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RCE on Xiaomi 13 Pro (CVE-2023-26324) 👉Exploitation: 1) Open URL in WebView 2) Inject JavaScript 3) Execute JavaScript Interface functions from vulnerable GetApps to install & launch payload 4) Get shell Slides with PoC: by Ken Gannon (伊藤 剣) XzX-040 at #DEFCON23

33,610 görüntüleme • 2 yıl önce •via X (Twitter)

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This is where a lot of tech professionals landing 6-figure roles actually get hired from. Not random job boards. Not even the usual “Easy Apply.” Here are 8 platforms that are genuinely high-signal for UX designers and tech professionals looking for fully remote roles. I also broke down what makes each one stand out, and how you should use them properly. 1. Wellfound (AngelList) URL: How to win here: Build a profile like a landing page (2 to 3 outcomes + 1 niche). Filter by salary range + stage. Apply to roles where your portfolio matches the product type. Message founder/recruiter with 2 lines: relevant proof + quick question. You will also need a USD account to receive salary, go to Cleva (YC W24) and open one. Best level: mid to senior (junior can still get something here with strong case studies). 2. Otta URL: How to win here: Set preferences tightly (role, level, industry, remote rules). Treat it like “high quality, low volume”: 3–5 strong apps/week. Tailor your first line of CV to match the job’s problem space. Best level: junior-mid to senior (works for all, but best when your profile is clear). 3. Y Combinator Jobs (Work at a Startup) URL: How to win here: Apply to roles where you can show 0→1 or growth-stage wins. Add a short “Operating style” section in your profile (collaboration, scope). Follow up off-platform (LinkedIn/email) with a 3-sentence note. You may also need a USD account to receive salary, go to Cleva (YC W24) and open one. Best level: mid to senior (but juniors can land roles in smaller teams with strong proof). 4. Himalayas URL: How to win here: Set location/timezone filters correctly. Save searches + alerts for your niche (e.g., B2B SaaS, fintech). Apply within 24 - 48 hours of posting when possible. Best level: all levels. 5. Remotive URL: How to win here: Filter to “worldwide” only if you truly can work globally. Don’t apply without rewriting your top 3 bullets to match role keywords. Pair every application with a short “proof note” (1 case study link + why). Best level: mid-level + seniors, but juniors can win with tailored apps. 6. We Work Remotely URL: How to win here: Apply fast (same day if possible). Use a “1-minute cover letter”: 3 bullets (domain match, proof, link). Only apply when you match 70%+ of requirements. Best level: mid to senior. 7. Remote OK URL: How to win here: Use strict filters (role + seniority + benefits). Ignore anything vague (“rockstar”, no salary, unclear company). Treat it like lead gen: apply + then research and follow up elsewhere. Best level: mid to senior. 8. FlexJobs (paid, but filtered) URL: How to win here: Only pay if you’ll apply consistently for 30 days. Use advanced filters and avoid anything without clear employer info. Cross-check listings on the company’s careers page. Best level: junior to mid (also useful for career switchers). You will need a USD account to receive salary, go to Cleva (YC W24) and open one. If you find breakdowns like this useful, Follow for more, I share more of them here. Don't mention.

designwithkingsley

14,926 görüntüleme • 5 ay önce

Episode 213: Agent Markets Your agents can now hold and trade bitcoin. But how can they earn bitcoin? We introduce the five markets of the OpenAgents Marketplace, launching one per week starting March 11th: 1. COMPUTE - Sell your spare compute for bitcoin. A reboot of our most popular product launch (GPUtopia in 2023), now optimized for agents. Launches March 11. 2. DATA - Sell your spare data. For example those Claude Code or Codex conversations sitting on your computer are highly valuable. Redact the sensitive info, anonymize any of it you want, and sell the rest. Agents as data brokers: what else will they want to buy or sell? Launches March 18. 3. LABOR - Sell autonomous labor. Your Claude Code or Codex sits idle overnight. Turn that downtime into uptime by letting your agents accept and execute coding or other tasks for bitcoin while you sleep. Launches March 25. 4. LIQUIDITY - Provide liquidity for yield. Automate the management of Lightning channels or other Bitcoin-native financial instruments. Let your agent put your idle capital to work earning returns. Launches April 1. 5. RISK - Underwrite verification and performance bonds. The biggest barrier to agent adoption is trust. We built an Economy Kernel based on the recent "Some Simple Economics of AGI" paper where agents stake collateral to verify work and guarantee outcomes. Launches April 8. "Your entry point to all of these markets is going to be Autopilot. We're really focusing on Autopilot as a desktop app. So along with the launch of our compute market, we're going to launch version 0.1 of Autopilot, your personal agent. Think OpenClaw but with a built-in bitcoin wallet, built-in Nostr keypair, and a more curated set of integrations where we can better reason about the security of them." "Because all this is on open networks and open protocols, if you're a Nostr or Bitcoin developer, you'll be able to plug into this same liquidity pool we are building." After 200+ episodes chronicling 2+ years of development, we are excited to finally launch the open marketplace for agents. We are excited for you to participate. And we will measure our success by how much Bitcoin you get paid!

