wawrzeniecki’s Neopagan Paintings (1891–1923) — The Public Domain Review Interactive publicdomainreview.org ▲ 9 Deep Dive Visit ↗
#25 What objective is reasoning solving? Interactive alexwang.ai ▲ 9 Deep Dive Visit ↗
#26 $30M Raised to Redo the CPU Interactive tendrils.co ▲ 9 Deep Dive Visit ↗
#27 Synaptics patent claims stop work on DisplayLink drivers Interactive lwn.net ▲ 9 Deep Dive Visit ↗
#28 Introducing Our Smallest, Most Efficient Model: Muse Ember Interactive research.meta.ai ▲ 9 Deep Dive Visit ↗
#29 Goldman Sachs Is Pulling Claude Code From Its Bankers and Traders | State of AI Interactive thestateofai.com ▲ 9 Deep Dive Visit ↗
#30 Ur-Nammu: Founder of the Sumerian Renaissance Interactive worldhistory.org ▲ 9 Deep Dive Visit ↗
#31 Agent memory needs its OpenTelemetry moment — LoreKit blog Interactive lorekit.io ▲ 9 Deep Dive Visit ↗
#32 AI is dramatically accelerating AI research right now Interactive planned-obsolescence.org ▲ 9 Deep Dive Visit ↗
#33 Changelog - Kagi Search Interactive kagi.com ▲ 9 Deep Dive Visit ↗
#34 The Stacks Project, formalized in Lean Interactive axiommath.ai ▲ 9 Deep Dive Visit ↗
#35 I wanted to write in my ebooks. So I built PageScribe. Interactive aspireai.kiranadimatyam.com ▲ 9 Deep Dive Visit ↗
#36 moonshotai/Kimi-K3.1-Pro · Hugging Face Interactive huggingface.co ▲ 9 Deep Dive Visit ↗
#37 HackerChurn: SaaS Tools Hacker News Wants to Leave Interactive hissingkitty.com ▲ 9 Deep Dive Visit ↗
#38 Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights Interactive rikiyat.github.io ▲ 9 Deep Dive Visit ↗
#39 C64 BASIC Dungeon Crawler: Stairs, Levels and Levelling Up (Part 11) Interactive retrogamecoders.com ▲ 9 Deep Dive Visit ↗
#40 Understanding email encryption Interactive fastmail.com ▲ 9 Deep Dive Visit ↗
#41 The AI cost of JavaScript frameworks Interactive nolanlawson.com ▲ 9 Deep Dive Visit ↗
#42 Breaking the Open Web Won’t Stop the Bad Bots Interactive techpolicy.press ▲ 9 Deep Dive Visit ↗
#43 Ex-Meta Researcher Torrented Pirated Books Dataset, Deleted It 'Due to All This Litigation' * TorrentFreak Interactive torrentfreak.com ▲ 9 Deep Dive Visit ↗
#44 Typewriter Interactive typewriter.foxipso.com ▲ 8 Deep Dive Visit ↗
#45 ...a question for Bear Blog: Are you dating? Interactive coreyblogs.com ▲ 8 Deep Dive Visit ↗
#46 Tiny València Interactive tinyvalencia.com ▲ 8 Deep Dive Visit ↗
#47 Foldable Flight: The Best Paper Airplanes in the World! Interactive foldableflight.com ▲ 8 Deep Dive Visit ↗
#48 The Web Is More Than Enough, by Paul Ford Interactive ftrain.com ▲ 8 Deep Dive Visit ↗
#49 A Message to Our Company Interactive nvidianews.nvidia.com ▲ 8 Deep Dive Visit ↗
#50 Anthropic IPO Valuation Talks Drop to $1.3 Trillion as Major Investors Balk at $1.5T Target Interactive epyhia.com ▲ 8 Deep Dive Visit ↗
#51 Lippitt-Knoster in Practice (Field Notes for Managing Complex Projects) Interactive sharedphysics.com ▲ 8 Deep Dive Visit ↗
#52 Closed AI models now dominate the price-performance frontier | Village Interactive village.dev ▲ 8 Deep Dive Visit ↗
#53 Building a Multi-Agent System from Scratch: Architecture Patterns Interactive kadhar.dev ▲ 8 Deep Dive Visit ↗
#54 PC Deal Check | A second opinion before you buy Interactive pcdealcheck.com ▲ 8 Deep Dive Visit ↗
#55 When AI Writes the Code, Who Proves It Works? - The Data Exchange Interactive thedataexchange.media ▲ 8 Deep Dive Visit ↗
#56 Defending the patch gap against automated attackers | The Mozilla Blog Interactive blog.mozilla.org ▲ 8 Deep Dive Visit ↗
#57 filiread — read along to classic books, free Interactive filiread.com ▲ 7 Deep Dive Visit ↗
#58 Decoding REXPaint Files in Odin Interactive tylerelton.com ▲ 7 Deep Dive Visit ↗
#59 Gemini Decisions API: Fast, calibrated multimodal decisions Interactive blog.google ▲ 7 Deep Dive Visit ↗
#60 Sand | Hyper-Realistic Sand Simulator in Your Browser Interactive av.github.io ▲ 7 Deep Dive Visit ↗
#61 Can a Linear Program Do Weight-Space Programming? Interactive nathan.rs ▲ 7 Deep Dive Visit ↗
#62 Fable 5.2 One-Shotted My Nephew Interactive notesbylex.com ▲ 7 Deep Dive Visit ↗
#63 I'm Not Convinced The AI Bubble Exists Interactive matteoraso.github.io ▲ 7 Deep Dive Visit ↗
#64 Google Acquires Crusoe’s Wyoming Data Center Site Interactive crusoe.ai ▲ 7 Deep Dive Visit ↗
#65 Firecracker VM Escape: PwnEscape Part 2. Interactive pwn.ai ▲ 7 Deep Dive Visit ↗
#66 After Action Report: Delta-Sperrlisten Interactive fischerflorian.net ▲ 7 Deep Dive Visit ↗
#67 Chess, but you can make the board bigger Interactive blog.willmeye.rs ▲ 7 Deep Dive Visit ↗
#68 Introducing Pangram Image 1.0 Interactive pangram.com ▲ 7 Deep Dive Visit ↗
#69 The Hackintosh Reborn... with AI Interactive naut.ca ▲ 7 Deep Dive Visit ↗
#70 Progress on provable inference for large language models Interactive anthropic.com ▲ 7 Deep Dive Visit ↗
#71 How I use AI (Oct 2026) Interactive ben.stolovitz.com ▲ 7 Deep Dive Visit ↗
#72 Bear turns 10, and it still feels like day one Interactive blog.bear.app ▲ 7 Deep Dive Visit ↗
#73 Parchment Paper History: How We Got Paper Perfect for Baking Interactive tedium.co ▲ 7 Deep Dive Visit ↗
#74 Domain hacks with unusual Unicode characters – Terence Eden’s Blog Interactive shkspr.mobi ▲ 7 Deep Dive Visit ↗
#75 "These tools have made it very easy for bad actors to flood things" - AI video game wikis riddled with errors are taking over, and pushing real fans to the side Interactive eurogamer.net ▲ 7 Deep Dive Visit ↗
#76 Surviving “The Graduate” Interactive newyorker.com ▲ 7 Deep Dive Visit ↗
#77 RAMBO: Leaking Secrets from Air-Gap Computers by Spelling Covert Radio Signals from Computer RAM Interactive arxiv.org ▲ 7 Deep Dive Visit ↗
#78 Appraisal by AI: Model-driven victim prioritization in the VOLTA infostealer Interactive blog.talosintelligence.com ▲ 7 Deep Dive Visit ↗
#79 The AI Question Interactive kangminsuk.com ▲ 6 Deep Dive Visit ↗
#80 Our software engineering interviews are changing (a little) Interactive blog.janestreet.com ▲ 6 Deep Dive Visit ↗
#81 Relax: Rust without the wait Interactive makepad.github.io ▲ 6 Deep Dive Visit ↗
#82 The Brave Search API now accepts agentic payments via the x402 protocol | Brave Interactive brave.com ▲ 6 Deep Dive Visit ↗
#83 The Learjet repo man - Salon.com Interactive salon.com ▲ 6 Deep Dive Visit ↗
#84 My AI Agents Found an Unmapped Maya Site Interactive pietromiotti.com ▲ 6 Deep Dive Visit ↗
#85 TIS-100 Bench: LLMs Push the Pareto Frontier in Programming Puzzle Games | Wincon Interactive tis-100.wincon.dev ▲ 6 Deep Dive Visit ↗
#86 Hooked on tuna: People have been harvesting these ocean predators for 44,000 years Interactive theconversation.com ▲ 6 Deep Dive Visit ↗
#87 Ghana Street Games — 3D Arcade Interactive ghanastreetgames.com ▲ 6 Deep Dive Visit ↗
#88 I Saw Your HN Comment Interactive joshstrange.com ▲ 6 Deep Dive Visit ↗
#89 What is malloc doing, anyway? Interactive benmandrew.com ▲ 6 Deep Dive Visit ↗
#90 CHIMERA Interactive chimera-vocal-synth.vercel.app ▲ 6 Deep Dive Visit ↗
#91 BenchUp — Free 3D Woodworking & Furniture Design App Interactive ketchup3d.github.io ▲ 6 Deep Dive Visit ↗
#92 Anatomy of Apple's Personal Knowledge Graph — Eighth Rank Interactive 8rank.ai ▲ 6 Deep Dive Visit ↗
#93 The AI Sell-Off Compared to Well-Known Stock Market Crashes: S&P 500 vs 1987, 2008 and Covid | Company Tracker Interactive kadoa.com ▲ 6 Deep Dive Visit ↗
#94 In October 2026, the Video Game Industry Went All-In on AI Interactive joshgriffiths.site ▲ 6 Deep Dive Visit ↗
#95 Seoul Viosys begins mass production of rare-earth-free white light emitter, with chips as small as 10µm Interactive semiconductor-today.com ▲ 6 Deep Dive Visit ↗
#96 Security Disclosure: Sunday November 1st | Trigger.dev Interactive trigger.dev ▲ 6 Deep Dive Visit ↗
#97 A Court Just Fined Lawyers for Prompt Injection Interactive jetstream.security ▲ 6 Deep Dive Visit ↗
#98 Do the Math: How We Took Over ChatGPT Accounts Interactive parameter.ai ▲ 6 Deep Dive Visit ↗
#99 Wonderchat: AI Customer Service Agent & Free Helpdesk Interactive wonderchat.io ▲ 5 Deep Dive Visit ↗
#100 AI is turning Apple’s app review process into a nightmare for developers Interactive synthanatomy.com ▲ 5 Deep Dive Visit ↗
#101 United Airlines bans AI agents from booking flights on behalf of travelers Interactive cbsnews.com ▲ 5 Deep Dive Visit ↗
#102 Formalizing CPython Interactive broyojo.com ▲ 5 Deep Dive Visit ↗
#103 When will this stop? The Raspberry Pi 5 16GB SBC now sells for $385 - CNX Software Interactive cnx-software.com ▲ 5 Deep Dive Visit ↗
#104 Nyquist Limit - the frequency of changes in tech is invalidating our understanding :: Ryan Prior — dot com Interactive ryanprior.com ▲ 5 Deep Dive Visit ↗
#105 OpenAI Just Raised $11 Billion at a $1.25 Trillion Valuation, Below the $1.4 Trillion It First Sought Interactive 247wallst.com ▲ 5 Deep Dive Visit ↗
#106 AI Almost Made Me Quit Writing Interactive joshgriffiths.site ▲ 5 Deep Dive Visit ↗
#107 8088 Domination Post-Mortem, Part 1 Interactive trixter.oldskool.org ▲ 5 Deep Dive Visit ↗
#108 Inside GitHub's new Git storage architecture Interactive github.blog ▲ 5 Deep Dive Visit ↗
#109 LLM Judges for Identity Resolution at 4x Lower Cost | Hightouch Interactive hightouch.com ▲ 5 Deep Dive Visit ↗
#110 ...his first Bear Blog hate mail. Interactive coreyblogs.com ▲ 5 Deep Dive Visit ↗
#111 September in Servo: <progress>, rounded rectangles, and more! - Servo aims to empower developers with a lightweight, high-performance alternative for embeddi Interactive servo.org ▲ 5 Deep Dive Visit ↗
#112 Recursive Self-Improvement via AI for Chip Design & Chip Design for AI - Ricursive Intelligence Interactive ricursive.com ▲ 5 Deep Dive Visit ↗
#113 Linux on the Nvidia RTX Spark Laptop: What Actually Works Interactive mindstudio.ai ▲ 5 Deep Dive Visit ↗
#114 How We're Training a Figma-Fluent Editing Model | Figma Blog Interactive figma.com ▲ 5 Deep Dive Visit ↗
#115 C++26 DIS failed, how does C++ survive? Interactive andreasfertig.com ▲ 5 Deep Dive Visit ↗
#116 Study estimates 75% of NFL players who died over 15-year span had CTE Interactive nbcnews.com ▲ 5 Deep Dive Visit ↗
#117 NASA's Swift telescope predicted to plummet back to Earth tomorrow Interactive abc.net.au ▲ 5 Deep Dive Visit ↗
#118 AI Testing Platform: 117k Bugs Caught | Momentic Interactive momentic.ai ▲ 5 Deep Dive Visit ↗
#119 Mathematics has changed. Let’s act like it Interactive terrytao.wordpress.com ▲ 5 Deep Dive Visit ↗
#120 Robert Haas: Postgres 19 is late, and it's AI's fault Interactive rhaas.blogspot.com ▲ 5 Deep Dive Visit ↗
#121 LLM OCR Pricing Calculator (2026): Cost per Document | OCR Bench Interactive ocrbench.app ▲ 5 Deep Dive Visit ↗
#122 RocketGit Interactive rocketgit.com ▲ 4 Deep Dive Visit ↗
#123 Your Coucou | If Something's Wrong, Someone Should Know. Interactive yourcoucou.com ▲ 4 Deep Dive Visit ↗
#124 CTRL — Technical assessments built around real work Interactive ctr-l.studio ▲ 4 Deep Dive Visit ↗
#125 Muzegen.ai | Générateur de musique IA gratuit et plateforme de création de chansons par IA Interactive muzegen.ai ▲ 4 Deep Dive Visit ↗
#126 Edge0-145B: Open-Source On-Device AI with 145B Parameters Interactive edge0.ai ▲ 4 Deep Dive Visit ↗
#127 Your AI Red Lines Interactive yourairedlines.com ▲ 4 Deep Dive Visit ↗
#128 Lean Grimoire Interactive terrytao.wordpress.com ▲ 4 Deep Dive Visit ↗
#129 Apple has new Mac app coming to make running local AI models easy - 9to5Mac Interactive 9to5mac.com ▲ 4 Deep Dive Visit ↗
#130 Atuin Threads: All your agent sessions on every machine Interactive blog.atuin.sh ▲ 4 Deep Dive Visit ↗
#131 AI usage generates a fragile codebase Interactive evanxmerz.com ▲ 4 Deep Dive Visit ↗
#132 After 7-months, Glasswing Overwelms Maintainers with Underwhelming Findings Interactive vulncheck.com ▲ 4 Deep Dive Visit ↗
#133 Introducing Claude Fable 5.2 and Claude Mythos 5.2 Interactive anthropic.com ▲ 4 Deep Dive Visit ↗
#134 Magenta solar panels may be agrivoltaics’ cleverest trick yet Interactive anthropocenemagazine.org ▲ 4 Deep Dive Visit ↗
#135 Quadrillion-parameter transformers and how to train them – Q Interactive qlabs.sh ▲ 4 Deep Dive Visit ↗
#136 I’m not a fan of Deno’s security model | max’s place Interactive goldstein.lol ▲ 4 Deep Dive Visit ↗
#137 Introducing MaxxBench: Benchmarking Task Adaptation and Generalization in Frontier Coding Agents | MaxxBench Interactive maxxbench.unlap.ai ▲ 4 Deep Dive Visit ↗
#138 Thirteen years ago I failed at their dream Interactive blog.ammonite.me ▲ 4 Deep Dive Visit ↗
#139 ERNIE 5.5 Flash Base · ERNIE Interactive ernie.baidu.com ▲ 4 Deep Dive Visit ↗
#140 Science Fiction Predictions of AI Interactive jamesyu.org ▲ 4 Deep Dive Visit ↗
#141 Introducing Inkling 2 Small Interactive thinkingmachines.ai ▲ 4 Deep Dive Visit ↗
#142 Cloud AI 100 Ultra | High Performance AI Inference | Qualcomm Interactive qualcomm.com ▲ 4 Deep Dive Visit ↗
#143 There is no posttraining data commons Interactive openathena.ai ▲ 4 Deep Dive Visit ↗
#144 Rooting an Echo Plus 2 with AI Interactive blog.tripton.dev ▲ 4 Deep Dive Visit ↗
#145 Ubuntu LTS kernels still unfixed for critical CVE-2026-98432 Interactive freenode.net ▲ 4 Deep Dive Visit ↗
#146 The U.S. Census Bureau and “Super Intelligence” Interactive simonwillison.net ▲ 4 Deep Dive Visit ↗
#147 Introducing LongCat-2.5 Interactive longcat.ai ▲ 4 Deep Dive Visit ↗
#148 One Literary Giant Is Rarely Associated With His Homeland. Make No Mistake: He’s the Most Influential American Writer of All. Interactive slate.com ▲ 4 Deep Dive Visit ↗
#149 Domain (James Herbert) Interactive habitualmood.com ▲ 4 Deep Dive Visit ↗
#150 Anthropic Model Context Protocol (MCP) Specification Deep Guide modelcontextprotocol.io ▲ 4 Deep Dive Visit ↗
#151 Where Were They Now? Interactive whereweretheynow.blogspot.com ▲ 4 Deep Dive Visit ↗
#152 Felix Ringe Interactive felixringe.com ▲ 4 Deep Dive Visit ↗
#153 WOKE feminist EXPOSES left-wing anti-meme (NOT CLICKBAIT) Interactive jenn.site ▲ 3 Deep Dive Visit ↗
#154 93% of Paint Splatters are Valid Perl Programs | Colin McMillen Interactive mcmillen.dev ▲ 3 Deep Dive Visit ↗
#155 Amazon saves millions by replacing Sonnet 4.6 with Strands Decider Interactive strandsagents.com ▲ 3 Deep Dive Visit ↗
#156 Canada launches the Real-Time Rail, bringing 24/7 payment infrastructure to the national economy | Payments Canada Interactive payments.ca ▲ 3 Deep Dive Visit ↗
#157 Training a Text-to-Image Model for $21K Interactive linum.ai ▲ 3 Deep Dive Visit ↗
#158 Tencent Hy Interactive hy.tencent.ai ▲ 3 Deep Dive Visit ↗
#159 GPT-Rosalind-6 System Card Addendum - OpenAI Deployment Safety Hub Interactive deploymentsafety.openai.com ▲ 3 Deep Dive Visit ↗
#160 OccupySaaS — They laid us off. We Interactive occupysaas.com ▲ 3 Deep Dive Visit ↗
#161 Patrick Stewart taught us what good men do with power Interactive vox.com ▲ 3 Deep Dive Visit ↗
#162 Zinc creep in the cable spelter sockets brought down the 57 year old Arecibo telescope in 2020, a failure sequence that began with Hurricane Maria three years e Interactive maketecheasier.com ▲ 3 Deep Dive Visit ↗
#163 Let’s Build a Brain Interactive aatishb.com ▲ 3 Deep Dive Visit ↗
#164 3Blue1Brown: Visualizing Neural Networks & Deep Learning Math Video youtube.com ▲ 3 Deep Dive Visit ↗
#165 Safe Systems, not school shaming Interactive finnk.ca ▲ 3 Deep Dive Visit ↗
#166 Ollama — Run Llama 3 & DeepSeek Locally Interactive ollama.com ▲ 2 Deep Dive Visit ↗
#167 Hugging Face Spaces & Open Weight Leaderboards Free Tool huggingface.co ▲ 2 Deep Dive Visit ↗
#168 YSK Molly(Signal fork) has not been updated since 3 months and is vulnerable to attacks fixed in mainline Signal Interactive piefed.world ▲ 2 Deep Dive Visit ↗
#169 Tiramisu Fridge AI — Make the Viral Fridge POV Tiramisu Video Interactive tiramisufridgeai.com ▲ 0 Deep Dive Visit ↗
#170 Models made with KerfScript Interactive kerfscript.mylasertools.com ▲ 0 Deep Dive Visit ↗
#171 Enclyra — Offline AI for your Mac Interactive enclyralabs.com ▲ 0 Deep Dive Visit ↗

