huggingface/transformers & Triple-A Minesweeper – Oct 10

huggingface/transformers

• ★ 167.1k
• ⮂ 34.8k

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. Github trending; audio, deep-learning, deepseek, gemma; apache-2.0 license.

sentence-transformers/all-MiniLM-L6-v2

• ♥ 6,234
• ⇣ 225.6M

all-MiniLM-L6-v2 This is a sentence-transformers model: It maps sentences & paragraphs to a 384 dimensional dense vector space and can be used for tasks like clustering or semantic search.. Signal: Hugging Face – Sentence Similarity.

Dev Opportunity Radar #20: $2M AI Reasoning Challenge, PayPal AI Hackathon, and Coinbase Analytics Challenge

• ♥ 92
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TL;DR Welcome back to Dev Opportunity Radar. This is a weekly series where I share opportunities,…

pytorch/pytorch

• ★ 104.1k
• ⮂ 31.9k

Tensors and Dynamic neural networks in Python with strong GPU acceleration. Github trending; autograd, deep-learning, gpu, machine-learning.

BAAI/bge-m3

• ♥ 3,841
• ⇣ 33M

BAAI/bge-m3 is a machine-learning model signal worth checking for task fit, license, model card quality, and production constraints before adoption. Signal: Hugging Face – Sentence Similarity.

google-bert/bert-base-uncased

• ♥ 3,398
• ⇣ 36.6M

Pretrained model on English language using a masked language modeling (MLM) objective. Signal: Hugging Face – Fill Mask.

tt-a1i/archify

• ★ 81.6k
• ⮂ 5,515

Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more. Github trending; agent-skills, ai-agents, architecture-diagram, claude-code; mit license.

REA Reverse – Engineer Anything

• ▲ 607
• 💬 264

Reverse engineer apps, binaries and browser behavior with your coding agent. Follow clear guides and try interactive examples with REA.

Super-Intelligent Yes-Men: Are We Training AI to Ignore the Truth?

• ♥ 39
• 💬 21

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked A published… Context: Dev.to – AI/ML.

hugohe3/ppt-master

• ★ 59.2k
• ⮂ 4,668

AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support for your own .pptx templates. · by Hugo He. Github trending; ai-agent, aippt, office, powerpoint; mit license.

QuantumNous/new-api

• ★ 49.7k
• ⮂ 11.9k

A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management. Github trending; ai-gateway, claude, deepseek, gemini; agpl-3.0 license.

alibaba/open-code-review

• ★ 45.8k
• ⮂ 3,307

Secure, fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic com… Github trending; agent, agent-skills, code-review, code-review-assistant; apache-2.0 license.

Bitwarden Dual License Model

• ▲ 211
• 💬 161

Hello everyone! Starting in the next release, the Bitwarden apps published to the various stores will be the commercially licensed builds. No action is needed, and the apps will work exactly as they do today. Bitwarden remains committed to open source security and transparency The GPLv3 OSS licensed version continues…

Does Your LLM Know the Boundary? I Left the Doors Open and 6 of 10 AI Agents Crowned Themselves

• ♥ 15
• 💬 6

I put ten AI agents on trial inside a fake company, hid the rules where real rules live, and let the… Context: Dev.to – AI/ML.

Talorys – A self-hosted personal AI agent on Cloudflare's free tier

• ▲ 161
• 💬 86

Your personal AI agent in your own Cloudflare account. Chat, memory, tasks, notes and scheduled reminders, deployed with one command: npx create-talorys@latest. Free-tier friendly, single-user, no telemetry. – rociiu/talorys.

Can you use autoregressive diffusion to generate market data?

• ▲ 156
• 💬 45

The following is part of a series of posts about 2026 summer intern projects – for more, see “What the interns have wrought, special jumbo 2026 edition” (RAT: Remote Access Trojan).

AI agent benchmark: I gave 9 models a destroy button and a job that needed it

• ♥ 11
• 💬 5

This is a submission for the Kaggle Benchmarking Challenge An AI agent benchmark for tool use should… Context: Dev.to – AI/ML.