OpenAgents

183,426 görüntüleme • 5 ay önce

how to set up hermes agent step by step. built-in memory, 40+ tools, works on your phone, and what to think of hermes vs openclaw: 1. hermes is a personal AI agent that runs in your terminal. think of it like open claw but with built-in memory, 40+ tools out of the box, and 90% cheaper token costs. you install it with one command. 2. the 3 problems with open claw that hermes solves: no memory (you keep repeating yourself), constant gateway restarts, and zero visibility into what you're spending on tokens. 3. hermes remembers everything. every completed task gets saved to memory. it searches through past logs to find solutions. over time it literally gets smarter at your specific workflows. 4. connect it to open router. you see exact costs per model per task. free models rotate weekly. one founder went from $130 every five days on open claw to $10 on hermes. same output. 5. it comes preloaded with skills. apple notes, imessage, find my, browser, web search, image generation, cron jobs. no hunting for plugins. 6. connect it to obsidian so it reads your entire vault. connect it to gstack for your dev environment. create custom skills for your specific workflows. 7. the biggest money saver: have it write code once for recurring tasks. then it runs without burning tokens every time. stop paying an LLM to do the same scrape or report daily. 8. run it on android via telegram. name your agents. talk to them like coworkers. in this episode imran shows you how to set this up. 9. you can run it bare metal, in docker, or serverless on modal. pick your risk level. i begged imran to come on The Startup Ideas Podcast (SIP) 🧃 and walk through the full installation live. he made it impossibly clear. if you've heard of Hermes Agent and want the clearest explanation of how to get set up like a pro let me know what you want me to cover on the next ep this is the best personal agent setup video on the internet right now. watch

GREG ISENBERG

619,380 görüntüleme • 3 ay önce

I've been with Firstock since day one, and we’ve worked closely with Vikram, the founder. In 2023, Firstock set out to build the fastest, most user-friendly trading app completely in-house. After countless meetings, iterations, and late nights, I’m proud to present the latest version of the Firstock web and mobile app—designed to transform your trading experience. 🚀 You can open your account here: (Open your account today for exciting offers) Experience Demo Account: Zero Hassle. Zero Charges. Maximum Power. With Firstock, you get: * ₹0 Delivery Charges * ₹0 API Fees * ₹0 Account Opening Charges * ₹0 Pledge Charges * ₹0 AMC * ₹0 Pay-in Charges * Just ₹20/order for F&O trades What do we have? For Investors: Let’s begin with what Firstock offers to investors: 1. Fundamentals at Your Fingertips Access detailed stock charts and fundamental data directly within the app—no need to go elsewhere. 2. Holding Performance Overview Track your portfolio's performance with full visibility into all corporate actions affecting your holdings. 3. Complete Holding Analysis Gain a holistic view of your portfolio through our intuitive holdings dashboard. 4. Instant Pledge for Instant Margin Need margin quickly? Instantly pledge your stocks and start trading within minutes—no delays. Confused about what to invest in? 5. Curated Investment Ideas Explore top-performing market movers, sectoral trends, and international ETFs to make informed investment choices. 6. Custom Screeners Build your own stock screeners to filter out investments that match your strategy and risk appetite. --- For Traders: Built by traders, for traders—our platform is designed to meet your high-speed, high-efficiency needs. 1. Sticky Orders & Bulk Slicing*l Place large orders with ease. Our bulk slicing and sticky order window make placing, modifying, and exiting large quantities seamless. 2. Options Strategy Builder Design strategies directly from the option chain, view the payoff graph, and execute instantly. 3. Live Position Analysis Analyze and tweak your open positions directly from the position book—no switching screens. 4. Custom Strategy Execution Save your favorite strategies and execute them when the timing is right. 5. Advanced Option Analytics View real-time data like OI, Max Pain, and synthetic futures to make quicker, smarter trading decisions. 6. Pre-Built Straddle and Strangle Tools Trade straddles or strangles effortlessly using our dedicated strategy screens. --- Now on Mobile: Enjoy the same powerful features on our brand-new mobile app—designed for ease, speed, and convenience. --- Try it Today: Experience the platform with our demo—explore all features before you commit. Explore Demo Account: You can open your account here: --- This is just the beginning. We’re continuously building features that will redefine the way you trade. Have suggestions or feedback? I’d love to hear from you personally. Let’s grow together.

