... Anthropic said it uncovered industrial-scale efforts by Chinese Labs ( @DeepSeek , Moonshot and @MiniMax-M2.5 ) to extract capabilities from its Claude models via distillation. According to Anthropic, the campaigns involved: 16M+ exchanges ~24,000 fraudulent accounts Proxy networks to bypass regional restrictions Targeted extraction of reasoning, coding and tool-use abilities Distillation is a common technique for training smaller models from larger ones. The controversy here is using a competitor

... caller 6. Cross-References with ref: Types Schema fields can reference other record types using the ref: prefix. This creates typed foreign-key relationships between records that the system can follow automatically. // Define a deals schema that references accounts await mnx.records.defineSchema('deals', { title: { type: 'string', required: true }, value: { type: 'number' }, stage: { type: 'string' }, account

... built SubTrackHub , a developer-first engine that connects your AWS accounts, GCP projects, and GitHub organizations to find the cost leaks that standard billing consoles miss. The problem: For most teams, cloud spend is fragmented. You have AWS instances in one tab, GitHub seats in another, and a dozen SaaS tools on different credit cards. Because the data is scattered, you miss the "sneaky" costs like idle NAT Gateways, forgotten test instances, or zombie GitHub seats for employees who left ... ... your cloud spend and SaaS seats in one view. AI-Powered Leak Detection: Moves beyond raw data. It analyzes usage patterns to tell you which resources are safe to kill. Organization-Wide Sync: One-click discovery of all accounts

... everyone! I ve been experimenting with ways to reduce fake signups and bot accounts in SaaS apps. Some approaches that have worked for me include: Detecting disposable or temporary emails Identifying VoIP or invalid phone numbers Checking IP reputation and datacenter usage Assigning a risk score to new signups to help prioritize real users I recently built a simple API to experiment with these techniques and would love feedback from other devs if you re curious. https://rapidapi.com/ghost-produ... ...

... Yesterday, I had an unpleasant experience. For a few minutes, I lost my LinkedIn community of several thousand people (TL;DR: I was falsely accused of using suspicious software). Fortunately, I got my account back but it was a strong reminder that we don t own platforms, nor our profiles on them. The only safeguards that came to mind were: Building relationships with internal employees of the platforms Growing an email list Creating a backup account

... with having to rely on cloud services that index my data, create accounts, or suffer absurd speed limits just to send a simple file or "private" message. My solution (Sync): I've spent the last few months obsessed with latency and digital sovereignty. I've built a purely peer-to-peer (P2P) communication platform. What makes Sync different? 13ms Latency: Direct browser-to-browser connection via WebRTC. Your speed is determined by your fiber optic connection, not my server. Absolute ...

... wanted to build a tool that actually solves a problem. The Truth about your Wallet:   We noticed a technical issue that bothers many users.   Wallets like Phantom automatically HIDE small balances or empty token accounts to   keep the UI clean.   But on the blockchain, truth cannot be hidden.   Those accounts

... solo creator of Kiara - The Money Manager | Budget and Expense Tracker with 100% offline, privacy first design. Kiara was born from a simple frustration: most money apps demand accounts, cloud sync, and personal data when budgeting should feel calm and private. Kiara is different: 100% offline-first No sign-ups, no cloud, no tracking Privacy by design your data never leaves your device Built to help financial discipline through simple habits I d love your feedback especially from people ...

... connect several GitHub accounts at the same time and manage all your repositories and projects in one place. It s especially useful if you work across personal projects, client work, or multiple organizations. No more logging in and out or switching contexts. Everything stays connected and ready to deploy. Happy to answer questions or hear feedback ...

... pivots, and we've finally landed on our core product that will be launching in March 2026. Customer success enablement is broken. Health scores are lying because teams are still losing customers with perfect scores. And most account managers and CSMs are managing more accounts

... comes in. But what does ACH stand for in banking, and why is it becoming such an essential tool for modern businesses? ACH stands for Automated Clearing House , which is the network that transfers money electronically between bank accounts in the United States. It s managed by Nacha, the organization that sets the rules and standards for secure ACH transactions. Because ACH moves money directly between bank accounts

... saved passwords from phones and laptops without clicks, phishing, or warnings. During Black Friday & holiday season, fake deals and free downloads infect family devices fast. One infection = every saved login stolen instantly (Instagram, Gmail, TikTok, Steam, Discord, cloud accounts). Stolen credentials are dumped and sold online within minutes. What s Happening Right Now Fake Black Friday deals spreading infostealers Holiday downloads infect family devices Saved passwords stolen with zero warnings Credentials dumped & sold instantly across multiple marketplaces ... ... Traclea Protects You Monitors your email + usernames across breach & stealer sources Detects fresh stealer logs before attackers act Sends real-time alerts when your data appears Helps individuals, families & teams stay ahead of silent account