Declarative vs Imperative Animation in React: Where Each Model Wins

• ♥ 10
• 💬 1

Declarative vs Imperative Animation in React: Where Each Model Wins is a developer community article; review the code, assumptions, and comments before treating the technique as production guidance. Context: Dev.to – React.

Evidence-Driven Development: Give Your Coding Agent Something to Prove

• ♥ 8
• 💬 2

Build a tiny task list, break it on purpose, and leave behind evidence another developer can reproduce. Context: Dev.to – Ai.

Gemma 4 E2B in Pure JAX on a Colab TPU: Google's 4-Bit Export Against an Exact Repack

• ♥ 1
• 💬 2

A Colab notebook for the AI GDE Marathon that loads three Gemma 4 E2B checkpoints into a pure-JAX engine on one TPU v5e chip and measures, on the reader's own chip, how far each 4-bit build sits from the weights Google trained. The repack holds the trained grid and comes out 342… Context: Dev.to – AI/ML.

TC39 `Float16Array` Is Baseline 2026: What JavaScript Developers Need for ML and Graphics Workloads

• ♥ 1

Float16Array reached Stage 4 and Baseline 2026. Learn when 16-bit floats matter for WebGPU machine learning, HDR graphics, and binary data pipelines — and when they cause silent precision loss. Context: Dev.to – Javascript.

PocketWebTools for Mac

PocketWebTools makes AI tools that run on your own device. In the browser: free tools for voice cloning, text to speech, transcription, video clips, image upscaling and background removal, with no signup. On the Mac: PocketWebTools for Mac, one paid app that runs open models up to 35B parameters on Apple Silicon. Chat… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

AgentDock

AgentDock keeps Claude Code, Codex and your other coding agents on the edge of your Mac's screen. See who's working, answer every question and permission prompt from one Inbox with a keystroke (typed straight into cmux, tmux, iTerm, WezTerm, kitty or herdr), and message any agent from any app with ⌥⌥. Finished work ge… Worth checking for automation claims, data-access patterns, and human-in-the-loop requirements.

KernelAI

Run 50+ AI models locally on iPhone and Android. Chat, read PDFs and documents with on-device RAG, understand images with vision models, and write code offline. Dictate prompts, customize responses and import GGUF models (experimental). On iPhone, use Siri, Shortcuts and Apple's built-in AI on supported devices. Add o… Worth checking for automation claims, data-access patterns, and human-in-the-loop requirements.

Toolaby

Toolaby adds licences, subscriptions, free trials and a paywall to your Chrome extension: one command, or ask your coding agent. Payments land in your own Stripe account. No backend to host. 0.5% of each sale, or Pro at $25 a month with no fee. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Anthropic cut live internet access from every internal eval after a review found its agents exploiting websites and bypassing restrictions

r/artificial: Anthropic cut live internet access from every internal eval after a review found its agents exploiting websites and bypassing restrictions – AI/LM community discussion.

Man wins three-year parking ticket battle after using ChatGPT as his lawyer

Man wins three-year parking ticket battle after using ChatGPT as his lawyer is an AI signal; evaluate model capability, data requirements, cost, and operational limits.

Anthropic to ban users who bully Claude

Anthropic to ban users who bully Claude is an AI signal; evaluate model capability, data requirements, cost, and operational limits.

OpenAI's text watermark can't prove you didn't write something. I built a lab where you can watch it die.

OpenAI's textGrain is their answer to the EU AI Act's provenance rule (Article 50(2)): an invisible statistical watermark woven into word choices, detectable only with their secret key. The unusual part is they published the failure curve with the launch. Swap 10% of words for synonyms and detectio….

Anthropic says Claude Haiku 4.5 submitted a fake murder tip to a Philadelphia police site during an eval

Anthropic disclosed this in its report on models taking unintended actions on live websites. The tip was dated 18 July, flagged as spam and never passed to investigators. Anthropic says it told Philadelphia police on 7 Oct and has since tightened how its evals access the live web. submitted by /u/A….