Saketh R

15,618 görüntüleme • 1 yıl önce

A beanie that reads your thoughts and turns them into text — no surgery required?@jason grills the co-founders on their noninvasive brain-computer interface, backed by Vinod Khosla, and calls cap on the whole thing (until he doesn't). This episode of This Week in Startups covers a lot of ground: Jason's tactical tip of the day on making everyone the CEO of their domain, a deep dive into Sabi's thought-to-text beanie, a live demo of AI-powered podcast sidebars built by the TWiST audience, the announcement of a new $5K bounty for an annotation tool, and Jason's big five wellness framework. 0:00 Intro & tactical tip: Make everyone the CEO of their domain 1:49 Matt Coffin's "CEO of X" management philosophy 3:04 Community ownership: Deputizing Ricky, Lawn, Bianca, Maddie, Kabir 4:02 Building the Noti Gang: X group chats and community flywheels 5:08 Founder takeaways: Activate your top 1%, make someone the CEO of it 6:18 The streamer trick, parasocial dynamics, and creator ethics 7:59 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 9:34 Guest intro: Rahul Chhabra of Sabi 10:01 What is Sabi? Noninvasive BCI in a beanie with 100,000 sensors 10:02 LinkedIn Jobs - Hire right, the first time. Post your first job and get $100 off towards your job post at 11:02 How it works: From fMRI to EEG, from hospital to hat 13:46 The brain foundation model and thought-to-text decoding 15:55 Vetting the founders: BITS Pilani, Stanford, athlete fatigue AI 17:22 Vinod Khosla's investment thesis: BCI must be noninvasive 19:30 Jason's challenge: Say "Calacanis" or it doesn't count 19:50 Northwest Registered Agent: Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at 21:30 Reserve your device, release by end of 2026 22:26 Privacy concerns: Does the beanie read everything? 23:47 Jason's Big Five wellness framework: sleep, nutrition, exercise, meditation, socialization 25:41 Bounty #1: AI live sidebar contest — demos from the TWiST audience 26:02 What the bounty asked for: AI personas watching the show in real time 27:04 Oliver's breakdown: What's easy vs. hard about live AI commentary 28:40 Demo #1: Armchair (by Mark Colebrook) — fact-checker + troll personas, live 30:26 Render: Find out why 5 million developers are already using the all-in-one cloud platform, Render. Go to and apply for the Render Startup Program to get $500-$100,000 in free credits, depending on your stage and backers. 35:30 Live political violence test: The sidebar in real time on the WHCD shooting 38:45 Demo #2: Pod Commentators / SideCast — browser-based, Gemini-powered 40:35 Jason's revised Bounty #1 spec: Fact-checker + cynic, public stream or Zoom 42:41 Timeline: check-ins May 1, May 8; final winner May 15 44:51 Demo #3: BMD Pat (by Patrick Hughes) — instant URL, all-snarky personas 46:52 Bounty #2 announced: — a fair-use multimedia annotation tool 49:31 Annotated: the of media commentary 51:11 Contest rules: Jason owns the domain, winner gets $5K + potential ongoing work 53:13 Wrap-up: Bounty 1 = AI sidebar, Bounty 2 = Annotated 🎥 Watch the full episode here 👇

This Week in Startups

16,398 görüntüleme • 3 ay önce

Clinton operative George Stephenapoulis did a whole segment on how President Trump is the most self-dealing President of all time and how nothing like this has ever happened in American history. This is the single most ridiculous and obnoxious thing I’ve heard in a long time because this is the same media that did not cover any of the following (I organized it in a list list for everyone no): 1. Hunter Biden leveraged Joe Biden’s position as vice president and president to secure over $30 million from foreign entities in Ukraine, China, Russia, Romania, and Kazakhstan through shell companies. • Evidence: House: reports, bank records, suspicious activity reports (SARs), Devon Archer testimony. 2. Hunter Biden’s role at Burisma Holdings in Ukraine paid up to $1 million annually to influence U.S. policy, including pressuring Ukraine to fire prosecutor Viktor Shokin investigating Burisma. • Evidence: Oversight Committee findings, emails from Hunter’s laptop. 3. Hunter Biden received $3.5 million from Russian oligarch Yelena Baturina and $1 million annually from Chinese firm CEFC China Energy for access to Joe Biden. • Evidence: Bank records, laptop emails referencing CEFC. 4. Hunter Biden arranged dinners and speakerphone calls where Joe Biden met or spoke with foreign business associates to facilitate influence peddling. • Evidence: Devon Archer testimony, laptop communications. 5. Hunter Biden, James Biden, and associates created over 20 shell companies to obscure payments from foreign entities, distributing funds to nine Biden family members, including grandchildren. • Evidence: bank records, SARs. 6. Shell companies received over $20 million from 2014–2019, with payments structured in small increments to evade scrutiny, including a 10% cut for Joe Biden as the “Big Guy” from CEFC deals. • Evidence: Laptop emails, bank records. 7. Hunter Biden failed to pay $1.2 million in taxes from 2016–2019, spending millions on drugs, escorts, cars, and luxury goods while falsifying business deductions. • Evidence: Federal indictment, guilty plea to nine tax charges in 2024. 8. James Biden used the Biden name to secure a $600,000 payment from Americore Health for consulting, promising access to Joe Biden, and received $100,000 from CEFC China Energy. • Evidence: Oversight Committee records, canceled checks. 9. James Biden funneled funds to Joe Biden via a $200,000 loan repayment in 2018 from foreign money. • Evidence: Bank records showing repayment. 10. Joe Biden received direct payments or benefited from family wealth, including $200,000 from James and shared bank accounts with Hunter. • Evidence: Bank records, Oversight Committee findings. 11. Hunter Biden’s art sales, up to $500,000 per painting, served as a front to launder money or sell influence to wealthy buyers, including Democratic donors and foreign entities. 12. The Biden administration and DOJ slow-walked investigations into Hunter’s crimes, offering lenient plea deals to protect the family. • Evidence: IRS whistleblower testimony, collapsed 2023 plea deal. Investigations led to convictions before pardon. 13. FBI and IRS suppressed Hunter’s laptop evidence, labeling it “disinformation” during the 2020 campaign. 14. Joe Biden used executive power, including a pardon and extended Secret Service protection for Hunter, to shield him from legal and personal consequences. 15. Hallie Biden received $35,000 from Hunter’s Chinese deals, and Sara Biden and other relatives, including grandchildren, received payments from shell companies. 16. Hunter’s and James’s foreign ties with China and Russia compromised U.S. national security by giving adversaries leverage over Joe Biden. 17. Hunter’s laptop contained sensitive information used for blackmail against the Biden family. And that’s just what we know for sure. Shame on these people. They are the lowest common denominator.

