GitHub Trending
Status: ok – 5 signals
anthropics/financial-services
Reference agents, skills, and data connectors for the financial-services workflows we see most — investment banking, equity research, private equity, and wealth management.. Signal: Python; 1,343 stars today; license: Apache-2.0.
Hmbown/DeepSeek-TUI
Coding agent for DeepSeek models that runs in your terminal. Signal: Rust; 5,799 stars today; topics: cli, deepseek, llm, rust; license: MIT.
z-lab/dflash
DFlash: Block Diffusion for Flash Speculative Decoding. Signal: Python; 671 stars today; license: MIT.
InsForge/InsForge
The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end. Signal: TypeScript; topics: ai, ai-agents, coding, deno; license: Apache-2.0.
LearningCircuit/local-deep-research
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, …). 10+ search engines – arXiv, PubMed, your private documents. Everything Local & Encrypted. Signal: Python; topics: academia, anthropic, arxiv, brave; license: MIT.
Hacker News
Status: ok – 5 signals
Canvas is down as ShinyHunters threatens to leak schools’ data
Instructure’s learning management platform Canvas is down, after recently confirming a data breach and a ransom message from the ShinyHunters hacking group. HN signal: 579 points, 355 comments.
Maybe you shouldn't install new software for a bit
The source focuses on Maybe you shouldn't install new software for a bit. Use the Hacker News discussion to evaluate implementation trade-offs, failure modes, and whether practitioners found the claim convincing. Current signal: 450 points, 234 comments.
Cloudflare to cut about 20% workforce
Cloudflare to cut about 20% workforce: discussão em alta no HN (644 pontos | 402 comentários); útil para captar debate técnico e trade-offs. HN signal: 644 points, 402 comments.
Rumors of my death are slightly exaggerated
Rumors of my death are slightly exaggerated Hacker News Hacker News new past comments ask show jobs submit login Rumors of my death are slightly exaggerated 89 points by CliffStoll 1 hour ago hide past favorite 16 comments AI hallucinations are getting ambitious. HN signal: 89 points, 16 comments.
Dirtyfrag: Universal Linux LPE
oss-security – Dirty Frag: Universal Linux LPE Products Openwall GNU/ /Linux server OS Linux Kernel Runtime Guard John the Ripper password cracker Free & Open Source for any platform in the cloud Pro for Linux Pro for macOS Wordlists for password cracking passwdqc policy enforce… HN signal: 609 points, 247 comments.
Product Hunt
Status: ok – 5 signals
ElevenCreative Flows
ElevenCreative Flows is a node-based canvas for building multi-modal AI pipelines that now supports real-time collaboration. Creative teams can build, run, and review the same Flow simultaneously, with live cursor presence and shared execution across image, video, voice, and music nodes. Compare the promise against pricing, integrations, data ownership, and whether it solves a repeated workflow.
MiniMax Hub
Founded in early 2022, MiniMax is driven by the mission to 'co-create intelligence with everyone,' dedicated to advancing the frontiers of AI and achieving Artificial General Intelligence (AGI). MiniMax has independently developed a series of multimodal foundation models with powerful code and Agent capabilities, as w… Compare the promise against pricing, integrations, data ownership, and whether it solves a repeated workflow.
Radiq
PMs lose hours every week stitching signal from Slack, Jira, Confluence, and meetings. Not deciding. Just chasing context, citing evidence, and rewriting specs engineers question anyway. Radiq runs the customer-to-code loop on autopilot: surface the decision, prioritize by evidence, generate a developer-ready spec gro… Compare the promise against pricing, integrations, data ownership, and whether it solves a repeated workflow.
Contral
Contral: The agent which teaches while you build. Compare the promise against pricing, integrations, data ownership, and whether it solves a repeated workflow.
RNDA
RNDA is a data protocol where raw input is encoded to 256 bytes and permanently discarded. Not encrypted — gone. The data can't be breached because it doesn't exist. Proven across 31 data types: genomics (140,835x), quantum circuits on IBM hardware (351,939x), medical imaging, AV sensors, oil & gas. SSL made unencrypt… Compare the promise against pricing, integrations, data ownership, and whether it solves a repeated workflow.
Hugging Face Trending
Status: ok – 5 signals
SulphurAI/Sulphur-2-base
An uncensored video generation model based on LTX 2.3 supporting both t2v and i2v natively, as well as all of the other ltx 2.3 formats.. Signal: text to video, 92968 downloads, 398 likes.
deepseek-ai/DeepSeek-V4-Pro
DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence. Signal: text generation, 1061344 downloads, 3734 likes.