... tools. And every year, infostealer malware spreads fastest during November December silently stealing saved logins from family devices without warnings or phishing emails. These infections grab everything stored in the browser: Instagram, Gmail, TikTok, Steam, Discord, shopping logins, cloud accounts then the credentials get dumped or sold online within minutes. Most families have no idea their accounts

... your account gets stolen without a hack: Infection You click a phishing link or download a fake mod, which secretly installs infostealer malware. Extraction The malware silently copies your saved passwords and browser cookies. Sale In seconds, attackers upload your information to the dark web ready for sale to the highest bidder. Hijack Your Instagram, Gmail, Discord, and other accounts

... Most people think their accounts get stolen because of big data breaches. But after months of monitoring dark web markets, Telegram stealer channels, and leak forums, we noticed something very different: The real problem today is infostealer malware not breaches. Stealers scrape saved passwords, session tokens, Steam/Discord/GitHub logins, and browser-stored credentials directly from infected devices. These logs spread instantly across Telegram + dark web channels, but never show up in traditional breach checkers. That gap is huge. Because if your ... ... username shows up anywhere unsafe you get alerted. Right now we re giving the first 1,000 people on our waitlist 1 month of the Individual Basic plan free. If you care about protecting your personal or business accounts

... TokenIntel via the new Trading Terminal . For any selected token and its specific pool, users can: Execute trades Track pool-level data Interact without leaving the platform This brings analysis and execution together in one seamless flow. 4 Flexible Account Creation With Built-In Wallets Users can now create accounts

... developer who enjoys building small, focused apps in my spare time. I m currently working on PageFlow, a modern iOS reading tracker that keeps everything on your device and avoids the noise of accounts, feeds, and recommendations. I started building it after getting frustrated with how much friction there is in simply tracking what you re reading. Most apps feel heavy, social, or overly gamified. I wanted something calm, fast, and private the kind of app you open ...

... Introducing.... Credicated! - The easy way to keep your credit (and debit) cards open and active to help build credit, avoid account closure, and easily nail min transaction requirements! Let me back up a bit. I opened my 1st credit card (Bank Of America) a few days after I turned 18. After having that beginner card for a few months I was able to get approved for an AmEx card, followed by Chase, CapOne and all the rest. One fine ... ... month. Another issue that I became aware of only more recently, is the difficulty in reaching 15 (or 12, etc) debit card transactions a month in order to be eligible for an increased APY rate on a savings account

... launching on Product Hunt next week. He said: We ve got a community of 500+ people. Getting Product of the Day should be easy. So I asked one question: How many of them have an active Product Hunt accounts that are at least 4 6 weeks old ? His answer: None. You can t expect to win Product Hunt with an audience that PH doesn t recognize yet. The platform values trust and authenticity and not just volume. Votes from brand ... ... inactive accounts

... highs, lows and the quiet in-betweens. Yet most services only notice when things really go wrong (like missed payments). That s why we re now exploring a direct-to-consumer version: a smarter layer on top of the accounts you already use early access to timely specialist support before stress builds optimisation of what you re already paying for - surfacing better deals, flagging unused features, and more Our approach uses open banking to detect subtle signals of change ...

... little nervous) to share MoneyMinion with you! It s a free tool I built for people who want to start investing, but have no idea where to begin. What It Does: MoneyMinion walks beginners through: The different types of accounts (Roth IRA vs

... virtual assistants or content creators asking about social media automation tools, so I thought I d share my experience with JarveePro . For those who don t know, JarveePro is a tool that helps automate tasks across multiple social media accounts perfect for virtual assistants managing clients or content creators handling personal and business profiles. Key Features: Multi-Account

... There, I'm a small entrepreneur and I face this challenge of managing my company expenses every year during the accounting time. I do it manually but most of the times, I forget to manually add the expense made for the company at the time of transaction and at the end of the year I sit for hours to track all the expenses by going through my bank accounts

... social platforms without fear of fraud. That's why we're constructing a suite of software solutions designed to safeguard social media users from fraudulent activities. Key Features: Real-Time Scam Detection: automatically scan profiles and detect suspicious accounts that might be impersonating legitimate users. Fraud Prevention Alerts: get instant notifications when interacting with accounts

... next social metaverse, Yamatrix turns complexity into simplicity. Why Yamatrix Stands Out? 1. True Device Virtualization at Scale 1000+ Isolated Android Instances per Server: Each instance has a unique device fingerprint (IMEI, GPS, sensors) and independent IP, slashing multi-account association risks for platforms like TikTok or Telegram39. AI-Powered Behavior Simulation: Mimics human interactions (random clicks, swipe speeds) to avoid bot detection on Facebook, Hinge, or e-commerce apps24. One-Click Environment Reset: Instantly refresh device fingerprints if flagged ... ... more lost accounts14