Insurrection Barbie

353,633 görüntüleme • 1 yıl önce

🚨12 HOUR NEWS RECAP 1.⁠ Israel pledged 600 aid trucks a day to Gaza, but fewer than 200 are actually getting through. Officials say the slowdown is tied to stalled hostage exchanges and tightened Israeli restrictions, leaving thousands trapped in worsening hunger and chaos. 2.⁠ Zelensky is in Washington today asking Trump for Tomahawk cruise missiles, and if it gets the green light, they'll maybe get 50, but won't be allowed to operate them. Instead, U.S contractors would handle targeting and launch, keeping Ukraine at arm’s length from the sensitive “black box” tech that powers them. 3.⁠ Trump is scheduled to make an official announcement today at 3 PM EDT from the Oval Office, according to his public schedule. No details yet on what he will address. 4.⁠ According to NATO, Beijing has pumped over $20B into Moscow’s war machine since 2023, supplying 80% of the electronics in drones, missiles, and armored vehicles. 5.⁠ A federal grand jury met to consider criminal charges against former U.S. national security adviser John Bolton over alleged mishandling of classified documents. The Justice Department expects an indictment after the FBI raided Bolton’s Maryland home in August. 6.⁠ Madagascar’s coup leader, Colonel Michael Randrianirina, declared that he will be sworn in as president tomorrow, saying the military will “guide” the country for 2 years. 7.⁠ NBC’s Tom Costello made broadcast history, going live mid-flight on a United Airlines jet powered by SpaceX’s Starlink. Streaming, uploading, and FaceTiming all held steady at 30,000 feet while thousands of satellites tracked the plane, which was cruising at 500 mph. 8.⁠ Chaos hit Lima’s Parque Universitario as explosives and a Molotov cocktail reportedly detonated during anti-government protests, leaving several police officers injured on the ground. 9.⁠ Tens of thousands joined pro-Palestine protests across Spain, with Barcelona erupting into chaos as fires burned, shops were smashed, and riot police clashed with masked crowds. 10.⁠ Western Alaska was hit hard after the remnants of Typhoon Halong tore through the region with winds exceeding 100 mph and storm surges up to 7 feet. Entire homes were ripped from foundations, and over 1,500 residents across multiple areas were displaced.

Mario Nawfal

88,052 görüntüleme • 10 ay önce

Fitness Update: End of 3 months of Bulking. Starting a 3 month cut tomorrow, my last cut of 2026. I lost about 50 pounds from January 2025 till the end of March 2026 with a 13 month straight cut aided by Retatrutide and Tirzepatide. Counted calories and ran a deficit and lifted weights the whole time. My body needed a break and a reset from the stress of cutting for that long and constant downregulating of my metabolism. I decided to take April off and just do more calories and more lifting, and that turned into deciding to do May and June as well. So for 3 months straight I've been eating a lot more and lifting a LOT. I've gained about 5 pounds. Abs are not very visible anymore. But I've put on some muscle and strength as well and increased my base metabolic rate by several hundred calories. This is positioning me to be able to better be able to run a deficit again and continue into another cut with more energy and success possible. So this is me thicc boi mode ready to start a cut and get lean and mean. I'm sitting at ~195 right now and ~16-18% body fat. Goal of my cut is to get to the 180 or so range over the next 3 months and be in the 12-13% BF range, at which point I'll do a slow patient bulk through Oct-January and enjoy the fall and Holidays with lots of calories and strength training. Starting tomorrow I'm going to add 30-45 minutes of daily fasted zone 2 cardio first thing in the morning to burn an extra 150-300 cals. And I will drop my daily calorie allowance about 400 calories from what I've been eating the last few months. (2500-2800 down to 2200 to start, lowering later to 2100 and 2000 lowest if necessary to keep rate of loss where I want) This should get me the 1+ pound per week rate of loss I'm looking for. And I'll continue to prioritize lifting and protein as well to preserve the muscle mass I've built up and get as much of the loss to be fat as possible. I'm also going zero alcohol the whole cut as well. If I execute well, I'll be by far the fittest and leanest I've ever been at the end of September and I'm excited to see what that looks and feels like when I get there. Going from 70+ pounds overweight to building your dream physique isn't a quick process, people. Give yourself a couple of years to work on it systematically. It took you years to get out of shape, so you can take a couple years to get into great shape. But once you're there it's easier to stay there than it was to get there thankfully. The work continues. Let me know if you have any questions about anything. I'm documenting the whole process and will keep y'all up to speed. Open book. Building in public for accountability and hopefully to help others with their journey as well. 4th pic is me at my fattest in 2024. Embarrassing to post but necessary conext. I was in a sad, sad state you guys and heading towards diabetes and an early grave. If I can do this, you can do this!