Zyphra/ZAYA1-8B
ZAYA1-8B is a small mixture of experts language model with 760M active parameters and 8.4B total parameters trained end-to-end by Zyphra. Signal: model, 6810 downloads, 222 likes.
openai/privacy-filter
OpenAI Privacy Filter is a bidirectional token-classification model for personally identifiable information (PII) detection and masking in text. Signal: token classification, 173110 downloads, 1354 likes.
SeeSee21/Z-Anime
🎌 Z-Anime Full Anime Fine-Tune on Z-Image Base. Signal: image generation, 5077 downloads, 229 likes.
Community Pulse
Status: ok – 10 signals
Can we ban "I built …. " posts?
Can we ban "I built …. " posts? is drawing discussion in r/devops. Engagement is measurable (score: 476, comments: 114, ranking score: 1066). Highlights engineering productivity, reliability, and automation signals.
How much personal info will be leaked by the recent Canvas hack??
How much personal info will be leaked by the recent Canvas hack?? is drawing discussion in r/cybersecurity. Engagement is measurable (score: 370, comments: 302, ranking score: 1042). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Shinyhunters and Canvas
Shinyhunters and Canvas is drawing discussion in r/cybersecurity. Engagement is measurable (score: 306, comments: 377, ranking score: 989). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Hackers deface school login pages after claiming another Instructure hack
Hackers deface school login pages after claiming another Instructure hack is drawing discussion in r/cybersecurity. Engagement is measurable (score: 247, comments: 58, ranking score: 552). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Anthropic just partnered with SpaceX and doubled Claude Code rate limits effective today
Anthropic just partnered with SpaceX and doubled Claude Code rate limits effective today is drawing discussion in r/artificial. Engagement is measurable (score: 201, comments: 81, ranking score: 483). Signals what AI users and builders are debating now.
Reported a Broken Access Control bug to Instructure via bugcrowd 11 months ago, and also sent directly to canvas and instructure since I didn’t really care about the bounty. It wa…
Reported a Broken Access Control bug to Instructure via bugcrowd 11 months ago, and also sent directly to canvas and instructure since I didn’t really care about the bounty. It wa… is drawing discussion in r/cybersecurity. Engagement is measurable (score: 231, comments: 10, ranking score: 472). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Canvas is down as ShinyHunters hack forces outage
Canvas is down as ShinyHunters hack forces outage is drawing discussion in r/cybersecurity. Engagement is measurable (score: 165, comments: 20, ranking score: 350). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
What’s the “unsexy” problem in cyber that’s actually a total disaster?
What’s the “unsexy” problem in cyber that’s actually a total disaster? is drawing discussion in r/cybersecurity. Engagement is measurable (score: 103, comments: 138, ranking score: 344). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Has anyone here actually built their own email infrastructure?
Has anyone here actually built their own email infrastructure? is drawing discussion in r/devops. Engagement is measurable (score: 78, comments: 168, ranking score: 324). Highlights engineering productivity, reliability, and automation signals.
Americans sentenced for running 'laptop farms' for North Korea
Americans sentenced for running 'laptop farms' for North Korea is drawing discussion in r/cybersecurity. Engagement is measurable (score: 153, comments: 16, ranking score: 322). May flag operational security risks, techniques, or defensive debates. Verification status: community signal, not externally confirmed.
Security Radar
Status: ok – 2 signals
New breach: Zara was named as a ShinyHunters victim last month, after which data containing 197k unique email addresses…
Security chatter around New breach: Zara was named as a ShinyHunters victim last month, after which data containing 197k unique email addresses… is currently an unconfirmed X/Twitter lead. Use it for monitoring only until a vendor advisory, CISA/NVD entry, or reputable security report confirms the details; verification status: unconfirmed.
This is turning into a massive incident ┌─ QT @AUCyberSecCoord: │ The Canvas learning management system impacted by a cyber incident is currently offline, affecting a large number…
Security chatter around This is turning into a massive incident ┌─ QT @AUCyberSecCoord: │ The Canvas learning management system impacted by a cyber incident is currently offline, affecting a large number… is currently an unconfirmed X/Twitter lead. Use it for monitoring only until a vendor advisory, CISA/NVD entry, or reputable security report confirms the details; verification status: unconfirmed.
Influencer Radar
Status: ok – 9 signals
Putting #AI to work: The latest from MIT Sloan Management Review by Brian Eastwood @MITSloan Learn more: #MachineLearning #ArtificialIntelligence #ML
Public X/Twitter monitoring surfaced a signal from @Ronald_vanLoon about Putting #AI to work: The latest from MIT Sloan Management Review by Brian Eastwood @MITSloan Learn more: #MachineLearning #ArtificialIntelligence #ML. Use it as an influence and attention signal, then verify product launches, benchmarks, incidents, or numbers against primary sources.