In-Depth Editorial Reviews & Community Notes

Top Chinese Frontier AI Models Carry the Fingerprint of Export-Controlled NVIDIA Blackwell GPUs
▲ 10 Upvotes /domain/unemploymentlabs.com
RANK #1 Interactive

Top Chinese Frontier AI Models Carry the Fingerprint of Export-Controlled NVIDIA Blackwell GPUs

Our forensic analysis of publicly released AI models finds evidence that DeepSeek, Moonshot AI, MiniMax and Ant Group have gained access to NVIDIA’s Blackwell GPUs, despite restrictions on exporting these chips to China, and are using that hardware to create t

“Our forensic analysis of publicly released AI models finds evidence that DeepSeek, Moonshot AI, MiniMax and Ant Group have gained access to NVIDIA’s Blackwell GPUs, despite restrictions on exporting these chips to China,”
View Discussion & Trails → Direct Link ↗
AI Models Know What Women, Peace and Security Is. They Just Don't Bring It Up Unprompted.
▲ 10 Upvotes /domain/blog.cip.org
RANK #2 Interactive

AI Models Know What Women, Peace and Security Is. They Just Don't Bring It Up Unprompted.

Comments

View Discussion & Trails → Direct Link ↗
LibreAGI
▲ 10 Upvotes /domain/libreagi.com
RANK #3 Interactive

LibreAGI

A private BitTorrent tracker where members keep copies of the open models most likely to disappear.

“A private BitTorrent tracker where members keep copies of the open models most likely to disappear.”
View Discussion & Trails → Direct Link ↗
Term Sheet, Please
▲ 10 Upvotes /domain/termsheetplease.com
RANK #4 Interactive

Term Sheet, Please

YC founders are raising a round. Inspect the financials, question the records, and decide who gets funded.

“YC founders are raising a round. Inspect the financials, question the records, and decide who gets funded.”
View Discussion & Trails → Direct Link ↗
EventSourcingDB 1.3.0 is Available
▲ 10 Upvotes /domain/eventfoundation.io
RANK #5 Interactive

EventSourcingDB 1.3.0 is Available

EventSourcingDB 1.3.0 is out, and it is faster and more stable than any version before it. Writing and EventQL queries are considerably faster, reading is faster as well, every request is bounded in time, and more than sixty fixes went in. Next to all that, it

“EventSourcingDB 1.3.0 is out, and it is faster and more stable than any version before it. Writing and EventQL queries are considerably faster, reading is faster as well, every request is bounded in time, and more than s”
View Discussion & Trails → Direct Link ↗
J Multimed Inf Syst: User Sentiments and Dynamics in the Decentralized Web: Reddit Migration’s Impact on Lemmy
▲ 10 Upvotes /domain/jmis.org
RANK #6 Interactive

J Multimed Inf Syst: User Sentiments and Dynamics in the Decentralized Web: Reddit Migration’s Impact on Lemmy

Decentralized alternatives like Mastodon and Lemmy are gaining popularity in response to growing complaints about centralized social media platforms such as Twitter and Reddit, which frequently prioritize business interests over user experience. This study emp

“Decentralized alternatives like Mastodon and Lemmy are gaining popularity in response to growing complaints about centralized social media platforms such as Twitter and Reddit, which frequently prioritize business intere”
View Discussion & Trails → Direct Link ↗
The AI ‘credit card’ is getting costlier as CoreWeave bond yield tops 16%
▲ 10 Upvotes /domain/cnbc.com
RANK #7 Interactive

The AI ‘credit card’ is getting costlier as CoreWeave bond yield tops 16%

Coreweave's steep yields reflect stress in the AI debt markets as investors worry about a data center slowdown. What comes next.

“Coreweave's steep yields reflect stress in the AI debt markets as investors worry about a data center slowdown. What comes next.”
View Discussion & Trails → Direct Link ↗
Children of Men: The Future Is a Mirror for the Present - Reactor
▲ 10 Upvotes /domain/reactormag.com
RANK #8 Interactive

Children of Men: The Future Is a Mirror for the Present - Reactor

Don't look away: this remains one of the absolute best sci fi movies of the 21st century.

“Don't look away: this remains one of the absolute best sci fi movies of the 21st century.”
View Discussion & Trails → Direct Link ↗
Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation
▲ 10 Upvotes /domain/arxiv.org
RANK #9 Interactive

Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation

Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant computational workload. However, DLMs degrade quickly with fewer sampling steps, proc

“Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant computational workload. However, DLMs degrade”
View Discussion & Trails → Direct Link ↗
Outlook.com Is Quietly Rejecting Email From Domains Without DMARC | MailRoute
▲ 10 Upvotes /domain/mailroute.net
RANK #10 Interactive

Outlook.com Is Quietly Rejecting Email From Domains Without DMARC | MailRoute

Since November 5, Outlook.com and Hotmail have been bouncing mail from domains with no DMARC record, small senders included. What changed, and the one-record fix.

“Since November 5, Outlook.com and Hotmail have been bouncing mail from domains with no DMARC record, small senders included. What changed, and the one-record fix.”
View Discussion & Trails → Direct Link ↗
Drones built to look like birds evaded detection at Air Force tech exercise
▲ 10 Upvotes /domain/taskandpurpose.com
RANK #11 Interactive

Drones built to look like birds evaded detection at Air Force tech exercise

The drones built by U.S.-based Ornadyne are designed to look like birds you might see flying in any region of the world.

“The drones built by U.S.-based Ornadyne are designed to look like birds you might see flying in any region of the world.”
View Discussion & Trails → Direct Link ↗
The End of AI Frontiers – Machine Learning (Theory)
▲ 10 Upvotes /domain/hunch.net
RANK #12 Interactive

The End of AI Frontiers – Machine Learning (Theory)

Comments

View Discussion & Trails → Direct Link ↗
Optimising the Rail Cube
▲ 10 Upvotes /domain/owenlacey.dev
RANK #13 Interactive

Optimising the Rail Cube

Comments

View Discussion & Trails → Direct Link ↗
MS Paint Remote Code Execution Vulnerability
▲ 10 Upvotes /domain/cve.org
RANK #14 Interactive

MS Paint Remote Code Execution Vulnerability

Comments

View Discussion & Trails → Direct Link ↗
MCP Explained: how the Model Context Protocol works
▲ 10 Upvotes /domain/mcp-explained.com
RANK #15 Interactive

MCP Explained: how the Model Context Protocol works

Every MCP message on the wire, step by step. Transports, auth, tools, sampling, tasks, tool search and codemode. By Runlayer.

