We 3x'ed PRs in 6 months at Amplitude by... building an autonomous software factory: - PR cycle time 5.2 hours to 44 minutes - Frontend CI: 30 minutes to 3-4 minutes - Bug reports down 55% - 5% of our PRs now come from designers and product managers - 3x the PRs with the same headcount What worked: faster CI, risk-based auto-approval, automated legacy migrations, and the hardest part: cultural changes in the team. Bonus: our designers even built out an interactive video game you can play to tell the story. Data monster speedruns the development pipeline.show more

Found the product video script cheat code everyone's sleeping... on. Built an automation that generates 5 different video scripts for any product in under 30 seconds. Each uses a proven angle: problem-solution, social proof, before-after, feature-benefit, challenge-overcome. Then I plug them straight into Arcads AI Product Showcase with my product images and get professional videos with AI avatars in minutes. Used to spend 15-20 minutes per script guessing which angle would work. Now I test all 5 and let the data tell me what converts. Comment "SCRIPTS" and I'll DM it to you (must be following)show more

Over the last few months, our engineering teams have... been heads down building a high throughput, low-latency blockchain coupled with an exchange replicable across different data centers. We’ve invested thousands of developer hours designing our data infrastructure stack from scratch. We designed our own streaming indexer to serve data to our frontend in real-time, and shipped optimized memory crates to push our general shared IPC to under 100 nanoseconds. This architecture enables us to colocate our sequencers with the key sources of price discovery across all asset classes: Tokyo for crypto, New Jersey for equities, Chicago for commodities. In turn, institutional market makers colocated with GTE bare metal racks will be able to post orders with minimal roundtrip latency, resulting in the tightest spreads and pristine liquidity. We call this GTE Turbo. By optimizing the entire stack from hardware, to the software, into the networking stack, we will build a world where anyone, anywhere, can trade anything, at anytime. lfGTEshow more

🚀 Attention Foxxi Community! 🚀 We're thrilled to invite... you to test our new Metaverse game #Bitverse and earn points for an upcoming Foxxi token airdrop & WL for #Bitminer ! Here's how you can participate: Application Rules: 1. Like, retweet & Comment on this post. 2. Follow @foxxiofficial 3. Join Discord : 3. Fill out the form Testing Rules: - Up to 100 people will get an invitation to test the BitVerse on the previously announced date (approx in 2 weeks). - All testers will earn points for the Foxxi token airdrop. - Test for at least 30 minutes any time on the event day. - Take a snapshot or record a video inside the BitVerse. - Tweet about your experience with the screenshot/video. Bonus Points: - Be present at the start of the event. - Fill out the feedback form with detailed feedback and bug reports. Join us and be part of the future of gaming and digital ownership! #bitmap #ordinals #Bitcoin #Airdrop 🎮✨🚀show more

Building an Artificial Casting Engineer (ACE) "Building hardware at... the speed of software" remains immensely challenging because the traditional software for engineering, and more specifically manufacturing (Solvers, CAM, etc,) is too damn slow. Introducing Ace-Mini-1, the 1st purpose built AI Casting model from Digital Metal. Ace-Mini-1 is another tiny parameter model fine tuned on casting simulations (filling, solidification, deformation, and more) that cuts an average industry leading solve time of ~65 minutes down to just 0.26 seconds with an average error rate less than 5% across all data. An 8042x speedup in complex CFD with phase change sim time. Ace-Mini-1 allows engineers and agents to close mfg process iteration loops faster, run 100s of simulations in seconds, and optimize geometry and manufacturability of your part.show more

A new look for the new era of data... movement Over the past 12+ months we've been focused on building out mump2p, our Ethereum data propagation product, onboarding top validators to test it with, and educating our peers on the merits of decentralized coding. Now with the launch of mump2p on Ethereum mainnet firmly in our sights, it feels like the right time to give Optimum's visual identity a refresh-- something to match the sleek, powerful data acceleration network we're deploying. The advent of RLNC powered data movement frees blockchains from the networking bottleneck, so they can perform at the pace demanded by our ever-expanding digital economy. The new era begins soon with data propagation on Ethereum, more chains and use cases to follow. Time to raise the ceiling for blockchains, and do it in style.show more

some news... i raised a 6 figure round using... hebbia!! in my “free time” for the past 1.5 years ive been building Juna w/ some friends. our first product is a luxury loafer that marries indian & western design. premium italian leather, an emphasis on comfort and support, and the versatility to wear with anything from jeans to black tie to a kurta to sweats. for our raise, we used hebbia to: 1) ingest our entire data room into a project 2) track market comps in a matrix with pitchbook data, market segmentation, supply chain, pricing, etc 3) deploy a tariff & hts monitoring agent 4) build key slides for our pitch 5) price the product did all this in a few minutes, saving weeks of work. juna will be available fw26show more