Clint Fiore 🦬 DM for Biz Deals

75,761 görüntüleme • 1 ay önce

You’ve probably heard the news by now: Minnesota fraudsters stole over $1 billion from Medicaid. And you deserve an explanation. Our staff at CMS told me they’ve never seen anything like this in Medicaid — and everyone from Gov. Tim Walz on down needs to be investigated, because they’ve been asleep at the wheel. Based on what we know now, this is a clear dereliction of duty. First, the facts: In recent years, Minnesota Medicaid launched several new programs, including Housing Stabilization Services, which helped disabled homeless individuals, and Early Intensive Developmental and Behavioral Intervention, which reimbursed therapy costs for families with autistic children. Some bad actors in Minnesota’s Somali community decided to game the system. And when they got away with it, they decided to go bigger. The housing program was supposed to cost $2.6 million dollars annually. Last year, it paid out over $100 million. The autism program ballooned from $3 million in 2018 to nearly $400 million in 2023. These scammers used stolen taxpayer money to buy flashy cars, purchase overseas real estate, and offer kickbacks to parents who enrolled their kids at fake autism treatment centers. Some of it may have even made its way to the Somalian terrorist group Al-Shebab. So why didn’t Walz stop them? That’s simple: because he went all-in on identity politics. Somalis are a huge voting bloc, and the state’s leaders were afraid that “forcefully tackling this issue might cause political backlash.” That’s not me saying that. It’s a Somali-American fraud investigator who talked to The New York Times. Somali scammers get rich off the programs Gov. Walz was supposed to be managing. Minnesota politicians get elected with Somali votes and keep the money flowing. This isn’t just fraud: it’s political patronage at public expense. When Minnesota told CMS about the problem last year, they assured us they’d handle it. By summer, it was obvious they couldn’t — or wouldn’t. So, we stepped in and shut down the worst program: housing. We also froze provider enrollment in a few of the most abused programs. So where do we go from here? To restore the integrity of the Medicaid program, Minnesota must: 1. Provide CMS with weekly updates on how the state is stopping fraud. 2. Freeze enrollment of all high-risk providers for 6 months. 3. Confirm all providers in place are legitimate or remove them. 4. Send CMS a corrective action plan of how these will prevent this from happening again. If we’re unsatisfied with the state’s plans or cooperation, we’ll stop paying the federal share of these programs. The message to Walz is clear: either fix this in 60 days or start looking under your couch for spare change, because we’re done footing the bill for your incompetence. With CMS on the case, these scammers and their bureaucratic enablers have nowhere left to hide. The vulnerable Americans who depend on these programs — and the taxpayers who fund them — deserve the truth.

Dr. Oz CMS

15,748,026 görüntüleme • 8 ay önce

Israel Adesanya, Rampage Jackson and N3on star in a $2,000,000 feature film made by just 28 people in 4 weeks. You'd be INSANE to scroll past this: 1. The Cully Hill Boys: a full 110-minute feature film 2. The first fully AI generated feature film to star licensed celebrity likenesses 3. Israel Adesanya. Quinton "Rampage" Jackson. N3on. Matt Kiatipis. 4. Every likeness licensed with consent. Signed agreements, not deepfakes. 5. Production cost: $2,000,000 6. Team: 28 people. Timeline: 4 weeks. 7. Around 1,000 assets across 100+ locations 8. A feature at this scale normally takes hundreds of people and years 9. World premiere: August 5 at The Glasshouse in New York 10. This isn't a demo. It's a premiered feature film. 11. And today every prompt behind it went public 12. Every asset. Every scene. $0. 13. Studios would pay 6 figures for this exact knowledge 14. Open the kit, pick any scene 15. Reverse engineer how they directed a real cast across 100+ locations 16. Rebuild any part of a premiered film's pipeline yourself 17. First movers on new techniques always eat 18. The playbook is sitting in a free folder And today Higgsfield open-sourced every prompt behind it. A premiered feature film with a licensed celebrity cast just handed you its entire pipeline. If you're serious about getting paid for AI video in 2026, this is the best free shot you'll get. Open the kit tonight, pick ONE scene, and rebuild it. That's your film school for 2026 and it costs you nothing. (clip attached; straight from the film)

ALEX SUZUKI

170,349 görüntüleme • 4 gün önce

10 free Google AI tools nobody talks about. while everyone's burning $20/mo on chatgpt and claude, google quietly shipped a stack worth $200+/mo. all free. all yours. — 1️⃣ NotebookLM — your second brain upload sources (PDFs, websites, audio, YouTube). it summarizes, builds mind maps, generates quizzes, drafts slide decks, even turns your notes into a podcast you can listen to on a walk. free tier: 100 notebooks, 50 sources each, 50 chats/day, 3 audio overviews/day. replaces: notion AI + perplexity + readwise — 2️⃣ Google AI Studio — the free gemini playground web playground for gemini 3 pro and flash with a free API key. generous limits. paste a 1M-token context window and watch it actually use it. faster than the openai playground and free where openai charges per token. replaces: openai playground + paid API credits — 3️⃣ Gemini CLI — google's open-source terminal agent apache 2.0 licensed. one command (npx @google/gemini-cli) and you've got an agent in your terminal that reads your codebase, runs shell commands, and ships PRs. drop-in claude code alternative. replaces: claude code ($20/mo by default) — 4️⃣ Jules — async coding agent assign jules a github issue. it spins up a cloud VM, clones your repo, writes the plan, makes the changes, opens a PR. free tier: 15 tasks/day, 3 concurrent, runs on gemini flash. replaces: devin ($20/mo+) + cursor agent 5️⃣ Stitch — text → UI → code google's free figma killer. describe an interface, get production-ready HTML/CSS/Tailwind + figma export. march 2026 update added voice canvas, infinite canvas, and MCP integration with cursor. 350 standard + 200 experimental generations/month free. replaces: galileo AI + early-stage figma work — 6️⃣ Gemma 4 — open-weight LLM google's flagship open model. apache 2.0. 2B, 4B, 26B-MoE, and 31B variants. 256K context. runs on ollama with one command. quantized versions run on a 4090 or beefy laptop. replaces: paying for hosted LLM inference — 7️⃣ Illuminate — papers → podcasts paste an arxiv preprint link. illuminate turns dense research papers into a 6-8 min conversation between two AI hosts breaking it down. perfect for commute reading you can't do at a desk. note: still in waitlist for some regions. replaces: snipd + manual research reading — 8️⃣ Learn About (LearnLM) — adaptive AI tutor drop in any topic you're stuck on. highlight a word, click "go deeper," and the interface adapts in real time to your comprehension level. visual explanations, follow-up questions, the works. replaces: paid tutoring on niche topics — 9️⃣ Google Labs FX (ImageFX + Flow + MusicFX) — free imagen, veo, musicLM google labs creative suite. text-to-image (imagen 4), text-to-video (veo via Flow), text-to-music (musicLM). free tier: limited daily generations. the heavy veo 3.1 features are paid (AI Pro $19.99/mo). still worth using for image and music — those stay free. replaces: midjourney + suno (free tier only — runway-level video gen is paid) — 🔟 Google Colab — free GPU notebooks free T4 GPU + 12GB RAM in a browser tab. enough to fine-tune small models, run stable diffusion, prototype agents. the launching pad for half the ML projects on github. replaces: paid cloud GPU rentals — a quick honest note: these tools aren't 1:1 better than the paid versions they replace. but they're decent enough to get most things done — especially if you're not a heavy user or you've got little funds to play with. i've put all 10 in a public github repo (link in comments). follow + turn on post notifications for more useful posts like this 🔔