“Every MCP message on the wire, step by step. Transports, auth, tools, sampling, tasks, tool search and codemode. By Runlayer.”
View Discussion & Trails → Direct Link ↗
Claude Artifact
▲ 10 Upvotes /domain/claude.ai
RANK #16 Interactive

Claude Artifact

Try out Artifacts created by Claude users

“Try out Artifacts created by Claude users”
View Discussion & Trails → Direct Link ↗
Fujifilm to boost tape production 5x as AI fuels archiving demand
▲ 10 Upvotes /domain/arstechnica.com
RANK #17 Interactive

Fujifilm to boost tape production 5x as AI fuels archiving demand

Low costs and offline security mean magnetic tape still has a job.

“Low costs and offline security mean magnetic tape still has a job.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Fujifilm to boost tape production 5x as AI fuels archiving demand on arstechnica.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Jailbreaking my car's navigation system just so I can change the time | nns.ee
▲ 10 Upvotes /domain/blog.nns.ee
RANK #18 Interactive

Jailbreaking my car's navigation system just so I can change the time | nns.ee

Comments

💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Jailbreaking my car's navigation system just so I can change the time | nns.ee on blog.nns.ee provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Shop fridges and freezers across Europe hit by fresh suspected cyber-attack
▲ 10 Upvotes /domain/theguardian.com
RANK #19 Interactive

Shop fridges and freezers across Europe hit by fresh suspected cyber-attack

Chains in seven countries say cooling unit temperatures rose overnight in incident similar to hack of French stores

“Chains in seven countries say cooling unit temperatures rose overnight in incident similar to hack of French stores”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Shop fridges and freezers across Europe hit by fresh suspected cyber-attack on theguardian.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Anthropic's internal AI use is now worth more than employee pay, at the prices it charges customers
▲ 10 Upvotes /domain/businessinsider.com
RANK #20 Interactive

Anthropic's internal AI use is now worth more than employee pay, at the prices it charges customers

Anthropic's IPO filing reveals a striking milestone: Its internal AI usage is now valued above employee compensation.

“Anthropic's IPO filing reveals a striking milestone: Its internal AI usage is now valued above employee compensation.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Anthropic's internal AI use is now worth more than employee pay, at the prices it charges customers on businessinsider.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
New 3D thermal invisibility cloak makes objects disappear from infrared cameras | ScienceDaily
▲ 10 Upvotes /domain/sciencedaily.com
RANK #21 Interactive

New 3D thermal invisibility cloak makes objects disappear from infrared cameras | ScienceDaily

Researchers have developed a groundbreaking 3D invisibility cloak that can hide complex objects from infrared cameras while protecting them from extreme heat and cold. Instead of blocking heat, the device guides it around an object, making the object appear in

“Researchers have developed a groundbreaking 3D invisibility cloak that can hide complex objects from infrared cameras while protecting them from extreme heat and cold. Instead of blocking heat, the device guides it aroun”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. New 3D thermal invisibility cloak makes objects disappear from infrared cameras | ScienceDaily on sciencedaily.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
A/SIDE — Private photo sharing and encrypted messages
▲ 10 Upvotes /domain/a-side.social
RANK #22 Interactive

A/SIDE — Private photo sharing and encrypted messages

Share photos, videos and everyday updates with people you know. A chronological feed, encrypted chats, no ads and no AI in the app.

“Share photos, videos and everyday updates with people you know. A chronological feed, encrypted chats, no ads and no AI in the app.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. A/SIDE — Private photo sharing and encrypted messages on a-side.social provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
ToolTea: 370+ Free Online Tools for PDF, Image, Video and More
▲ 9 Upvotes /domain/tooltea.com
RANK #23 Interactive

ToolTea: 370+ Free Online Tools for PDF, Image, Video and More

ToolTea processes files in your browser. 100% free: no signup, no upload, no watermark, no paid plan. What people search for most. Every category has its full list in the tabs above.

“What people search for most. Every category has its full list in the tabs above.”
View Discussion & Trails → Direct Link ↗
Slavdom Unearthed: Marian Wawrzeniecki’s Neopagan Paintings (1891–1923) — The Public Domain Review
▲ 9 Upvotes /domain/publicdomainreview.org
RANK #24 Interactive

Slavdom Unearthed: Marian Wawrzeniecki’s Neopagan Paintings (1891–1923) — The Public Domain Review

Comments

View Discussion & Trails → Direct Link ↗
What objective is reasoning solving?
▲ 9 Upvotes /domain/alexwang.ai
RANK #25 Interactive

What objective is reasoning solving?

Reasoning as pathfinding in token space.

“Reasoning as pathfinding in token space.”
View Discussion & Trails → Direct Link ↗
$30M Raised to Redo the CPU
▲ 9 Upvotes /domain/tendrils.co
RANK #26 Interactive

$30M Raised to Redo the CPU

Comments

View Discussion & Trails → Direct Link ↗
Synaptics patent claims stop work on DisplayLink drivers
▲ 9 Upvotes /domain/lwn.net
RANK #27 Interactive

Synaptics patent claims stop work on DisplayLink drivers

Mike Lothian owns a docking station (or dock) that uses a DisplayLink chipset that had, at leas [...]

“Mike Lothian owns a docking station (or dock) that uses a DisplayLink chipset that had, at leas [...]”
View Discussion & Trails → Direct Link ↗
Introducing Our Smallest, Most Efficient Model: Muse Ember
▲ 9 Upvotes /domain/research.meta.ai
RANK #28 Interactive

Introducing Our Smallest, Most Efficient Model: Muse Ember

Muse Ember is our smallest and most efficient model, designed for complex reasoning execution and the work agents repeat all day.

“Muse Ember is our smallest and most efficient model, designed for complex reasoning execution and the work agents repeat all day.”
View Discussion & Trails → Direct Link ↗
Goldman Sachs Is Pulling Claude Code From Its Bankers and Traders | State of AI
▲ 9 Upvotes /domain/thestateofai.com
RANK #29 Interactive

Goldman Sachs Is Pulling Claude Code From Its Bankers and Traders | State of AI

In July, Goldman

View Discussion & Trails → Direct Link ↗
Ur-Nammu: Founder of the Sumerian Renaissance
▲ 9 Upvotes /domain/worldhistory.org
RANK #30 Interactive

Ur-Nammu: Founder of the Sumerian Renaissance

Ur-Nammu (circa 2112-2094 BCE) was the founder of the Third Dynasty of Ur in Sumer, who initiated the so-called Ur III period (circa 2112 to circa 2004 BCE), also known as the Sumerian Renaissance...

“Ur-Nammu (circa 2112-2094 BCE) was the founder of the Third Dynasty of Ur in Sumer, who initiated the so-called Ur III period (circa 2112 to circa 2004 BCE), also known as the Sumerian Renaissance...”
View Discussion & Trails → Direct Link ↗
Agent memory needs its OpenTelemetry moment — LoreKit blog
▲ 9 Upvotes /domain/lorekit.io
RANK #31 Interactive

Agent memory needs its OpenTelemetry moment — LoreKit blog

Every agent tool stores memory in its own shape, and every week someone builds another one. None of them can read the others. Observability had the same problem until OpenTelemetry gave everyone one data model to share. A tour of today's memory formats, the pr

“Every agent tool stores memory in its own shape, and every week someone builds another one. None of them can read the others. Observability had the same problem until OpenTelemetry gave everyone one data model to share. ”
View Discussion & Trails → Direct Link ↗
AI is dramatically accelerating AI research right now
▲ 9 Upvotes /domain/planned-obsolescence.org
RANK #32 Interactive

AI is dramatically accelerating AI research right now

Comments

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Changelog - Kagi Search
▲ 9 Upvotes /domain/kagi.com
RANK #33 Interactive

Changelog - Kagi Search

Better search results with no ads. Welcome to Kagi (pronounced kah-gee), a paid search engine that gives power back to the user.

“Better search results with no ads. Welcome to Kagi (pronounced kah-gee), a paid search engine that gives power back to the user.”
View Discussion & Trails → Direct Link ↗
The Stacks Project, formalized in Lean
▲ 9 Upvotes /domain/axiommath.ai
RANK #34 Interactive

The Stacks Project, formalized in Lean

A unified library for modern algebraic geometry, built on decades of human scholarship and engineered for the next era of mathematical discovery.

“A unified library for modern algebraic geometry, built on decades of human scholarship and engineered for the next era of mathematical discovery.”
View Discussion & Trails → Direct Link ↗
I wanted to write in my ebooks. So I built PageScribe.
▲ 9 Upvotes /domain/aspireai.kiranadimatyam.com
RANK #35 Interactive

I wanted to write in my ebooks. So I built PageScribe.

A pen for thoughts, a finger for text, and optional offline pronunciation—two open-source KOReader plugins shaped by everyday reading.

“A pen for thoughts, a finger for text, and optional offline pronunciation—two open-source KOReader plugins shaped by everyday reading.”
View Discussion & Trails → Direct Link ↗
moonshotai/Kimi-K3.1-Pro · Hugging Face
▲ 9 Upvotes /domain/huggingface.co
RANK #36 Interactive

moonshotai/Kimi-K3.1-Pro · Hugging Face

Image-Text-to-Text model with 2.8T parameters. Download, explore files and run it on Hugging Face.

“Image-Text-to-Text model with 2.8T parameters. Download, explore files and run it on Hugging Face.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. moonshotai/Kimi-K3.1-Pro · Hugging Face on huggingface.co provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
HackerChurn: SaaS Tools Hacker News Wants to Leave
▲ 9 Upvotes /domain/hissingkitty.com
RANK #37 Interactive

HackerChurn: SaaS Tools Hacker News Wants to Leave

Every business tool Hacker News complains about, ranked by count, with what commenters say they replaced it with. Counts from public HN comments.

“Every business tool Hacker News complains about, ranked by count, with what commenters say they replaced it with. Counts from public HN comments.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. HackerChurn: SaaS Tools Hacker News Wants to Leave on hissingkitty.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights
▲ 9 Upvotes /domain/rikiyat.github.io
RANK #38 Interactive

Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights

We find that frontier LLMs are surprisingly good at natively reading and writing neural network weights, well past what we’d expect from humans or conventional algorithms.

“We find that frontier LLMs are surprisingly good at natively reading and writing neural network weights, well past what we’d expect from humans or conventional algorithms.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights on rikiyat.github.io provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
C64 BASIC Dungeon Crawler: Stairs, Levels and Levelling Up (Part 11)
▲ 9 Upvotes /domain/retrogamecoders.com
RANK #39 Interactive

C64 BASIC Dungeon Crawler: Stairs, Levels and Levelling Up (Part 11)

Adding new levels and a feeling of progress to our C64 BASIC Dungeon game

“Adding new levels and a feeling of progress to our C64 BASIC Dungeon game”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. C64 BASIC Dungeon Crawler: Stairs, Levels and Levelling Up (Part 11) on retrogamecoders.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Understanding email encryption
▲ 9 Upvotes /domain/fastmail.com
RANK #40 Interactive

Understanding email encryption

A comprehensive overview of how email is encrypted, the benefits, and the trade-offs.

“A comprehensive overview of how email is encrypted, the benefits, and the trade-offs.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Understanding email encryption on fastmail.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
The AI cost of JavaScript frameworks
▲ 9 Upvotes /domain/nolanlawson.com
RANK #41 Interactive

The AI cost of JavaScript frameworks

One of my pet peeves with the web development community is that so many of the decisions we make are vibes-based. Frameworks are “blazing fast,” tools will…

“One of my pet peeves with the web development community is that so many of the decisions we make are vibes-based. Frameworks are “blazing fast,” tools will…”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. The AI cost of JavaScript frameworks on nolanlawson.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Breaking the Open Web Won’t Stop the Bad Bots
▲ 9 Upvotes /domain/techpolicy.press
RANK #42 Interactive

Breaking the Open Web Won’t Stop the Bad Bots

Policymakers should resist treating anonymity as something wrong in and of itself, argue Lila Bailey and Tess Vartanian.

“Policymakers should resist treating anonymity as something wrong in and of itself, argue Lila Bailey and Tess Vartanian.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Breaking the Open Web Won’t Stop the Bad Bots on techpolicy.press provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Ex-Meta Researcher Torrented Pirated Books Dataset, Deleted It 'Due to All This Litigation' * TorrentFreak
▲ 9 Upvotes /domain/torrentfreak.com
RANK #43 Interactive

Ex-Meta Researcher Torrented Pirated Books Dataset, Deleted It 'Due to All This Litigation' * TorrentFreak

A former Meta researcher has testified that he downloaded an AI training dataset which includes the pirated Books3 collection, via BitTorrent.