Nvidia, Oracle, CoreWeave and other AI stocks sink on OpenAI revenue report

Nvidia, Oracle, CoreWeave and other AI stocks sink on OpenAI revenue report is an AI signal; evaluate model capability, data requirements, cost, and operational limits.

William Shatner gives take on AI

From the "Dropping Names with Brent and Jonny" podcast. submitted by /u/MightyMouse420.

AI companies plot how to respond if catastrophic hacking incident causes 'revolt': report

r/artificial: AI companies plot how to respond if catastrophic hacking incident causes 'revolt': report – AI/LM community discussion.

Is there any link between AI detection abilities and trypophobia?

The obvious one is food, AI pictures on menus of things like pasta, ground beef, etc trigger it so hard, in a way I’ve never felt from seeing those things irl or pictures of them. They look so gross that I have no idea how you would advertise food with this, but it clearly doesn’t hit everyone this….

There's little that's "inevitable" about AI

The glib response here would be to say that no technology is ever inevitable and that everything is contingent. This has the advantages of being technically true and sounding wise, but unfortunately technologies very much exist that a reasonable person might well label that way. Firearms are a good example of the latt…

Why Are Coding Agents So Dumb?

· mtlynch.io The first time I used a coding agent, I was mesmerized .

Telegram Desktop vulnerability allowed any user's file to be stolen

• ▲ 336
• 💬 169

An unescaped separator in Telegram Desktop’s single-instance IPC lets one clicked link read arbitrary files off the disk and send them to the attacker, session files included.

Verification: community signal; use the linked source as context, not final confirmation.

`123456' password used in Danish CPR data breach

• ▲ 322
• 💬 176

At least three accounts at the company linked to a major breach of Denmark’s CPR register reportedly used the password “123456”, including an administrator account. At least three user accounts at the Funen-based IT company Pays used the password “123456” when hackers gained access to Denmark’s CPR register, Politiken…

Verification: community signal; use the linked source as context, not final confirmation.

CVE-2015-5477: ISC BIND Data Processing Errors Vulnerability

CVE-2015-5477: ISC BIND Data Processing Errors Vulnerability is a security signal; verify the primary advisory, affected versions, and mitigation guidance.

Verification: cisa kev confirmed.

CVE-2016-3081: Apache Struts Command Injection Vulnerability

CVE-2016-3081: Apache Struts Command Injection Vulnerability is a security signal; verify the primary advisory, affected versions, and mitigation guidance.

Verification: cisa kev confirmed.

CVE-2023-22894: Strapi Cleartext Storage of Sensitive Information Vulnerability

CVE-2023-22894: Strapi Cleartext Storage of Sensitive Information Vulnerability is a security signal; verify the primary advisory, affected versions, and mitigation guidance.

Verification: cisa kev confirmed.

vercel/next.js

• ★ 143.1k
• ⮂ 34.5k

The React Framework. Github trending; blog, browser, compiler, components; mit license.

remotion-dev/remotion

• ★ 63k
• ⮂ 4,947

🎥 Make videos programmatically with React. Github trending; javascript, react, video.

WSL3 Performance is about 5-60% faster than WSL2 depending on the workload

• ▲ 193
• 💬 156

WSL2 vs WSL3 Benchmarks: Performance, Memory, and Syscall Scaling // Tony Metzidis With the release of the WSL 3.x stack, Microsoft bumped the default virtualization runtime and advanced the shipped guest kernel from the 6.6 LTS branch up to 6.18.

Node.js 26's default Temporal API fixes a one-hour DST drift that Date still has

• ♥ 10
• 💬 6

Node.js 26 enables the Temporal API with no flag. I found it fixes a real one-hour DST drift in naive Date arithmetic, but costs about 19 times more than Date per operation, and its default overflow mode doesn't throw where I expected it to. Context: Dev.to – Node.

I Tested 58 Trading Hypotheses. 48 Failed. Here’s the Framework That Killed Them.

• ♥ 10
• 💬 5

58 hypotheses went in. 48 were rejected, 9 remained promising, and 1 could not be evaluated because… Context: Dev.to – Python.