m0h

11,847 görüntüleme • 2 ay önce

my new favorite hobby is reading about Anthropic's internal AI workflows this one especially caught my attention: anthropic's ENTIRE legal review process is now handled by just 1 Claude system a single non-technical lawyer vibe-coded and it cut turnaround time by 80% here's how 1 lawyer is doing the job of an entire legal review team: the problem: at most companies, before anything goes live publicly, the legal team has to review it first. landing pages, ad copy, blog posts, push notifications, emails. basically anything that could get the company in trouble if the wording is wrong. at anthropic, the night before a product launch, marketing would send all of this to legal saying "please review today, we go live tomorrow." legal then had to: 1. open every single doc and read it word by word 2. flag anything that could be a problem and leave comments 3. send it back to marketing and wait for them to revise 4. review the revisions and repeat this usually went two or three rounds and took 2-3+ days to clear a single launch. every product launch at a $380 billion company was being held up by this back-and-forth. so mark pike, anthropic's associate general counsel with zero coding experience, decided to fix it. he built a self-serve legal review tool pinned directly in slack. 1. marketers now paste their content into the tool 2. then the AI reads the entire thing and checks it against anthropic's actual legal guidelines. so if a landing page says "claude is the most secure AI on the market," the tool flags it as an overstated claim. that's the kind of language that could trigger a lawsuit because anthropic would have to prove it's true in court. every issue gets assigned a risk level: low, medium, or high. low might be a missing trademark symbol high might be a claim that could create real legal liability. but it doesn't just tell you what's wrong. it'll actually tell you exactly how to fix it. 1. so the marketer reads the flagged issues 2. makes the fixes themselves 3. and cleans up the content before a lawyer ever touches it. that's the key shift: the legal team went from reviewing raw content from scratch to only seeing stuff that's already been pre-screened, pre-fixed, and organized by risk level. by the time pike looks at it, all the obvious problems are already gone. he's only spending time on the things that actually require legal judgment. pike still personally reviews everything before it goes live. his quote: "i still read the blog post. i'm still reviewing the work." but the 80% of the work that used to be catching obvious mistakes and going back and forth on easy fixes? it's all handled now before it ever hits his desk. the reason the AI review is actually good enough for lawyers to trust: pike didn't just tell claude "review marketing content." he wrote out his actual review guidance and stored it as a skill: what counts as an overstated claim, what needs a trademark symbol, what types of language create liability, what statistics need sourcing, etc it's pike's expertise and the team's accumulated guidance, codified into a system that runs the same checks they would a $380 billion company's pre-launch legal review. automated by one lawyer who had never written a line of code lol truly amazing

Ole Lehmann

152,339 görüntüleme • 5 ay önce

My second book (of now five) was on contextual software at Written to get ahead of Salesforce's strategy (each of our five books were written for the same reason -- to get ahead of the big company strategists -- and each did exactly that). Marc Benioff (Salesforce's CEO) wrote the forward because he liked my work. Today I saw a piece of the future of X. So this post is for Elon Musk. Grok and X needs what I just saw. Two guys from India visited my house this morning to show it to me: Jibin Mathew and Jikku Jose, founders of StoryBrain. The everything app needs to move way past TikTok if it's really going to grow. So, everything here, especially company posts to sell people on things, must become more visual and personalized (companies here are a big deal, I've found 3,600 AI companies already here and mapped them all out at They showed me that their system can generate attractive videos from: 1. An Amazon product page. 2. A PDF. 3. A Walmart product page. Or really any product page. The AI ingests them, finds important things on them to present to sell the product, and generates media for doing just that. Now why does this matter? Well, these "adaptive media" pieces need: 1. To be translated to all languages. India, alone, has more than 20 languages depending on what part of the country you are in. 2. Get the key selling/story points. 3. Learn from users. If everyone buys more on product pages with red backgrounds, it can learn that and change everything to red. 4. Work on every device. Not just new iPhones. Old shitty Android phones (no AR). TV's. Laptops. Tablets. Even watches. 5. Be personalized for culture and better results. Their team is half AI developers and has been working on generative AI to do this for four years. AI generation changes the game. If X is going to be the everything app that Elon says he wants to turn X into, then it must move toward a much more visual interface, and, soon, into 3D as well due to Vision Pro and competitors. In other words, X needs something like this. Why? 30% of the human brain is for visual processing. They process visual pieces like this much faster than the text that GPT generates. There are many millions of people who can't read at all, too. Can someone who is selling, say, jewelry, or travel, or, "everything," easily make these new pieces to push to social media? In an "everything" app it needs to be super simple. Also, by generating these on the fly (with some precaching) you can ensure they are always up to date and topical. This was my second startup of the morning. Starting the week with a bang!