“The world we live in today – truth is becoming more difficult often to prove.
@dinisguarda is contributing a visible social signal: “The world we live in today – truth is becoming more difficult often to prove. I can't tell you how many people I've met that have been fooled by some sort of AI. Having blockchain gives you some capabilities to help differentiate the true from the false – what's been hallucinated or perhaps maliciously produced.” – @…. Use it to spot attention shifts, then verify claims, launches, benchmarks, or incident details against primary sources.
📍 AI autonomy is not a capability curve.
@dinisguarda is contributing a visible social signal: 📍 AI autonomy is not a capability curve. It is a control trade-off most organizations avoid. As recent analysis highlig…. Use it to spot attention shifts, then verify claims, launches, benchmarks, or incident details against primary sources.
🇨🇭How neobanking reached mainstream adoption in #Switzerland: Of the #neobanks' nearly 2.3 million customers, #Revolut, @Yuh_…
Public X/Twitter monitoring surfaced a signal from @dinisguarda about 🇨🇭How neobanking reached mainstream adoption in #Switzerland: Of the #neobanks' nearly 2.3 million customers, #Revolut, @Yuh_…. Use it as an influence and attention signal, then verify product launches, benchmarks, incidents, or numbers against primary sources.
OpenAI released three new realtime voice models in the API (with voice updates in ChatGPT still being worked on), the Trusted Contact safety feature in ChatGPT, GPT-5.5-Cyber for….
@btibor91 is contributing a visible social signal: OpenAI released three new realtime voice models in the API (with voice updates in ChatGPT still being worked on), the Trusted Contact safety feature in ChatGPT, GPT-5.5-Cyber for defenders, an ads pilot update, and a Codex Chrome extension – GPT-Realtime-2 launched as the first voice model with GPT-5-class reasoning,…. Use it to spot attention shifts, then verify claims, launches, benchmarks, or incident details against primary sources.
It took a few more weeks ┌─ QT @btibor91: │ At the OpenAI Frontiers event in London this week, OpenAI demoed a new bidirectional speech model that was post-trained on translation….
@btibor91 is contributing a visible social signal: It took a few more weeks ┌─ QT @btibor91: │ At the OpenAI Frontiers event in London this week, OpenAI demoed a new bidirectional speech model that was post-trained on translation data and can translate what you say into another language in real-time while you're still talking by waiting for complete verbs instead of g…. Use it to spot attention shifts, then verify claims, launches, benchmarks, or incident details against primary sources.
So, the weekly rate limits remain the same?
@btibor91 is contributing a visible social signal: So, the weekly rate limits remain the same? "First, we’re doubling Claude Code’s five-hour rate limits for Pro, Max, Team, and seat-based Enterprise plans." ┌─ QT @claudeai: │ Effective today, we are: │ │ 1) Doubling Claude Code’s 5-hour rate limits for Pro, Max, and Team plans; │. Use it to spot attention shifts, then verify claims, launches, benchmarks, or incident details against primary sources.
📰 From Org Chart to Work Chart: Where AI Value Really Comes From
Public X/Twitter monitoring surfaced a signal from @KieranGilmurray about 📰 From Org Chart to Work Chart: Where AI Value Really Comes From. Use it as an influence and attention signal, then verify product launches, benchmarks, incidents, or numbers against primary sources.
AI is exceptional when used correctly but it is not magic!
Public X/Twitter monitoring surfaced a signal from @KieranGilmurray about AI is exceptional when used correctly but it is not magic!. Use it as an influence and attention signal, then verify product launches, benchmarks, incidents, or numbers against primary sources.
Trend Brief
Status: ok – 8 signals
The Anti-AI Data Center Rebellion Keeps Growing Bigger – Public support for AI infrastructure has fallen sharply across party lines
Americans are turning against AI data centers over rising energy costs, tax breaks, and layoffs. Discover what’s driving the backlash. Trend signal: Trend Brief, Reddit/r/technology, score: 4915, comments: 183, rank_score: 10013.
Hyundai Reportedly Demanding ‘Tens of Thousands’ of Boston Dynamics Robots ASAP
Ex-employees from Boston Dynamics say the board is frustrated by delays as competitors nip at its heels. Trend signal: Trend Brief, Reddit/r/Futurology, score: 4658, comments: 475, rank_score: 9791.