“A former Meta researcher has testified that he downloaded an AI training dataset which includes the pirated Books3 collection, via BitTorrent.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Ex-Meta Researcher Torrented Pirated Books Dataset, Deleted It 'Due to All This Litigation' * TorrentFreak on torrentfreak.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Typewriter
▲ 8 Upvotes /domain/typewriter.foxipso.com
RANK #44 Interactive

Typewriter

It faithfully simulates the physics of a 1926 hammer-style typewritter, a 1972 correcting IBM Selectric II, and a 1980 IBM DisplayWriter. You can even print out the documents to hand to your coworkers. Comments URL: https://news.ycombinator.com/item?id=50479544 Points: 1 # Comments: 0

“It faithfully simulates the physics of a 1926 hammer-style typewritter, a 1972 correcting IBM Selectric II, and a 1980 IBM DisplayWriter. You can even print out the documents to hand to your coworkers. Comments URL: http”
View Discussion & Trails → Direct Link ↗
...a question for Bear Blog: Are you dating?
▲ 8 Upvotes /domain/coreyblogs.com
RANK #45 Interactive

...a question for Bear Blog: Are you dating?

My friend Terence went on a first date last week. When we debriefed over text afterward, he said he wasn't planning on seeing the guy again, but...

“My friend Terence went on a first date last week. When we debriefed over text afterward, he said he wasn't planning on seeing the guy again, but...”
View Discussion & Trails → Direct Link ↗
Tiny València
▲ 8 Upvotes /domain/tinyvalencia.com
RANK #46 Interactive

Tiny València

An isometric pixel-art map of València, painted block by block.

“An isometric pixel-art map of València, painted block by block.”
View Discussion & Trails → Direct Link ↗
Foldable Flight: The Best Paper Airplanes in the World!
▲ 8 Upvotes /domain/foldableflight.com
RANK #47 Interactive

Foldable Flight: The Best Paper Airplanes in the World!

The world

View Discussion & Trails → Direct Link ↗
The Web Is More Than Enough, by Paul Ford
▲ 8 Upvotes /domain/ftrain.com
RANK #48 Interactive

The Web Is More Than Enough, by Paul Ford

Web browsers enable incredibly rich app development—and that’s radically easier than it used to be.

“Web browsers enable incredibly rich app development—and that’s radically easier than it used to be.”
View Discussion & Trails → Direct Link ↗
A Message to Our Company
▲ 8 Upvotes /domain/nvidianews.nvidia.com
RANK #49 Interactive

A Message to Our Company

I owe my family and all of you an apology. I was unfaithful to my wife. My actions hurt her and our children. There is no excuse for what I did. I am deeply sorry. Throughout my life, my ...

“I owe my family and all of you an apology. I was unfaithful to my wife. My actions hurt her and our children. There is no excuse for what I did. I am deeply sorry. Throughout my life, my ...”
View Discussion & Trails → Direct Link ↗
Anthropic IPO Valuation Talks Drop to $1.3 Trillion as Major Investors Balk at $1.5T Target
▲ 8 Upvotes /domain/epyhia.com
RANK #50 Interactive

Anthropic IPO Valuation Talks Drop to $1.3 Trillion as Major Investors Balk at $1.5T Target

Anthropic's planned initial public offering — which could be the first for a frontier AI model developer — is being repriced in real time. Prospective investors are now discussing a valuation of $1.2…

“Anthropic's planned initial public offering — which could be the first for a frontier AI model developer — is being repriced in real time. Prospective investors are now discussing a valuation of $1.2…”
View Discussion & Trails → Direct Link ↗
Lippitt-Knoster in Practice (Field Notes for Managing Complex Projects)
▲ 8 Upvotes /domain/sharedphysics.com
RANK #51 Interactive

Lippitt-Knoster in Practice (Field Notes for Managing Complex Projects)

"Lippitt-Knoster" is one of those things where if you've worked with me during the last 10 years, you've likely heard me mention it. You might even be reading this because I needed somewhere to point you. In which case, Hi! 👋 The Lippitt-Knoster Model for Mana

“"Lippitt-Knoster" is one of those things where if you've worked with me during the last 10 years, you've likely heard me mention it. You might even be reading this because I needed somewhere to point you. In which case, ”
View Discussion & Trails → Direct Link ↗
Closed AI models now dominate the price-performance frontier | Village
▲ 8 Upvotes /domain/village.dev
RANK #52 Interactive

Closed AI models now dominate the price-performance frontier | Village

At almost every budget, the best AI model you can buy is closed. An open-weight model wins at just 3% of price points, down from 41% in June.

“At almost every budget, the best AI model you can buy is closed. An open-weight model wins at just 3% of price points, down from 41% in June.”
View Discussion & Trails → Direct Link ↗
Building a Multi-Agent System from Scratch: Architecture Patterns
▲ 8 Upvotes /domain/kadhar.dev
RANK #53 Interactive

Building a Multi-Agent System from Scratch: Architecture Patterns

Orchestrator-worker, blackboard, and pipeline patterns for coordinating multiple AI agents — with the failure modes that only show up once you go past a single-agent demo.

“Orchestrator-worker, blackboard, and pipeline patterns for coordinating multiple AI agents — with the failure modes that only show up once you go past a single-agent demo.”
View Discussion & Trails → Direct Link ↗
PC Deal Check | A second opinion before you buy
▲ 8 Upvotes /domain/pcdealcheck.com
RANK #54 Interactive

PC Deal Check | A second opinion before you buy

Quick, easy computer price checks for anyone. AI helps read listings; our custom pricing engine determines the grade. Working now. Free US checks, no account needed.

“Quick, easy computer price checks for anyone. AI helps read listings; our custom pricing engine determines the grade. Working now. Free US checks, no account needed.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. PC Deal Check | A second opinion before you buy on pcdealcheck.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
When AI Writes the Code, Who Proves It Works? - The Data Exchange
▲ 8 Upvotes /domain/thedataexchange.media
RANK #55 Interactive

When AI Writes the Code, Who Proves It Works? - The Data Exchange

Leo de Moura on Formal Proofs, AI Agents, and the End of “Trust Me” Code. Subscribe: Apple • Spotify • … More

“Leo de Moura on Formal Proofs, AI Agents, and the End of “Trust Me” Code. Subscribe: Apple • Spotify • … More”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. When AI Writes the Code, Who Proves It Works? - The Data Exchange on thedataexchange.media provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Defending the patch gap against automated attackers | The Mozilla Blog
▲ 8 Upvotes /domain/blog.mozilla.org
RANK #56 Interactive

Defending the patch gap against automated attackers | The Mozilla Blog

AI models can now identify software vulnerabilities as effectively as top security researchers, and at a speed and scale that was not possible a year ago.

“AI models can now identify software vulnerabilities as effectively as top security researchers, and at a speed and scale that was not possible a year ago.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Defending the patch gap against automated attackers | The Mozilla Blog on blog.mozilla.org provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
filiread — read along to classic books, free
▲ 7 Upvotes /domain/filiread.com
RANK #57 Interactive

filiread — read along to classic books, free

Filiread is a free reader for classic books. Press play and each word lights up as it's spoken. Tap a word to jump there. Pause, and you can keep reading from the last word you heard.Currently I have 65 books. Most narration is AI (labelled as such). 43 books also have a human reading (some books multiple), and you can switch narrator mid-sentence.Web, no account, works offline. Also on iOS. Comments URL: https://news.ycombinator.com/item?id=50481937 Points: 1 # Comments: 0

“Filiread is a free reader for classic books. Press play and each word lights up as it's spoken. Tap a word to jump there. Pause, and you can keep reading from the last word you heard.Currently I have 65 books. Most narra”
View Discussion & Trails → Direct Link ↗
Decoding REXPaint Files in Odin
▲ 7 Upvotes /domain/tylerelton.com
RANK #58 Interactive

Decoding REXPaint Files in Odin

REXPaint is an ASCII art tool by Kyzrati, the developer behind the fantastic roguelike Cogmind. You can use it to design UI, full-screen art, and level prefabs, …

“REXPaint is an ASCII art tool by Kyzrati, the developer behind the fantastic roguelike Cogmind. You can use it to design UI, full-screen art, and level prefabs, …”
View Discussion & Trails → Direct Link ↗
Gemini Decisions API: Fast, calibrated multimodal decisions
▲ 7 Upvotes /domain/blog.google
RANK #59 Interactive

Gemini Decisions API: Fast, calibrated multimodal decisions

Meet the Gemini Decisions API, powered by our state-of-the-art model Gemini Decision for fast, calibrated multimodal decisions.

“Meet the Gemini Decisions API, powered by our state-of-the-art model Gemini Decision for fast, calibrated multimodal decisions.”
View Discussion & Trails → Direct Link ↗
Sand | Hyper-Realistic Sand Simulator in Your Browser
▲ 7 Upvotes /domain/av.github.io
RANK #60 Interactive

Sand | Hyper-Realistic Sand Simulator in Your Browser

Sand simulated with WebGL2 and JavaScript. Drag to draw, tilt your phone to slide the grains, and shake to scatter them. Play right in your browser.

“Sand simulated with WebGL2 and JavaScript. Drag to draw, tilt your phone to slide the grains, and shake to scatter them. Play right in your browser.”
View Discussion & Trails → Direct Link ↗
Can a Linear Program Do Weight-Space Programming?
▲ 7 Upvotes /domain/nathan.rs
RANK #61 Interactive

Can a Linear Program Do Weight-Space Programming?

Last week, MIT CSAIL published Sparks of Weight-Space Programming. Given the raw weights of a small network, GPT-6 Astra could tell which game it had been …

“Last week, MIT CSAIL published Sparks of Weight-Space Programming. Given the raw weights of a small network, GPT-6 Astra could tell which game it had been …”
View Discussion & Trails → Direct Link ↗
Fable 5.2 One-Shotted My Nephew
▲ 7 Upvotes /domain/notesbylex.com
RANK #62 Interactive

Fable 5.2 One-Shotted My Nephew

LLMs can make complete multi-level games that are fun.

“LLMs can make complete multi-level games that are fun.”
View Discussion & Trails → Direct Link ↗
I'm Not Convinced The AI Bubble Exists
▲ 7 Upvotes /domain/matteoraso.github.io
RANK #63 Interactive

I'm Not Convinced The AI Bubble Exists

The AI bubble is a speculative concept that the AI industry is extremely over-valued. If true, the value of most companies involved in AI (several of whom are worth well over a trillion dollars) will collapse, devastating the entire economy. If you check any o

“The AI bubble is a speculative concept that the AI industry is extremely over-valued. If true, the value of most companies involved in AI (several of whom are worth well over a trillion dollars) will collapse, devastatin”
View Discussion & Trails → Direct Link ↗
Google Acquires Crusoe’s Wyoming Data Center Site
▲ 7 Upvotes /domain/crusoe.ai
RANK #64 Interactive

Google Acquires Crusoe’s Wyoming Data Center Site

Comments

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Firecracker VM Escape: PwnEscape Part 2.
▲ 7 Upvotes /domain/pwn.ai
RANK #65 Interactive

Firecracker VM Escape: PwnEscape Part 2.

A malicious guest crossed Firecracker's microVM boundary, resolved the live VMM from inside the VM, and took control of a root-run host process—turning a Linux networking flaw into a guest-to-host code-execution primitive.

“A malicious guest crossed Firecracker's microVM boundary, resolved the live VMM from inside the VM, and took control of a root-run host process—turning a Linux networking flaw into a guest-to-host code-execution primitiv”
View Discussion & Trails → Direct Link ↗
After Action Report: Delta-Sperrlisten
▲ 7 Upvotes /domain/fischerflorian.net
RANK #66 Interactive

After Action Report: Delta-Sperrlisten

Ein abgelaufene Delta-Sperrliste legt unser DMS lahm. Was ich dabei über Zertifikate, CRLs, Fail-Closed und anderen Kram gelernt habe.

“Ein abgelaufene Delta-Sperrliste legt unser DMS lahm. Was ich dabei über Zertifikate, CRLs, Fail-Closed und anderen Kram gelernt habe.”
View Discussion & Trails → Direct Link ↗
Chess, but you can make the board bigger
▲ 7 Upvotes /domain/blog.willmeye.rs
RANK #67 Interactive

Chess, but you can make the board bigger

I made a chess variant where you or your opponent can make the board larger.

“I made a chess variant where you or your opponent can make the board larger.”
View Discussion & Trails → Direct Link ↗
Introducing Pangram Image 1.0
▲ 7 Upvotes /domain/pangram.com
RANK #68 Interactive

Introducing Pangram Image 1.0

Introducing Pangram Image 1.0, our AI image and video detector.

“Introducing Pangram Image 1.0, our AI image and video detector.”
View Discussion & Trails → Direct Link ↗
The Hackintosh Reborn... with AI
▲ 7 Upvotes /domain/naut.ca
RANK #69 Interactive

The Hackintosh Reborn... with AI

A "Hackintosh" is the feat of running macOS on non-Apple hardware, and has a history dating back to the late 1980s. Almost a decade ago, I released a hackintosh guide on running macOS 10.14 through a VM with an x86 host. At the time KVM and PCI

“A "Hackintosh" is the feat of running macOS on non-Apple hardware, and has a history dating back to the late 1980s. Almost a decade ago, I released a hackintosh guide on running macOS 10.14 through a VM with an”
View Discussion & Trails → Direct Link ↗
Progress on provable inference for large language models
▲ 7 Upvotes /domain/anthropic.com
RANK #70 Interactive

Progress on provable inference for large language models

Sharing progress on a powerful type of cryptographic proof known as a zkSNARK, which is uniquely fit for provable inference.