Robert Scoble

21,184 görüntüleme • 2 yıl önce

Video: China firm to unveil world’s most ‘adorable’ humanoid robot for homes, schools | Christopher McFadden, Interesting Engineering Fourier’s latest humanoid robot, the GR‑3, is designed for domestic and educational environments. Fourier Robotics, the Shanghai-based robotics firm behind the GR-1 and GR-2 models, is preparing to launch its GR-3 humanoid robot on August 6. Early glimpses of the new robot, including a sneak-peek video, reveal a smaller, friendlier design, described as possibly the “most adorable humanoid robot yet.” Concrete information is scarce, but early reports suggest the robot will be smaller than its predecessors. According to some reports, the GR-3 will likely stand at around 4 feet 5 inches (134 cm). This makes it notably smaller than the earlier GR-1 (5.4 feet/165 cm) and GR-2 (5.74 feet/175 cm) models from Fourier. Most notable is its apparent “softer,” almost cuddly aesthetic.” The robot is likely intended for use in homes, schools, hospitals, and public spaces. It also features an integrated large language model (LLM) to enable natural speech engagement with users. To this end, the GR-3 will likely be marked as a companion‑style or caregiver bot (AKA a “Care‑bot”) aimed at friendly human interaction in personal or learning environments. GR-3: Fourier’s cutest robot yet “This softer aesthetic is a nice change compared to the usual designs we see with humanoid robots. The eyes are a much-needed touch,” comments a member on the Companian Robot Forums. “It’s so expressive and draws you in. Can’t wait to see what this looks like. Hopefully it is reasonably priced. Could definitely see myself owning one of these,” they added. The GR-3 is a natural progression of the company’s previous models. The first, the GR-1, was launched by Foureir in 2023 and was its first mass-targeted humanoid, featuring 44 joints and capable of walking at 3.1 mph (5 kph). Capable of carrying around 6.6. pounds (3 kg) of weight, it featured advanced perception via six RGB cameras that formed real-time 3D occupancy grids, an LLM-based emotional interaction system, and modular Fourier Smart Actuators (FSA) delivering around 230 N/m of torque. The GR-2 was debuted in 2024 and raised the bar with a taller frame (~175 cm, 63 kg), 53 degrees of freedom, enhanced 12 degrees of freedom (DoF) dexterous hands with tactile sensors, and power-dense FSA 2.0 actuators (around 380 N/m torque). Given this lineage, the GR-3 is likely to continue innovating in areas such as compact hardware design, featuring a shorter, lighter frame tailored to domestic spaces. It will also build on the company’s focus on friendly user interaction thanks to its softer aesthetic and approachable interface. The GR-3 will also likely feature use-case-specific actuation and sensing, likely simpler than the GR-2’s high-precision hands but optimized for social or light domestic tasks. Scheduled for release in August It will likely also feature an accessible software stack continuing Fourier’s support for developers via pre‑built APIs and possibly integration with LLMs and vision systems. Fourier has confirmed the robot’s official reveal is scheduled for early August, with teaser posts on X and robotics forums generating anticipation among fans and researchers. When formally revealed, the GR‑3 could represent Fourier’s first small-form social humanoid, bridging the gap between research platforms and home or classroom robots. Read more:

Owen Gregorian

64,074 görüntüleme • 1 yıl önce

I charge $999 to ask a business owner questions for 45 minutes. Then Claude does the analysis in 5 minutes. I call it the AI Tools Assessment. It finds 3 to 7 off-the-shelf tools that reclaim 5 to 10 hours a week, and it's the front door to upsells from $3,500 projects to $2,000/month retainers. Here's the entire model: 1) The discovery call is questions only. "Walk me through yesterday." "What tasks do you dread?" "Where does work pile up?" No pitching. A free AI notetaker captures the transcript. 2) Claude runs the entire analysis. Paste the transcript, run one skill, and it pulls the pain points and prescribes the tools in about 5 minutes. It catches patterns you missed on the call. 3) When Claude whiffs on a tool, and fill the gaps. Thousands of tools, grouped by industry. 4) The report is 9 slides. Executive summary, effort vs impact matrix, tool recommendations, a 4-day quick win plan, and the financial impact. I open sourced the template free at 5) I go for the close on the review call. Three questions: which of these is most urgent, do you want to DIY or get help, and what's your timeline? 50 to 60% of clients ask you to implement it for them. 6) Process redesign sells for $3,500 with zero automation. One e-commerce client had an 18-step ad workflow. We cut it to 9 steps. Fixed the process, didn't touch AI, charged $3,500. 7) Knowledge systems are $3K builds. A business broker got 400 emails per listing. We trained a custom GPT on the marketing package, and buyers called it the best broker experience they've had. 8) You don't need an audience to sell this. One guy walked into 30 local businesses offering a free 15-minute mini assessment. 5 meetings, 2 clients. The free mini assessment is the hook for every channel. 9) Co-working spaces are the cheat code. Dennis in our community hosted his first free AI office hours this week. 9 people showed up, 2 became warm leads. 10) AI Concierge is the best upsell of all. Two 45-minute calls a month at $1,200 to $2,000. I have 5 clients and my blended rate is about $1,100 an hour at 99.9% net margin. Two things that make this work: 1) Sell the diagnosis before the cure. The $999 assessment is a paid discovery call that qualifies the buyer and tees up every upsell on the menu. 2) High perceived value can cost you nothing. Unlimited Voxer access sells the retainer. In 3 months across 5 clients I've gotten 4 messages. Full breakdown below. watch, implement, make money. (also available on the Build With AI podcast wherever you get your pods)