Chinese Courts Rule Companies Cannot Fire Workers Simply to Replace Them With AI
Chinese Courts Rule Companies Cannot Fire Workers Simply to Replace Them With AI – Judges classify AI adoption as a controllable business strategy rather than an unavoidable disruption, shielding employees from automation-driven layoffs. Trend signal: Trend Brief, Reddit/r/Futurology, score: 4058, comments: 112, rank_score: 8228.
Cloudflare lays off 1,100 people
Building for the future Building for the future 2026-05-07 Matthew Prince Michelle Zatlyn 3 min read This afternoon, we sent the following email to our global team. Trend signal: Trend Brief, Reddit/r/technology, score: 3601, comments: 251, rank_score: 7453.
AI swarms could hijack democracy without anyone noticing | AIs are becoming so realistic that they can infiltrate online communities and subtly steer public opinion. Unlike tradit…
AI-powered personas are becoming so realistic that they can infiltrate online communities and subtly steer public opinion. Unlike traditional bots, they adapt, coordinate, and refine their messaging at a massive scale, creating a false sense of consensus. Early warning signs—like deepfakes and fake news networks—have… Trend signal: Trend Brief, Reddit/r/Futurology, score: 3209, comments: 276, rank_score: 6694.
Texas Instruments made a new flagship graphing calculator: the TI-84 Evo
There's nothing here to distract you other than "58008.". Trend signal: Trend Brief, Reddit/r/gadgets, score: 2679, comments: 430, rank_score: 5788.
Apple appears to have discontinued its cheapest Mac mini
The compact desktop Mac now starts at $799 and comes with 512GB of storage. Trend signal: Trend Brief, Reddit/r/gadgets, score: 2591, comments: 199, rank_score: 5381.
Microsoft made Copilot a co-author on every VS Code project, reverted after developers revolted
Community trend signal from a technology subreddit. Measured attention: score: 2601, comments: 124, ranking score: 5326. Read the source to separate durable signal from short-lived attention.
Lobste.rs
Status: ok – 5 signals
Dirty Frag: Universal Linux LPE
oss-security – Dirty Frag: Universal Linux LPE Products Openwall GNU/ /Linux server OS Linux Kernel Runtime Guard John the Ripper password cracker Free & Open Source for any platform in the cloud Pro for Linux Pro for macOS Wordlists for password cracking passwdqc policy enforce… Lobste.rs signal: 73 points, 24 comments, linux, security.
jj v0.41.0 is out
A Git-compatible VCS that is both simple and powerful – Release v0.41.0 · jj-vcs/jj. Lobste.rs signal: 50 points, 16 comments, release, vcs.
Ploopy Bean – external trackpoint
Bean – Ploopy The most sensitive Bean there is. Lobste.rs signal: 43 points, 19 comments, hardware.
Why Don’t Lowercase Letters Come Right After Uppercase Letters in ASCII?
Why Don’t Lowercase Letters Come Right After Uppercase Letters in ASCII? Lobste.rs signal: 24 points, 2 comments, historical, programming.
AI Slop is Killing Online Communities
AI Slop is Killing Online Communities AI Slop is Killing Online Communities 06 May 2026 by · Rant , AI at Table of Contents Rant AI Like a young child coming home from kindergarten with their latest crayon scrawls, the internet is currently awash with people sharing their AI-gen… Lobste.rs signal: 39 points, 44 comments, vibecoding.
Dev.to
Status: ok – 5 signals
Congrats to the OpenClaw Challenge Winners!
The results are in! We are thrilled to announce the winners of the OpenClaw Challenge. Over the past… Dev.to signal: 52 reactions, 14 comments, devchallenge, openclawchallenge, openclaw, ai.
Local Testing of a Multi-Agent System with Memory
In support of our mission to accelerate the developer journey on Google Cloud, we built Dev Signal: a… Dev.to signal: 17 reactions, 1 comment, ai, googlecloud, agents, python.
Designing a team of agents
I continue to experiment with AI in the context of software engineering. I'm fortunate that my team… Dev.to signal: 16 reactions, 6 comments, agents, agentskills, ai.
How a Hackathon Will Teach a New Developer What a Year of Tutorials Can't
TL;DR- A hackathon compresses what would take months of solo learning into a single weekend…. Dev.to signal: 21 reactions, 1 comment, career, careerdevelopment, learning, hackathon.
I Replaced My $500 GPU with a $75 Raspberry Pi: How Gemma 4 Makes Computer Vision 10x Cheaper
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 I Replaced My $500 GPU… Dev.to signal: 16 reactions, 1 comment, gemma, gemmachallenge, computervision, devchallenge.