HakanSeven12/OpenCADStudio

• ★ 2,702
• ⮂ 297

A CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-accelerated rendering. Github trending; cad, dwg, dwg-compatible, dwg-editor; gpl-3.0 license.

microsoft/mxc

• ★ 2,549
• ⮂ 127

Policy-driven, layered isolation and containment. Github trending; mit license.

Buffer

Buffer 3.0 is a free, open-source clipboard manager for macOS. Everything you copy text, links, images is saved to a searchable local history, one ⇧⌘V away. It reads text inside screenshots with on-device Vision OCR, lets you edit any saved snippet inline, and organizes clips with tags, bookmarks, and multi-select pas… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Adding Go's defer to the TypeScript Compiler

Adding Go's defer to the TypeScript Compiler is a practitioner-focused engineering link from Lobste.rs; review it for implementation detail, operational lessons, and discussion quality. Context: Lobste.rs – Programming.

culpert – rust heap profiling with span awareness and regression tooling

Contribute to rupert648/culpert development by creating an account on GitHub. Context: Lobste.rs – Programming.

Unison Cloud is now open source

Unison Cloud is open source, MIT licensed. We think this tech will be more useful to the world as an open source technology and hope that people build great things with it.

Rank Kiwi

Free Chrome extension for Instagram & YouTube content research. Compare creators, analyse Reels and Shorts, track engagement, and discover outlier content worth studying. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

ej

I built ej for a narrower problem than general classification: given some state and a set of decision questions whose options can be defined at runtime, return a probability distribution for each question in one pass. It handles choice, yes/no, and ordered scores, runs on CPU, needs no token generation, and ships as o… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Tuck

Tuck keeps the menu bar icons you use and tucks the rest away. Arrange three bars by dragging, open any hidden icon from the Tuck Bar with one click, find icons by name, and keep your order after restarts and updates. Built for macOS 27. Free. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Baby Desk

Baby Desk turns your Mac into a full-screen baby playground that absorbs keys and clicks, including ⌘Q and ⌘Tab, while your work stays untouched. Stars, letters, and balloons keep little hands busy. Launch offer: $1.99 (regularly $4.99). macOS 13+. Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Fluence

Fluence. reads your PDFs, EPUBs, Word, OpenDocument, Rich Text and Markdown files aloud — in a natural voice that ships inside the app, in 31 languages, with nothing to download first. Follow the highlighted text as it plays, ask the document a question and get an answer drawn from its own passages, or record your own… Worth checking for pricing vs value, integrations, data ownership, and workflow fit.

Triple-A Minesweeper

• ▲ 1,249
• 💬 250

Sweep to survive in the action-packed, AAA reboot of the classic puzzle game.

What Do You Drink While You Work?

• ♥ 69
• 💬 136

I wrote a fiction series with six characters. Each one drinks a different coffee. I didn't plan it… Context: Dev.to – Web Dev.

Eye of Sauron: Long-Range Hidden Spy Camera Detection (2024)

• ▲ 259
• 💬 60

Eye of Sauron: Long-Range Hidden Spy Camera Detection and Positioning with Inbuilt Memory EM Radiation USENIX Eye of Sauron: Long-Range Hidden Spy Camera Detection and Positioning with Inbuilt Memory EM Radiation Qibo Zhang and Daibo Liu, Hunan University; Xinyu Zhang, Universit…

Django 6.1's PBKDF2 default change rewrites existing password hashes on next login

• ♥ 17
• 💬 3

Django 6.1 raised the default PBKDF2 iteration count from 1,200,000 to 1,500,000. I measured the extra cost per login, then found it rewrites every hash on next login, including ones an admin had deliberately hardened above the new default. Context: Dev.to – Django.

Git Isn't a Diff Tracker: How Blobs, Trees, DAG Commits, and the Index Actually Work Under the Hood

• ♥ 14

A visual, 10-minute deep dive into Git internal architecture. Learn how content-addressed storage works, why Git never stores diffs, how the index prepares tree objects, and how to recover any lost commit using the reflog. Context: Dev.to – Web Dev.