“Sharing progress on a powerful type of cryptographic proof known as a zkSNARK, which is uniquely fit for provable inference.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Progress on provable inference for large language models on anthropic.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
How I use AI (Oct 2026)
▲ 7 Upvotes /domain/ben.stolovitz.com
RANK #71 Interactive

How I use AI (Oct 2026)

I document how I use AI, one year after my first writeup. Everything

“I document how I use AI, one year after my first writeup. Everything”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. How I use AI (Oct 2026) on ben.stolovitz.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Bear turns 10, and it still feels like day one
▲ 7 Upvotes /domain/blog.bear.app
RANK #72 Interactive

Bear turns 10, and it still feels like day one

🐻🎂 Happy 10th bearthday! Join us for the stories behind our design principles, the tiny details hidden all over the app, plus some wonderful new features and Bear swag.

“🐻🎂 Happy 10th bearthday! Join us for the stories behind our design principles, the tiny details hidden all over the app, plus some wonderful new features and Bear swag.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Bear turns 10, and it still feels like day one on blog.bear.app provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Parchment Paper History: How We Got Paper Perfect for Baking
▲ 7 Upvotes /domain/tedium.co
RANK #73 Interactive

Parchment Paper History: How We Got Paper Perfect for Baking

What the heck is parchment paper, where did it come from, and why is it such a prominent baking aid these days? So many questions—here’s my attempt to answer.

“What the heck is parchment paper, where did it come from, and why is it such a prominent baking aid these days? So many questions—here’s my attempt to answer.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Parchment Paper History: How We Got Paper Perfect for Baking on tedium.co provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Domain hacks with unusual Unicode characters – Terence Eden’s Blog
▲ 7 Upvotes /domain/shkspr.mobi
RANK #74 Interactive

Domain hacks with unusual Unicode characters – Terence Eden’s Blog

Comments

💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Domain hacks with unusual Unicode characters – Terence Eden’s Blog on shkspr.mobi provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
"These tools have made it very easy for bad actors to flood things" - AI video game wikis riddled with errors are taking over, and pushing real fans to the side
▲ 7 Upvotes /domain/eurogamer.net
RANK #75 Interactive

"These tools have made it very easy for bad actors to flood things" - AI video game wikis riddled with errors are taking over, and pushing real fans to the side

LLM-powered wikis, often full of inaccurate or irrelevant information, are starting to take over, leaving fans sidelined and publishers playing whack-a-mole.

“LLM-powered wikis, often full of inaccurate or irrelevant information, are starting to take over, leaving fans sidelined and publishers playing whack-a-mole.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. "These tools have made it very easy for bad actors to flood things" - AI video game wikis riddled with errors are taking over, and pushing real fans to the side on eurogamer.net provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Surviving “The Graduate”
▲ 7 Upvotes /domain/newyorker.com
RANK #76 Interactive

Surviving “The Graduate”

It was the film that made me famous. On set, all I could think about was how I was failing.

“It was the film that made me famous. On set, all I could think about was how I was failing.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Surviving “The Graduate” on newyorker.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
RAMBO: Leaking Secrets from Air-Gap Computers by Spelling Covert Radio Signals from Computer RAM
▲ 7 Upvotes /domain/arxiv.org
RANK #77 Interactive

RAMBO: Leaking Secrets from Air-Gap Computers by Spelling Covert Radio Signals from Computer RAM

Air-gapped systems are physically separated from external networks, including the Internet. This isolation is achieved by keeping the air-gap computers disconnected from wired or wireless networks, preventing direct or remote communication with other devices o

“Air-gapped systems are physically separated from external networks, including the Internet. This isolation is achieved by keeping the air-gap computers disconnected from wired or wireless networks, preventing direct or r”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. RAMBO: Leaking Secrets from Air-Gap Computers by Spelling Covert Radio Signals from Computer RAM on arxiv.org provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Appraisal by AI: Model-driven victim prioritization in the VOLTA infostealer
▲ 7 Upvotes /domain/blog.talosintelligence.com
RANK #78 Interactive

Appraisal by AI: Model-driven victim prioritization in the VOLTA infostealer

The self-deleting VOLTA infostealer steals credentials, sessions, and cryptocurrency wallets. Then, it uses LLMs to profile victims and rank their most valuable assets.

“The self-deleting VOLTA infostealer steals credentials, sessions, and cryptocurrency wallets. Then, it uses LLMs to profile victims and rank their most valuable assets.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Appraisal by AI: Model-driven victim prioritization in the VOLTA infostealer on blog.talosintelligence.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
The AI Question
▲ 6 Upvotes /domain/kangminsuk.com
RANK #79 Interactive

The AI Question

There were three candidates in the room. Two men and a woman. The other two had graduated five months ago from one of Seoul's top five universities, probably with degrees in economics or business. I was the last to enter and got the squeaky chair closest to an immaculate glass door. This meant I had to smile and nod as the other two job seekers answered soul-crushing questions like "What do you know about our firm?" and "What makes you different from other candidates?" Normally, interviewers did their best to vary

“While eating two boiled eggs that morning, I'd watched a YouTube video of a former Samsung executive giving interview tips to young job seekers. "I cannot stress this enough. Every time they ask you a stupid question, yo”
View Discussion & Trails → Direct Link ↗
Our software engineering interviews are changing (a little)
▲ 6 Upvotes /domain/blog.janestreet.com
RANK #80 Interactive

Our software engineering interviews are changing (a little)

Over the last few years, LLMs have changed how software gets built and that’s no different for us at Jane Street. Most of our engineers now use them every da...

“Over the last few years, LLMs have changed how software gets built and that’s no different for us at Jane Street. Most of our engineers now use them every da...”
View Discussion & Trails → Direct Link ↗
Relax: Rust without the wait
▲ 6 Upvotes /domain/makepad.github.io
RANK #81 Interactive

Relax: Rust without the wait

Relax is a live compiler and JIT runtime for Rust, written in Rust. It runs a Cargo package straight from source, with no rustc, LLVM or linker in the loop.

“Relax is a live compiler and JIT runtime for Rust, written in Rust. It runs a Cargo package straight from source, with no rustc, LLVM or linker in the loop.”
View Discussion & Trails → Direct Link ↗
The Brave Search API now accepts agentic payments via the x402 protocol | Brave
▲ 6 Upvotes /domain/brave.com
RANK #82 Interactive

The Brave Search API now accepts agentic payments via the x402 protocol | Brave

Developers and AI agents can now pay for the Brave Search API on demand with USDC via the open x402 protocol, settling each query in real time without an account or API key.

“Developers and AI agents can now pay for the Brave Search API on demand with USDC via the open x402 protocol, settling each query in real time without an account or API key.”
View Discussion & Trails → Direct Link ↗
The Learjet repo man - Salon.com
▲ 6 Upvotes /domain/salon.com
RANK #83 Interactive

The Learjet repo man - Salon.com

Business has never been better for the fearless pilot who takes back millionaires' expensive toys.

“Business has never been better for the fearless pilot who takes back millionaires' expensive toys.”
View Discussion & Trails → Direct Link ↗
My AI Agents Found an Unmapped Maya Site
▲ 6 Upvotes /domain/pietromiotti.com
RANK #84 Interactive

My AI Agents Found an Unmapped Maya Site

AI agents analyzed NASA lidar data overnight and found a Maya site under the jungle that isn't on any map. Less than 72 hours later, Mexico's INAH replied.

“AI agents analyzed NASA lidar data overnight and found a Maya site under the jungle that isn't on any map. Less than 72 hours later, Mexico's INAH replied.”
View Discussion & Trails → Direct Link ↗
TIS-100 Bench: LLMs Push the Pareto Frontier in Programming Puzzle Games | Wincon
▲ 6 Upvotes /domain/tis-100.wincon.dev
RANK #85 Interactive

TIS-100 Bench: LLMs Push the Pareto Frontier in Programming Puzzle Games | Wincon

16 LLMs took on TIS-100's community leaderboard and found 133 new frontier points on 18 of 55 puzzles, including 3 outright cycle records.

“16 LLMs took on TIS-100's community leaderboard and found 133 new frontier points on 18 of 55 puzzles, including 3 outright cycle records.”
View Discussion & Trails → Direct Link ↗
Hooked on tuna: People have been harvesting these ocean predators for 44,000 years
▲ 6 Upvotes /domain/theconversation.com
RANK #86 Interactive

Hooked on tuna: People have been harvesting these ocean predators for 44,000 years

Bones in archaeological sites, ancient rock art, paintings on frescos and vases, written historical records and ethnographic accounts all helped researchers recreate a deep history of people and tuna.

“Bones in archaeological sites, ancient rock art, paintings on frescos and vases, written historical records and ethnographic accounts all helped researchers recreate a deep history of people and tuna.”
View Discussion & Trails → Direct Link ↗
Ghana Street Games — 3D Arcade
▲ 6 Upvotes /domain/ghanastreetgames.com
RANK #87 Interactive

Ghana Street Games — 3D Arcade

35 playable Ghanaian street games: Four Corners, Laski, One Pole, penalties, neighbourhood Pilolo and Pampanaa, and more.

“35 playable Ghanaian street games: Four Corners, Laski, One Pole, penalties, neighbourhood Pilolo and Pampanaa, and more.”
View Discussion & Trails → Direct Link ↗
I Saw Your HN Comment
▲ 6 Upvotes /domain/joshstrange.com
RANK #88 Interactive

I Saw Your HN Comment

I used to love getting emails from people in response to things I’ve written online, blog posts or Hacker News comments, but in the last 2 years it’s changed from mostly signal to mostly noise. I’ve …

“I used to love getting emails from people in response to things I’ve written online, blog posts or Hacker News comments, but in the last 2 years it’s changed from mostly signal to mostly noise. I’ve …”
View Discussion & Trails → Direct Link ↗
What is malloc doing, anyway?
▲ 6 Upvotes /domain/benmandrew.com
RANK #89 Interactive

What is malloc doing, anyway?

malloc has a very nice and simple interface: you ask for a certain amount of memory, and you’re given a void pointer to your block of contiguous bytes that’s been magicked into existence. Once you’re done with it, you call free with the same pointer and the me

“malloc has a very nice and simple interface: you ask for a certain amount of memory, and you’re given a void pointer to your block of contiguous bytes that’s been magicked into existence. Once you’re done with it, you ca”
View Discussion & Trails → Direct Link ↗
CHIMERA
▲ 6 Upvotes /domain/chimera-vocal-synth.vercel.app
RANK #90 Interactive

CHIMERA

CHIMERA: a physically modelled voice synthesizer. Every sound comes from a simulated airway.

“CHIMERA: a physically modelled voice synthesizer. Every sound comes from a simulated airway.”
View Discussion & Trails → Direct Link ↗
BenchUp — Free 3D Woodworking & Furniture Design App
▲ 6 Upvotes /domain/ketchup3d.github.io
RANK #91 Interactive

BenchUp — Free 3D Woodworking & Furniture Design App

Free, open-source 3D modeling for woodworking and furniture design. Plan shelves, tables, and cabinets with precise dimensions on Windows, macOS, Linux, or in your browser.

“Free, open-source 3D modeling for woodworking and furniture design. Plan shelves, tables, and cabinets with precise dimensions on Windows, macOS, Linux, or in your browser.”
View Discussion & Trails → Direct Link ↗
Anatomy of Apple's Personal Knowledge Graph — Eighth Rank
▲ 6 Upvotes /domain/8rank.ai
RANK #92 Interactive

Anatomy of Apple's Personal Knowledge Graph — Eighth Rank

Every Mac since macOS 13 (2022) ships a pair of daemons whose only purpose in life is to build a graph about who you are, who you know, how those people are related to you and to each other, how you communicate with them, where you go, what you do and when. In

“Every Mac since macOS 13 (2022) ships a pair of daemons whose only purpose in life is to build a graph about who you are, who you know, how those people are related to you and to each other, how you communicate with them”
View Discussion & Trails → Direct Link ↗
The AI Sell-Off Compared to Well-Known Stock Market Crashes: S&P 500 vs 1987, 2008 and Covid | Company Tracker
▲ 6 Upvotes /domain/kadoa.com
RANK #93 Interactive

The AI Sell-Off Compared to Well-Known Stock Market Crashes: S&P 500 vs 1987, 2008 and Covid | Company Tracker

The S&P 500 fell 4.4% on 5 Nov 2026, its worst day since April 2025, and is 6% below its 6 Oct record. Charted day by day against 1987, 2008, Covid and other falls since 1950.

“The S&P 500 fell 4.4% on 5 Nov 2026, its worst day since April 2025, and is 6% below its 6 Oct record. Charted day by day against 1987, 2008, Covid and other falls since 1950.”
View Discussion & Trails → Direct Link ↗
In October 2026, the Video Game Industry Went All-In on AI
▲ 6 Upvotes /domain/joshgriffiths.site
RANK #94 Interactive

In October 2026, the Video Game Industry Went All-In on AI

I keep a running list of game developers that use AI in any capacity. It’s a list that has grown to over 85 developers including development studios, publish...