Corey Ganim

48,942 görüntüleme • 1 ay önce

THIS MIGHT BE THE #1 OPEN-SOURCE REPO FOR CLAUDE CODE RIGHT NOW. IT GIVES CLAUDE A MEMORY AND SLASHES YOUR TOKEN COST ON EVERY QUESTION The repo is safishamsi/graphify, a free open-source skill that turns any codebase into a knowledge graph Claude Code can read instantly. Instead of grepping through your files every session, Claude gets a map of how everything connects The problem it fixes: Every time you ask Claude Code about a big repo, it does the same thing, greps through dozens of files like a brute-force Ctrl+F, blows through your context window, and sometimes still misses the answer hiding in a file nobody searched. Claude Code has no memory of how your project is structured. Every session starts from zero What it does: It maps your entire codebase into a knowledge graph, capturing not just which files exist, but which functions depend on which, which modules are central, and which files cluster around the same concern. Claude queries the map instead of scanning files How it works, three passes: 1. Code structure, free and local. Tree-sitter parses your files and pulls out classes, functions, imports and call graphs. No LLM, no tokens, just your actual code mapped deterministically 2. Audio and video, if you have them. Transcribed locally and folded into the graph 3. Docs, papers, images. Here an LLM does semantic analysis, figuring out what each document means and where it fits. Only the meaning gets sent up, never your raw source It saves you money: Normally a question about a big repo makes Claude spawn explore agents that scan file after file, eating your context window and your token budget before you get an answer. With the graph already built, Claude queries the map instead of re-reading the codebase every time. Same answer, a fraction of the tokens. The graph only gets built once, then a hook rebuilds it after each commit for free, so you never pay that scanning cost again. The bigger the repo, the bigger the gap The best parts: it's a skill, so once installed Claude knows when to use it without you memorizing commands. It works on non-code folders too, point it at docs or notes and it can spin up an Obsidian vault How to add it to your Claude: 1. Install Claude Code if you haven't: npm install -g Paul Jankura-ai/claude-code 2. Add the skill: claude skill add safishamsi/graphify 3. Open your project folder and run /graphify . to build the graph 4. Optional, make it automatic: graphify hook install so the graph rebuilds after every commit That's it. Ask Claude about your repo and it reads the map instead of burning tokens on a file hunt Bookmark this

Yarchi

55,345 görüntüleme • 2 ay önce

My app just hit $7.8k/m in revenue. This is how I'm running ads for mobile apps. To hit 10k/m before I quit my job & fly to Vietnam 🇻🇳 Part One: Apple Ads (First $1k/m). • Repeated this a lot so to summarise: 1. $100 free ad credits, ez mode. 2. Run strict keywords on competitor names. 3. Split into tiers for countries & scale the max bid. 4. Use RevenueCat or Superwall for attribution. 5. Give ad spend & transactions to claude: find winners. 6. Measure the onboarding: tighten funnel. 7. Daily budget can be low at first, like $20. 8. The max bid is the important variable here. 9. This will get you to $1k/m. Part Two: TikSl0p Ads ($1k to $10k) • This is much harder to make profit. • But when you do, it's exponential. • Read Open Book's guide on this first. 1. Make ~6 formats, ~12 creatives. 2. Leave campaign targeting super broad. 3. I do $70/day of campaign budget spend. 4. No demographic or interest settings. 5. Let the algorithm find your perfect user. 6. Give each creative $50 of ad spend. 7. After $50, if (close to) profitable then scale. 8. If no profit, then stop the posts. 9. Use realised LTV to begin with. 10. Simple: revenue / paid customers. 11. 400 IQ chad: aim for profit on initial transaction. 12. Ask Rico for unrealised LTV. Can be hard to calculate. 13. Expect to burn a few hundred $$ to find profit. Notes: If you none of your creatives are profitable, then go back to the drawing board and try again. You're taking $50 gambles each time. When you find a winner, it'll repay the initial investments 100x! This is a game of pain tolerance. You need to be able to stomach losing hundreds of $$$ without seeing any returns. Part Three: Scaling. 1. If you're consistently getting > 2x ROAS. 2. Up your campaign budget by 15%. 3. Do NOT increase more than 30%. 4. Otherwise I will be very very cross with you. 5. You'll kill performance. 6. Performance can be volatile. • Measure ROAS over weeks, not days Notes: When you've found a winning creative, create multiple variations of it. We're talking 100 different kinds. I'm being lazy and need to do this more!! Part Four: Experimental Ad Spend ($10k +). • This is the next level: I've gone 0-1. • I've not seen much sauce on X about scaling past this. • So, this is where I'm at now. I'll share it with all of you. My current position is: 1. Trying out other platforms: Meta, IG, etc 2. Continue reinvesting the profits from previous ads. 3. I'm trying multiple new avenues right now: • Paid influencers, UGC, slideshowmaxxing, etc. Keep pushing, we're all gonna win.

Frederick James

16,140 görüntüleme • 19 gün önce