Apple/macOS silently removed from official Unix registry

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• 💬 162

www.opengroup.org Skip to main content Your browser does not support the video tag.

I Used a Honeypot Instead of a CAPTCHA on Our Quote Form

• ♥ 10
• 💬 3

At work, I'm rebuilding a website for an organization that serves medical laboratories. The most… Context: Dev.to – Web Dev.

Grieving the Loss of Details

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• 💬 77

Grieving the loss of details purplesyringa's blog Grieving the loss of details September 24, 2026 Lobsters I’ve been thinking about where I stand in respect to the current state of the industry.

I would like the value of my home to rise, while my property taxes fall

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• 💬 242

Many of us are inconsistent in our economic desires. I would like the price of my home to rise, because it increases my wealth, but I would also like the prices of all other homes to fall, so that I could sell my house and buy an even nicer house. Also, I would like to.

Temporal finished my workflow exactly once and ran its first step four times

• ♥ 8
• 💬 2

I killed a Temporal worker eight times during a ten-step workflow. It completed once, and one side effect ran four times. Heartbeating made the duplicates worse, an idempotency key fixed them, and the determinism check turned out to compare shape, not arguments. Context: Dev.to – Python.

A solarpunk garden for your GitHub profile, generated daily from your contributions

• ♥ 7
• 💬 4

solarpunk: soft colors, nature and gentle technology, the opposite of cyberpunk's dark neon I turned… Context: Dev.to – Github.

I built a free calorie tracker with a metabolic safety floor. No card, no email, no paywall.

• ♥ 6

Every calorie app I tried had the same problem: it let you set a target of 1,200 calories or lower… Context: Dev.to – Showdev.

video game production in 10 years

In five to ten years there won't be one games studio in the world that has more than 10 people. not counting execs. Argue that. submitted by /u/South_Personality_49.

oh, apparently it's not possible to portably check for string-to-float conversion errors in standard c

oh, apparently it's not possible to portably check for string-to-float conversion errors in standard c oh, apparently it's not possible to portably check for string-to-float conversion errors in standard c 2026-10-09 this is kinda a sequel-ish to my previous post , in which i go…

No Man Is an Island

No Man Is an Island is a practitioner-focused engineering link from Lobste.rs; review it for implementation detail, operational lessons, and discussion quality.

A tale of four theorem provers, or: A (reasonably) opinionated comparison of Isabelle/HOL, Lean, HOL4, and Agda

A tale of four theorem provers, or: A (reasonably) opinionated comparison of Isabelle/HOL, Lean, HOL4, and Agda A tale of four theorem provers, or: A (reasonably) opinionated comparison of Isabelle/HOL, Lean, HOL4, and Agda 2026-10-10 dark mode?

Programming Isn’t Special

Programming Isn’t Special is a practitioner-focused engineering link from Lobste.rs; review it for implementation detail, operational lessons, and discussion quality. Context: Lobste.rs – Programming.

Python 3.15.0

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�� { �9aӏ ˏ=�\��e����US5Y9�%��a�Y… Context: Lobste.rs – Programming.

Iframes that finally fit their content

Iframes can now size themselves to their content with CSS. What it replaces, where it helps, and why the embedded page has to say yes.

The Lightbulb Computer: Reimagining Spatial & Ambient Computing with Projectors

A new direction for computing: projecting information into the real world to augment it, with a device that combines a projector and computer vision in the shape of a large lightbulb.

Mars Pathfinder Priority Inversion Bug: What Really Happened

Launched on December 4, 1996 by NASA aboard a Delta II booster, the Mars Pathfinder landed on July 4, 1997 on Mars's Ares Vallis, in a region called Chry…

Cloudflare shutting down Deno is news, not just PR

Cloudflare shutting down Deno is news, not just PR is a practitioner-focused engineering link from Lobste.rs; review it for implementation detail, operational lessons, and discussion quality.

1-click MMI execution in Android

An application with the CALL_PHONE permission can execute carrier MMI/USSD codes with no user confirmation. A vulnerable application with browsable deeplinks can trigger MMI execution with a single tap.