“I keep a running list of game developers that use AI in any capacity. It’s a list that has grown to over 85 developers including development studios, publish...”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. In October 2026, the Video Game Industry Went All-In on AI on joshgriffiths.site provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Seoul Viosys begins mass production of rare-earth-free white light emitter, with chips as small as 10µm
▲ 6 Upvotes /domain/semiconductor-today.com
RANK #95 Interactive

Seoul Viosys begins mass production of rare-earth-free white light emitter, with chips as small as 10µm

WICOP 3 targeted at AR glasses and AI datacoms applications

“WICOP 3 targeted at AR glasses and AI datacoms applications”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Seoul Viosys begins mass production of rare-earth-free white light emitter, with chips as small as 10µm on semiconductor-today.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Security Disclosure: Sunday November 1st | Trigger.dev
▲ 6 Upvotes /domain/trigger.dev
RANK #96 Interactive

Security Disclosure: Sunday November 1st | Trigger.dev

An attacker gained unauthorized access to environment variables for a subset of organizations. We've blocked the exploit and emailed all impacted account owners with steps to mitigate.

“An attacker gained unauthorized access to environment variables for a subset of organizations. We've blocked the exploit and emailed all impacted account owners with steps to mitigate.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Security Disclosure: Sunday November 1st | Trigger.dev on trigger.dev provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
A Court Just Fined Lawyers for Prompt Injection
▲ 6 Upvotes /domain/jetstream.security
RANK #97 Interactive

A Court Just Fined Lawyers for Prompt Injection

Two lawyers hid a white-on-white instruction inside a court filing telling the AI to go easy on their case. The court's AI caught it. The fine was $16,000.

“Two lawyers hid a white-on-white instruction inside a court filing telling the AI to go easy on their case. The court's AI caught it. The fine was $16,000.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. A Court Just Fined Lawyers for Prompt Injection on jetstream.security provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Do the Math: How We Took Over ChatGPT Accounts
▲ 6 Upvotes /domain/parameter.ai
RANK #98 Interactive

Do the Math: How We Took Over ChatGPT Accounts

By bypassing ChatGPT's sandbox and content security policy, our research team was able to take over anyone's account simply by sending them a link.

“By bypassing ChatGPT's sandbox and content security policy, our research team was able to take over anyone's account simply by sending them a link.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Do the Math: How We Took Over ChatGPT Accounts on parameter.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Wonderchat: AI Customer Service Agent & Free Helpdesk
▲ 5 Upvotes /domain/wonderchat.io
RANK #99 Interactive

Wonderchat: AI Customer Service Agent & Free Helpdesk

Hi HN, I’m Vera, co-founder of Wonderchat.We started as an AI website agent that answers customer questions from a company’s website and docs. Over time, customers kept asking for the rest of the support stack around it, so we built a helpdesk: live chat, a unified inbox for email and SMS, and a help center (coming soon in a couple of weeks).The pricing and AI native helpdesk experience is the part I most wanted to change. Most helpdesks charge per seat, so every new teammate adds to the bill, and support teams end

“Resolve 75% of repetitive support tickets automatically with AI agents across web, email, and more. Your team handles the rest in one AI-native helpdesk, with AI-drafted replies and a unified inbox.”
View Discussion & Trails → Direct Link ↗
AI is turning Apple’s app review process into a nightmare for developers
▲ 5 Upvotes /domain/synthanatomy.com
RANK #100 Interactive

AI is turning Apple’s app review process into a nightmare for developers

The surge of AI and AI-generated apps is overwhelming Apple’s app review process, leaving developers caught in the crossfire – two examples!

“The surge of AI and AI-generated apps is overwhelming Apple’s app review process, leaving developers caught in the crossfire – two examples!”
View Discussion & Trails → Direct Link ↗
United Airlines bans AI agents from booking flights on behalf of travelers
▲ 5 Upvotes /domain/cbsnews.com
RANK #101 Interactive

United Airlines bans AI agents from booking flights on behalf of travelers

Using an artificial intelligence agent to make flight reservations poses security risks and could violate federal rules, according to United.

“Using an artificial intelligence agent to make flight reservations poses security risks and could violate federal rules, according to United.”
View Discussion & Trails → Direct Link ↗
Formalizing CPython
▲ 5 Upvotes /domain/broyojo.com
RANK #102 Interactive

Formalizing CPython

AI agents wrote 613,318 lines of Lean that copy Python

“AI agents wrote 613,318 lines of Lean that copy Python”
View Discussion & Trails → Direct Link ↗
When will this stop? The Raspberry Pi 5 16GB SBC now sells for $385 - CNX Software
▲ 5 Upvotes /domain/cnx-software.com
RANK #103 Interactive

When will this stop? The Raspberry Pi 5 16GB SBC now sells for $385 - CNX Software

Raspberry Pi has announced yet another price increase, this time for most models with 16GB of RAM. The Raspberry Pi 5 16GB now sells for $385, an $80

“Raspberry Pi has announced yet another price increase, this time for most models with 16GB of RAM. The Raspberry Pi 5 16GB now sells for $385, an $80”
View Discussion & Trails → Direct Link ↗
Nyquist Limit - the frequency of changes in tech is invalidating our understanding :: Ryan Prior — dot com
▲ 5 Upvotes /domain/ryanprior.com
RANK #104 Interactive

Nyquist Limit - the frequency of changes in tech is invalidating our understanding :: Ryan Prior — dot com

Product teams are using LLMs to increase the frequency of change in technology, and near a certain limit, the sample rate (the human decision maker's rate of understanding and evaluating technology) would need to more than double every time the frequency of ch

“Product teams are using LLMs to increase the frequency of change in technology, and near a certain limit, the sample rate (the human decision maker's rate of understanding and evaluating technology) would need to more th”
View Discussion & Trails → Direct Link ↗
OpenAI Just Raised $11 Billion at a $1.25 Trillion Valuation, Below the $1.4 Trillion It First Sought
▲ 5 Upvotes /domain/247wallst.com
RANK #105 Interactive

OpenAI Just Raised $11 Billion at a $1.25 Trillion Valuation, Below the $1.4 Trillion It First Sought

OpenAI got its money, but not on the terms it wanted, and the gap between its growth story and investor appetite is landing on two giants. One faces a bookkeeping hit, the other a deeper dependency on the funding flow.

“OpenAI got its money, but not on the terms it wanted, and the gap between its growth story and investor appetite is landing on two giants. One faces a bookkeeping hit, the other a deeper dependency on the funding flow.”
View Discussion & Trails → Direct Link ↗
AI Almost Made Me Quit Writing
▲ 5 Upvotes /domain/joshgriffiths.site
RANK #106 Interactive

AI Almost Made Me Quit Writing

In a previous blog, I said that I was contemplating giving up writing fiction because of the onslaught of AI. I’m worried people will think I use AI. I know ...

“In a previous blog, I said that I was contemplating giving up writing fiction because of the onslaught of AI. I’m worried people will think I use AI. I know ...”
View Discussion & Trails → Direct Link ↗
8088 Domination Post-Mortem, Part 1
▲ 5 Upvotes /domain/trixter.oldskool.org
RANK #107 Interactive

8088 Domination Post-Mortem, Part 1

These next few posts are a technical write-up of how I created 8088 Domination, which is a program that displays fairly decent full-motion video on a 1981 IBM PC. Before reading further, it might b…

“These next few posts are a technical write-up of how I created 8088 Domination, which is a program that displays fairly decent full-motion video on a 1981 IBM PC. Before reading further, it might b…”
View Discussion & Trails → Direct Link ↗
Inside GitHub's new Git storage architecture
▲ 5 Upvotes /domain/github.blog
RANK #108 Interactive

Inside GitHub's new Git storage architecture

GitHub's new Git storage architecture is built so thousands of agents can push to a single repository at once. Here's how it works.

“GitHub's new Git storage architecture is built so thousands of agents can push to a single repository at once. Here's how it works.”
View Discussion & Trails → Direct Link ↗
LLM Judges for Identity Resolution at 4x Lower Cost | Hightouch
▲ 5 Upvotes /domain/hightouch.com
RANK #109 Interactive

LLM Judges for Identity Resolution at 4x Lower Cost | Hightouch

We tested Jev and GPT-6 Luna as judges for identity resolution. A hybrid of Jev and Claude Opus matched frontier accuracy at over 4x lower cost.

“We tested Jev and GPT-6 Luna as judges for identity resolution. A hybrid of Jev and Claude Opus matched frontier accuracy at over 4x lower cost.”
View Discussion & Trails → Direct Link ↗
...his first Bear Blog hate mail.
▲ 5 Upvotes /domain/coreyblogs.com
RANK #110 Interactive

...his first Bear Blog hate mail.

I opened my laptop this morning to a couple new messages in my guestbook. One of them was this: have you considered suicide? (if not, consider) I've n...

“I opened my laptop this morning to a couple new messages in my guestbook. One of them was this: have you considered suicide? (if not, consider) I've n...”
View Discussion & Trails → Direct Link ↗
September in Servo: <progress>, rounded rectangles, and more! - Servo aims to empower developers with a lightweight, high-performance alternative for embeddi
▲ 5 Upvotes /domain/servo.org
RANK #111 Interactive

September in Servo: <progress>, rounded rectangles, and more! - Servo aims to empower developers with a lightweight, high-performance alternative for embeddi

Plus new CSS functions and WEbGL2 improvements.

“Plus new CSS functions and WEbGL2 improvements.”
View Discussion & Trails → Direct Link ↗
Recursive Self-Improvement via AI for Chip Design & Chip Design for AI - Ricursive Intelligence
▲ 5 Upvotes /domain/ricursive.com
RANK #112 Interactive

Recursive Self-Improvement via AI for Chip Design & Chip Design for AI - Ricursive Intelligence

We develop frontier AI methods to reinvent chip development, collapsing traditional design timelines, closing the loop between AI and the hardware that fuels it, and enabling a Cambrian explosion of custom silicon.

“We develop frontier AI methods to reinvent chip development, collapsing traditional design timelines, closing the loop between AI and the hardware that fuels it, and enabling a Cambrian explosion of custom silicon.”
View Discussion & Trails → Direct Link ↗
Linux on the Nvidia RTX Spark Laptop: What Actually Works
▲ 5 Upvotes /domain/mindstudio.ai
RANK #113 Interactive

Linux on the Nvidia RTX Spark Laptop: What Actually Works

A hands-on look at dual-booting Linux on the Nvidia RTX Spark laptop, the GPU clock throttling bug found, and why WSL still wins.

“A hands-on look at dual-booting Linux on the Nvidia RTX Spark laptop, the GPU clock throttling bug found, and why WSL still wins.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Linux on the Nvidia RTX Spark Laptop: What Actually Works on mindstudio.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
How We're Training a Figma-Fluent Editing Model | Figma Blog
▲ 5 Upvotes /domain/figma.com
RANK #114 Interactive

How We're Training a Figma-Fluent Editing Model | Figma Blog

Here, we’re sharing the research behind how we’re translating that to design editing workflows.

“Here, we’re sharing the research behind how we’re translating that to design editing workflows.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. How We're Training a Figma-Fluent Editing Model | Figma Blog on figma.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
C++26 DIS failed, how does C++ survive?
▲ 5 Upvotes /domain/andreasfertig.com
RANK #115 Interactive

C++26 DIS failed, how does C++ survive?

On October 23, 2026, the unthinkable happened. It was supposed to be a mere formality: C++26 was up for a vote by the ISO National Bodi...

“On October 23, 2026, the unthinkable happened. It was supposed to be a mere formality: C++26 was up for a vote by the ISO National Bodi...”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. C++26 DIS failed, how does C++ survive? on andreasfertig.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Study estimates 75% of NFL players who died over 15-year span had CTE
▲ 5 Upvotes /domain/nbcnews.com
RANK #116 Interactive

Study estimates 75% of NFL players who died over 15-year span had CTE

The study looked at NFL players who died from 2008 to 2023. Not everyone with signs of the disease in the brain develops symptoms.

“The study looked at NFL players who died from 2008 to 2023. Not everyone with signs of the disease in the brain develops symptoms.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Study estimates 75% of NFL players who died over 15-year span had CTE on nbcnews.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
NASA's Swift telescope predicted to plummet back to Earth tomorrow
▲ 5 Upvotes /domain/abc.net.au
RANK #117 Interactive

NASA's Swift telescope predicted to plummet back to Earth tomorrow

After plans to save it failed, NASA's Swift telescope is hurtling back to Earth. Here's how to track its descent.

“After plans to save it failed, NASA's Swift telescope is hurtling back to Earth. Here's how to track its descent.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. NASA's Swift telescope predicted to plummet back to Earth tomorrow on abc.net.au provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
AI Testing Platform: 117k Bugs Caught | Momentic
▲ 5 Upvotes /domain/momentic.ai
RANK #118 Interactive

AI Testing Platform: 117k Bugs Caught | Momentic

Mo is an AI QA engineer that bug bashes your app. 117,010 bugs caught, with repro steps and evidence. Plain-English tests agents execute and maintain.

“Mo is an AI QA engineer that bug bashes your app. 117,010 bugs caught, with repro steps and evidence. Plain-English tests agents execute and maintain.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. AI Testing Platform: 117k Bugs Caught | Momentic on momentic.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Mathematics has changed. Let’s act like it
▲ 5 Upvotes /domain/terrytao.wordpress.com
RANK #119 Interactive

Mathematics has changed. Let’s act like it

[This is a guest post by Frank Calegari. This blog post was initially written in a different file format and converted using AI. — T.] Why we should not be sad The release by OpenAI on Octobe…

“[This is a guest post by Frank Calegari. This blog post was initially written in a different file format and converted using AI. — T.] Why we should not be sad The release by OpenAI on Octobe…”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Mathematics has changed. Let’s act like it on terrytao.wordpress.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Robert Haas: Postgres 19 is late, and it's AI's fault
▲ 5 Upvotes /domain/rhaas.blogspot.com
RANK #120 Interactive

Robert Haas: Postgres 19 is late, and it's AI's fault

Comments

💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Robert Haas: Postgres 19 is late, and it's AI's fault on rhaas.blogspot.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
LLM OCR Pricing Calculator (2026): Cost per Document | OCR Bench
▲ 5 Upvotes /domain/ocrbench.app
RANK #121 Interactive

LLM OCR Pricing Calculator (2026): Cost per Document | OCR Bench

Calculate the real cost per document and per month of LLM OCR. Compare the latest GPT, Gemini, Claude and Qwen models on measured token counts.

“Calculate the real cost per document and per month of LLM OCR. Compare the latest GPT, Gemini, Claude and Qwen models on measured token counts.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. LLM OCR Pricing Calculator (2026): Cost per Document | OCR Bench on ocrbench.app provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
RocketGit
▲ 4 Upvotes /domain/rocketgit.com
RANK #122 Interactive

RocketGit

Hello!All started with 4 million requests / day on rocketgit.com (AGPL git hosting). Instead of thousands. Enough is enough!Presentation (8 pages): https://rocketgit.com/user/catalinux/ai-drop/artefacts/downl...So, I built AI-drop free-software project (AGPL) to block this kind of crawlers. rocketgit.com has a very restrictive robots.txt (only around 10 pages are allowed). But the crawlers are not respecting it. So, who is not respecting it will be blocked.Limiting by IP or user-agent is not working anymore. The cr

“Hello!All started with 4 million requests / day on rocketgit.com (AGPL git hosting). Instead of thousands. Enough is enough!Presentation (8 pages): https://rocketgit.com/user/catalinux/ai-drop/artefacts/downl...So, I bui”
View Discussion & Trails → Direct Link ↗
Your Coucou | If Something's Wrong, Someone Should Know.
▲ 4 Upvotes /domain/yourcoucou.com
RANK #123 Interactive

Your Coucou | If Something's Wrong, Someone Should Know.

I made a daily check in app after I lost my mother. I was a digital nomad and my mother and I spoke daily (for nearly ten years!). I thought I was checking on her, she was the elderly one after all. Turns out she was checking on me too. So once I lost her, I realised no one would know if I was sick, dead, or even where I was in the world. I built Your Coucou to fix that. Comments URL: https://news.ycombinator.com/item?id=50480133 Points: 2 # Comments: 0

“I made a daily check in app after I lost my mother. I was a digital nomad and my mother and I spoke daily (for nearly ten years!). I thought I was checking on her, she was the elderly one after all. Turns out she was che”
View Discussion & Trails → Direct Link ↗
CTRL — Technical assessments built around real work
▲ 4 Upvotes /domain/ctr-l.studio
RANK #124 Interactive

CTRL — Technical assessments built around real work

Hello everyone, I'm building a platform for startups and teams to spend less time screening candidates without using excessing AI. You can create an interview link and reply an application mail, message or for typical technical interviewsCheck it out and let me know what you think!! Comments URL: https://news.ycombinator.com/item?id=50480337 Points: 1 # Comments: 0

“Each is a live operational world with a clear goal. Open one, design the decision logic, and watch how it performs.”
View Discussion & Trails → Direct Link ↗
Muzegen.ai | Générateur de musique IA gratuit et plateforme de création de chansons par IA
▲ 4 Upvotes /domain/muzegen.ai
RANK #125 Interactive

Muzegen.ai | Générateur de musique IA gratuit et plateforme de création de chansons par IA

Muzegen.ai est une plateforme complète de création musicale par IA. Générez des chansons originales, écrivez des paroles avec l'IA, créez des voix chantées, remixez des styles musicaux, produisez des instrumentaux et prolongez vos morceaux en quelques secondes. Exportez vos créations en MP3, WAV, MIDI ou pistes séparées pour les musiciens, créateurs de contenu, vidéastes et projets commerciaux.

“La plateforme d'élite pour la création musicale par IA. Transformez facilement vos paroles et vos inspirations en morceaux de haute qualité.”
View Discussion & Trails → Direct Link ↗
Edge0-145B: Open-Source On-Device AI with 145B Parameters
▲ 4 Upvotes /domain/edge0.ai
RANK #126 Interactive

Edge0-145B: Open-Source On-Device AI with 145B Parameters

Meet Edge0-145B, an open-source 145B model for local coding, reasoning, and agent tasks, with no cloud-model token fees for local inference.

“Meet Edge0-145B, an open-source 145B model for local coding, reasoning, and agent tasks, with no cloud-model token fees for local inference.”
View Discussion & Trails → Direct Link ↗
Your AI Red Lines
▲ 4 Upvotes /domain/yourairedlines.com
RANK #127 Interactive

Your AI Red Lines

What would your AI red lines be? Write down what would make you act on AI, and what you

“What would your AI red lines be? Write down what would make you act on AI, and what you”
View Discussion & Trails → Direct Link ↗
Lean Grimoire
▲ 4 Upvotes /domain/terrytao.wordpress.com
RANK #128 Interactive

Lean Grimoire

Back in July, I started experimenting with using modern coding agents to build a number of mathematical visualization applets. With the extremely hectic events of the last few months, I had to set …

“Back in July, I started experimenting with using modern coding agents to build a number of mathematical visualization applets. With the extremely hectic events of the last few months, I had to set …”
View Discussion & Trails → Direct Link ↗
Apple has new Mac app coming to make running local AI models easy - 9to5Mac
▲ 4 Upvotes /domain/9to5mac.com
RANK #129 Interactive

Apple has new Mac app coming to make running local AI models easy - 9to5Mac

Leaker Aaron Perris has discovered evidence of a new Mac app in the works at Apple that makes it easy to run local AI models.

“Leaker Aaron Perris has discovered evidence of a new Mac app in the works at Apple that makes it easy to run local AI models.”
View Discussion & Trails → Direct Link ↗
Atuin Threads: All your agent sessions on every machine
▲ 4 Upvotes /domain/blog.atuin.sh
RANK #130 Interactive

Atuin Threads: All your agent sessions on every machine

Atuin Threads: one searchable, synced history for every agent session, on every machine Start a task in Claude Code, then resume it in Codex

“Atuin Threads: one searchable, synced history for every agent session, on every machine Start a task in Claude Code, then resume it in Codex”
View Discussion & Trails → Direct Link ↗
AI usage generates a fragile codebase
▲ 4 Upvotes /domain/evanxmerz.com
RANK #131 Interactive

AI usage generates a fragile codebase

Comments

View Discussion & Trails → Direct Link ↗
After 7-months, Glasswing Overwelms Maintainers with Underwhelming Findings
▲ 4 Upvotes /domain/vulncheck.com
RANK #132 Interactive

After 7-months, Glasswing Overwelms Maintainers with Underwhelming Findings

Seven months into Project Glasswing, VulnCheck has tracked 442 CVEs attributable to Anthropic, roughly 0.5% of all CVEs published this year, with only two identified as exploited in the wild. Of Anthropic’s 37,966 reported findings, only 7,349 (19.4%) have bee

“Seven months into Project Glasswing, VulnCheck has tracked 442 CVEs attributable to Anthropic, roughly 0.5% of all CVEs published this year, with only two identified as exploited in the wild. Of Anthropic’s 37,966 report”
View Discussion & Trails → Direct Link ↗
Introducing Claude Fable 5.2 and Claude Mythos 5.2
▲ 4 Upvotes /domain/anthropic.com
RANK #133 Interactive

Introducing Claude Fable 5.2 and Claude Mythos 5.2

Claude Fable 5.2 and Claude Mythos 5.2, our new models for the hardest technical challenges. Fable 5.2 sets a new bar in coding, finance, and the sciences.

“Claude Fable 5.2 and Claude Mythos 5.2, our new models for the hardest technical challenges. Fable 5.2 sets a new bar in coding, finance, and the sciences.”
View Discussion & Trails → Direct Link ↗
Magenta solar panels may be agrivoltaics’ cleverest trick yet
▲ 4 Upvotes /domain/anthropocenemagazine.org
RANK #134 Interactive

Magenta solar panels may be agrivoltaics’ cleverest trick yet

See-through solar cells harvest some wavelengths of light to make electricity, while passing through the red and blue wavelengths that plants need. In a new agrivoltaics experiment, broccoli yields held steady.

“See-through solar cells harvest some wavelengths of light to make electricity, while passing through the red and blue wavelengths that plants need. In a new agrivoltaics experiment, broccoli yields held steady.”
View Discussion & Trails → Direct Link ↗
Quadrillion-parameter transformers and how to train them – Q
▲ 4 Upvotes /domain/qlabs.sh
RANK #135 Interactive

Quadrillion-parameter transformers and how to train them – Q

Comments

View Discussion & Trails → Direct Link ↗
I’m not a fan of Deno’s security model | max’s place
▲ 4 Upvotes /domain/goldstein.lol
RANK #136 Interactive

I’m not a fan of Deno’s security model | max’s place

Comments

View Discussion & Trails → Direct Link ↗
Introducing MaxxBench: Benchmarking Task Adaptation and Generalization in Frontier Coding Agents | MaxxBench
▲ 4 Upvotes /domain/maxxbench.unlap.ai
RANK #137 Interactive

Introducing MaxxBench: Benchmarking Task Adaptation and Generalization in Frontier Coding Agents | MaxxBench

How coding models respond when familiar engineering tasks ask for something different.

“How coding models respond when familiar engineering tasks ask for something different.”
View Discussion & Trails → Direct Link ↗
Thirteen years ago I failed at their dream
▲ 4 Upvotes /domain/blog.ammonite.me
RANK #138 Interactive

Thirteen years ago I failed at their dream

It was expected that I become a doctor, just like them. They wanted me to become confident, worldly, athletic, respected, important; something they could be ...

“It was expected that I become a doctor, just like them. They wanted me to become confident, worldly, athletic, respected, important; something they could be ...”
View Discussion & Trails → Direct Link ↗
ERNIE 5.5 Flash Base · ERNIE
▲ 4 Upvotes /domain/ernie.baidu.com
RANK #139 Interactive

ERNIE 5.5 Flash Base · ERNIE

ERNIE 5.5 Flash Base: a 280B-A14B hybrid-attention MoE pretrained on 33.5T tokens. An open, efficient pretraining base.

“ERNIE 5.5 Flash Base: a 280B-A14B hybrid-attention MoE pretrained on 33.5T tokens. An open, efficient pretraining base.”
View Discussion & Trails → Direct Link ↗
Science Fiction Predictions of AI
▲ 4 Upvotes /domain/jamesyu.org
RANK #140 Interactive

Science Fiction Predictions of AI

Comments

View Discussion & Trails → Direct Link ↗
Introducing Inkling 2 Small
▲ 4 Upvotes /domain/thinkingmachines.ai
RANK #141 Interactive

Introducing Inkling 2 Small

Today we are introducing the second generation of Inkling models with the release of Inkling 2 Small.

“Today we are introducing the second generation of Inkling models with the release of Inkling 2 Small.”
View Discussion & Trails → Direct Link ↗
Cloud AI 100 Ultra | High Performance AI Inference | Qualcomm
▲ 4 Upvotes /domain/qualcomm.com
RANK #142 Interactive

Cloud AI 100 Ultra | High Performance AI Inference | Qualcomm

Comments

View Discussion & Trails → Direct Link ↗
There is no posttraining data commons
▲ 4 Upvotes /domain/openathena.ai
RANK #143 Interactive

There is no posttraining data commons

The LLM revolution ran on a pretraining commons that humanity built for other reasons. Posttraining consumes tasks, not documents, and no such commons exists. If the open models community wants...

“The LLM revolution ran on a pretraining commons that humanity built for other reasons. Posttraining consumes tasks, not documents, and no such commons exists. If the open models community wants...”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. There is no posttraining data commons on openathena.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Rooting an Echo Plus 2 with AI
▲ 4 Upvotes /domain/blog.tripton.dev
RANK #144 Interactive

Rooting an Echo Plus 2 with AI

How Codex helped turn temporary BootROM access into cold-boot root on an Echo Plus 2.

“How Codex helped turn temporary BootROM access into cold-boot root on an Echo Plus 2.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Rooting an Echo Plus 2 with AI on blog.tripton.dev provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Ubuntu LTS kernels still unfixed for critical CVE-2026-98432
▲ 4 Upvotes /domain/freenode.net
RANK #145 Interactive

Ubuntu LTS kernels still unfixed for critical CVE-2026-98432

No patched kernels are available yet for 22.04, 24.04, or 26.04 despite a CVSS 9.8 rating.

“No patched kernels are available yet for 22.04, 24.04, or 26.04 despite a CVSS 9.8 rating.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Ubuntu LTS kernels still unfixed for critical CVE-2026-98432 on freenode.net provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
The U.S. Census Bureau and “Super Intelligence”
▲ 4 Upvotes /domain/simonwillison.net
RANK #146 Interactive

The U.S. Census Bureau and “Super Intelligence”

I was reminded today of AI Adoption Rate Trending Down for Large Companies, a chart produced by Apollo Global Management in September 2025, which appeared to show a slowdown in …

“I was reminded today of AI Adoption Rate Trending Down for Large Companies, a chart produced by Apollo Global Management in September 2025, which appeared to show a slowdown in …”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. The U.S. Census Bureau and “Super Intelligence” on simonwillison.net provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Introducing LongCat-2.5
▲ 4 Upvotes /domain/longcat.ai
RANK #147 Interactive

Introducing LongCat-2.5

1.6万亿总参大模型,训练全程由国产芯片完成

💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Introducing LongCat-2.5 on longcat.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
One Literary Giant Is Rarely Associated With His Homeland. Make No Mistake: He’s the Most Influential American Writer of All.
▲ 4 Upvotes /domain/slate.com
RANK #148 Interactive

One Literary Giant Is Rarely Associated With His Homeland. Make No Mistake: He’s the Most Influential American Writer of All.

Not Mark Twain, not Herman Melville, not F. Scott Fitzgerald.

“Not Mark Twain, not Herman Melville, not F. Scott Fitzgerald.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. One Literary Giant Is Rarely Associated With His Homeland. Make No Mistake: He’s the Most Influential American Writer of All. on slate.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Domain (James Herbert)
▲ 4 Upvotes /domain/habitualmood.com
RANK #149 Interactive

Domain (James Herbert)

914zdCAvtbL The most shocking thing about Domain, the third novel in James Herbert's Rats trilogy is that it's a genuinely enjoyable, often gripping novel...

“914zdCAvtbL The most shocking thing about Domain, the third novel in James Herbert's Rats trilogy is that it's a genuinely enjoyable, often gripping novel...”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Domain (James Herbert) on habitualmood.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Anthropic Model Context Protocol (MCP) Specification
▲ 4 Upvotes /domain/modelcontextprotocol.io
RANK #150 Deep Guide

Anthropic Model Context Protocol (MCP) Specification

An open standard for connecting AI assistants to data systems, enterprise tools, and local development environments.

“An open standard for connecting AI assistants to data systems, enterprise tools, and local development environments.”
💬 Community Note from @dev_marcus:
“@ai_curator Just hooked up our local SQLite databases through an MCP sidecar. Clean, secure, and zero vendor lock-in.”
View Discussion & Trails → Direct Link ↗
Where Were They Now?
▲ 4 Upvotes /domain/whereweretheynow.blogspot.com
RANK #151 Interactive

Where Were They Now?

“Seeking out Britain's pioneering video games houses.” By Sham Mountebank. 🇬🇧 Started in 2021. Average 3,316 words.

““Seeking out Britain's pioneering video games houses.” By Sham Mountebank. 🇬🇧 Started in 2021. Average 3,316 words.”
View Discussion & Trails → Direct Link ↗
Felix Ringe
▲ 4 Upvotes /domain/felixringe.com
RANK #152 Interactive

Felix Ringe

Updates 09/26: Reproduce before publishing [blog post] · Classifying Interpretive Canons [ICML AI4Law '26] I use computational methods to ...

“Updates 09/26: Reproduce before publishing [blog post] · Classifying Interpretive Canons [ICML AI4Law '26] I use computational methods to ...”
View Discussion & Trails → Direct Link ↗
WOKE feminist EXPOSES left-wing anti-meme (NOT CLICKBAIT)
▲ 3 Upvotes /domain/jenn.site
RANK #153 Interactive

WOKE feminist EXPOSES left-wing anti-meme (NOT CLICKBAIT)

content warning: discussion of abusive relationships Some ideas are memetic: they're catchy, they spread widely and easily, people have a reaction to them that induce them to propagate them further. Others are anti-memetic: for whatever reason, they have naturally self-censoring tendencies that reduce their reach. My grandmother was a late-in-life convert to Christianity, who dragged the rest of the family along for a bit. I was an earnest, credulous bookworm of eight or so, and I took the youth pastor at his word

“Some ideas are memetic: they're catchy, they spread widely and easily, people have a reaction to them that induce them to propagate them further. Others are anti-memetic: for whatever reason, they have naturally self-cen”
View Discussion & Trails → Direct Link ↗
93% of Paint Splatters are Valid Perl Programs | Colin McMillen
▲ 3 Upvotes /domain/mcmillen.dev
RANK #154 Interactive

93% of Paint Splatters are Valid Perl Programs | Colin McMillen

Comments

View Discussion & Trails → Direct Link ↗
Amazon saves millions by replacing Sonnet 4.6 with Strands Decider
▲ 3 Upvotes /domain/strandsagents.com
RANK #155 Interactive

Amazon saves millions by replacing Sonnet 4.6 with Strands Decider

Two Amazon engineers swapped Claude Sonnet 4.6 for a decision model in one of the world

“Two Amazon engineers swapped Claude Sonnet 4.6 for a decision model in one of the world”
View Discussion & Trails → Direct Link ↗
Canada launches the Real-Time Rail, bringing 24/7 payment infrastructure to the national economy | Payments Canada
▲ 3 Upvotes /domain/payments.ca
RANK #156 Interactive

Canada launches the Real-Time Rail, bringing 24/7 payment infrastructure to the national economy | Payments Canada

The new system will enable participating financial service providers to clear and settle payments in real time, providing a made-in-Canada platform for future innovation and prosperity.

“The new system will enable participating financial service providers to clear and settle payments in real time, providing a made-in-Canada platform for future innovation and prosperity.”
View Discussion & Trails → Direct Link ↗
Training a Text-to-Image Model for $21K
▲ 3 Upvotes /domain/linum.ai
RANK #157 Interactive

Training a Text-to-Image Model for $21K

2B-Parameter P-JiT (Apache 2.0)

View Discussion & Trails → Direct Link ↗
Tencent Hy
▲ 3 Upvotes /domain/hy.tencent.ai
RANK #158 Interactive

Tencent Hy

Comments

💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Tencent Hy on hy.tencent.ai provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
GPT-Rosalind-6 System Card Addendum - OpenAI Deployment Safety Hub
▲ 3 Upvotes /domain/deploymentsafety.openai.com
RANK #159 Interactive

GPT-Rosalind-6 System Card Addendum - OpenAI Deployment Safety Hub

Explore OpenAI safety evaluations and system cards for deployed AI systems.

“Explore OpenAI safety evaluations and system cards for deployed AI systems.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. GPT-Rosalind-6 System Card Addendum - OpenAI Deployment Safety Hub on deploymentsafety.openai.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
OccupySaaS — They laid us off. We
▲ 3 Upvotes /domain/occupysaas.com
RANK #160 Interactive

OccupySaaS — They laid us off. We

Clean-room, AI-assisted, open-source, drop-in replacements for the SaaS giants. Apache-2.0. Self-hosted. No per-seat tax.

“Clean-room, AI-assisted, open-source, drop-in replacements for the SaaS giants. Apache-2.0. Self-hosted. No per-seat tax.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. OccupySaaS — They laid us off. We on occupysaas.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Patrick Stewart taught us what good men do with power
▲ 3 Upvotes /domain/vox.com
RANK #161 Interactive

Patrick Stewart taught us what good men do with power

Great leaders, and great nations, need role models like Jean-Luc Picard.

“Great leaders, and great nations, need role models like Jean-Luc Picard.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Patrick Stewart taught us what good men do with power on vox.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Zinc creep in the cable spelter sockets brought down the 57 year old Arecibo telescope in 2020, a failure sequence that began with Hurricane Maria three years e
▲ 3 Upvotes /domain/maketecheasier.com
RANK #162 Interactive

Zinc creep in the cable spelter sockets brought down the 57 year old Arecibo telescope in 2020, a failure sequence that began with Hurricane Maria three years e

A 2024 National Academies report blames the 2020 Arecibo telescope collapse on zinc creep in cable spelter sockets, a failure never documented before.

“A 2024 National Academies report blames the 2020 Arecibo telescope collapse on zinc creep in cable spelter sockets, a failure never documented before.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Zinc creep in the cable spelter sockets brought down the 57 year old Arecibo telescope in 2020, a failure sequence that began with Hurricane Maria three years e on maketecheasier.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Let’s Build a Brain
▲ 3 Upvotes /domain/aatishb.com
RANK #163 Interactive

Let’s Build a Brain

How simple circuits can create complex behaviors

“How simple circuits can create complex behaviors”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Let’s Build a Brain on aatishb.com provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
3Blue1Brown: Visualizing Neural Networks & Deep Learning Math
▲ 3 Upvotes /domain/youtube.com
RANK #164 Video

3Blue1Brown: Visualizing Neural Networks & Deep Learning Math

Groundbreaking animated visual mathematics explaining gradient descent, backpropagation, and transformer architectures with supreme intuitive clarity.

“Groundbreaking animated mathematical explanations and intuitive visualizations of neural networks, linear algebra, and deep learning.”
💬 Community Note from @dev_marcus:
“Curated for developer utility on youtube.com. 3Blue1Brown: Visualizing Neural Networks & Deep Learning Math keeps dependencies minimal and focuses on a clean core purpose.”
View Discussion & Trails → Direct Link ↗
Safe Systems, not school shaming
▲ 3 Upvotes /domain/finnk.ca
RANK #165 Interactive

Safe Systems, not school shaming

Asking kids to wear reflective vests is not a sustainable or effective solution to road safety. Here's what is.

“Asking kids to wear reflective vests is not a sustainable or effective solution to road safety. Here's what is.”
💬 Community Note from @dev_marcus:
“Curated under AI and developer tooling. Safe Systems, not school shaming on finnk.ca provides a notable implementation for standalone workflows.”
View Discussion & Trails → Direct Link ↗
Ollama — Run Llama 3 & DeepSeek Locally
▲ 2 Upvotes /domain/ollama.com
RANK #166 Interactive

Ollama — Run Llama 3 & DeepSeek Locally

Get up and running with large language models locally. Run Llama 3.2, Mistral, and DeepSeek with a single command.

“Get up and running with large language models locally. Run Llama 3.2, Mistral, and DeepSeek with a single command.”
💬 Community Note from @IndieDev_Guest:
“Testing the author quick-reply pipeline. Clean, fast, and no account barrier required!”
View Discussion & Trails → Direct Link ↗
Hugging Face Spaces & Open Weight Leaderboards
▲ 2 Upvotes /domain/huggingface.co
RANK #167 Free Tool

Hugging Face Spaces & Open Weight Leaderboards

Explore thousands of community machine learning demos, models, datasets, and open evaluation benchmarks.

“Explore thousands of community machine learning demos, models, datasets, and open evaluation benchmarks.”
View Discussion & Trails → Direct Link ↗
YSK Molly(Signal fork) has not been updated since 3 months and is vulnerable to attacks fixed in mainline Signal
▲ 2 Upvotes /domain/piefed.world
RANK #168 Interactive

YSK Molly(Signal fork) has not been updated since 3 months and is vulnerable to attacks fixed in mainline Signal

cross-posted from: https://piefed.world/c/ysk/p/1503393/ysk-molly-signal-fork-has-not-been-updated-since-3-months-and-is-vulnerable-to-attacks-f A…

“cross-posted from: https://piefed.world/c/ysk/p/1503393/ysk-molly-signal-fork-has-not-been-updated-since-3-months-and-is-vulnerable-to-attacks-f A…”
View Discussion & Trails → Direct Link ↗
Tiramisu Fridge AI — Make the Viral Fridge POV Tiramisu Video
▲ 0 Upvotes /domain/tiramisufridgeai.com
RANK #169 Interactive

Tiramisu Fridge AI — Make the Viral Fridge POV Tiramisu Video

Upload one photo of you, a friend or your pet and get the viral fridge POV tiramisu video: 10 seconds, vertical, ready for TikTok and Reels. No editing.

“Upload one photo of you, a friend or your pet and get the viral fridge POV tiramisu video: 10 seconds, vertical, ready for TikTok and Reels. No editing.”
View Discussion & Trails → Direct Link ↗
Models made with KerfScript
▲ 0 Upvotes /domain/kerfscript.mylasertools.com
RANK #170 Interactive

Models made with KerfScript

Browse KerfScript models for laser cutting. Customize boxes, gears, puzzles and signs, then download the source, SVG or DXF.

“Browse KerfScript models for laser cutting. Customize boxes, gears, puzzles and signs, then download the source, SVG or DXF.”
View Discussion & Trails → Direct Link ↗
Enclyra — Offline AI for your Mac
▲ 0 Upvotes /domain/enclyralabs.com
RANK #171 Interactive

Enclyra — Offline AI for your Mac

Enclyra is an offline AI system for your Mac: a local 4B model that does multi-step tasks end to end, built for 8 GB of RAM. Free core forever.

“Enclyra is an offline AI system for your Mac: a local 4B model that does multi-step tasks end to end, built for 8 GB of RAM. Free core forever.”
View Discussion & Trails → Direct Link ↗

Frequently Asked Questions

What are the best Autonomous Agents & Creative AI in 2026?

Based on Storesso community upvotes and curator audits, the top-rated Autonomous Agents & Creative AI include Top Chinese Frontier AI Models Carry the Fingerprint of Export-Controlled NVIDIA Blackwell GPUs along with AI Models Know What Women, Peace and Security Is. They Just Don't Bring It Up Unprompted. and LibreAGI. Each entry features community discussions and direct action trails.

Which Autonomous Agents & Creative AI has the highest community rating?

Top Chinese Frontier AI Models Carry the Fingerprint of Export-Controlled NVIDIA Blackwell GPUs (unemploymentlabs.com) holds the #1 ranking with 10 verified community upvotes on Storesso.

How are resources verified for Autonomous Agents & Creative AI on Storesso?

Resources are curated by verified indie specialists like @ai_curator, audited for quality and non-intrusiveness, and ranked dynamically based on reader upvotes and genuine creator discussions.

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