Yep! We spent a 21 months building Werm, and... we’re genuinely proud of how we’ve done things. We’ll keep doing everything possible to build great products. What you see now is the result of countless iterations from the version shown in the below video. With just three people, building and scaling a multiplayer game has been incredibly challenging, even large studios struggle with this. The 21 months of development were necessary. We went through multiple rebuilds, learned a ton about launches, and built real relationships across the ecosystem. We stayed away from presales and token launches because the product wasn’t ready. Now we finally feel confident to give it a real shot. There’ll be bumps along the way, but unlike most crypto projects built on hype, we’re launching with an actual product and genuine intent to make it work. We believe we’re doing it the right way and that’s how we plan to keep going. The goal is for the community to trust that when we build, it’s 100% real, never a scam. More news to come about Werm!show more

I MADE MY AI AGENT 10X FASTER WITHOUT CHANGING... THE MODEL not a smarter model, not a bigger context window, not another clever prompt the same kind of AI that designs vaccines for viruses we have not even met yet was spending two minutes opening the wrong files just to hand me a brief from three months ago the problem was never capability, it was the scaffolding that piled up around my agent by accident, folder by folder an agent does not think in your categories, it searches from scratch every single time, and your tidy human folders are a maze to it the fix was almost stupidly small, one index file at the root of each big folder and a few numbers in front of the folder names slowest task dropped from 2 minutes to 26 seconds, fastest ones hit 10, zero model changes capability is cheap when the scaffolding around it is broken the article breaks down the whole system in 15 minutes ↓show more

🚨 THE ESX BLOCKCHAIN EXPLORER IS NOW LIVE! 🚨... Hey EstateX Family! 👋 Big news from the tech front! After some serious work by our incredible dev team (shoutout to our superstar CTO Graham and our design and dev team 💪), we’re thrilled to announce the launch of the initial version of the ESX Testnet Block Explorer! 🔍 What can you do with it? - Easily track transactions - Watch the ESX token price and movements in real time. - Monitor block production live - Dive into transaction data from the team and our testing partners - ⁠And much more This is just the beginning! Over the coming weeks, we’ll be rolling out even more features, making the explorer smarter, faster, and packed with insights. Oh, and stay tuned... we’ll soon be revealing the first wave of projects building on the ESX chain 👀 👉 Check it out here: Very exciting time, family!show more

Meet shopdev, your AI developer for Shopify Prompt, edit,... and deploy custom Shopify themes in minutes with the power of AI. Comment ‘shopdev’ for early access! -- Why are we building this? Building Shopify themes used to take months. Now it takes days with Instant. But we’re not done yet. eCommerce is complex, and custom code has long been the standard for building Shopify themes. - What if it were available for everyone, not just developers? - What if you could build it in minutes, instead of weeks? That’s why we’ve built shopdev[.]ai We’ve been exploring the LLM space for a while now to discover how we can make it easier and faster for everyone to build custom shopify stores. Today we’ve found the perfect solution. Join the waitlist and you’ll be the first to try it out.show more

At Uber, design source of truth was a big... problem for design and engineering teams. No one knew what the app truly looked like. So every week, a group of designers would sit in a meeting room and check that engineers had correctly implemented the Figma designs. Now coding agents have increased the throughput of changes by an order of magnitude. Keeping up manually has become impossible. Here we used the Revyl to map every state in Ubert (demo uber), navigating our mobile use agent on a cloud iOS simulator. This would have taken a team of designers tens of hours to recreate by hand. We did it in under an hour, asynchronously, with a simple prompt. Let your team see what your users actually see. Empower coding agents to ship a delightful experience with no blindspots. Get started with our free trial and create a map for your own app.show more

I hosted a $15M+ LIVE masterclass in front of... 3400 people. How I generated $3.24M in 8 months. 104 minutes long with 52 steps. usually millionaires only, $3K+ to access BUT I'm releasing the full recording FREE for the next 24 hours. What I REVEALED : 1. how I went from $0 → $3.24M in 8 months with digital products 2. the exact funnel that generates $40K+ every 7 days on autopilot ( 1 hr daily ) 3. how my student Zain went from minimum wage café worker → $78K/month in 6 months 4/ the AI system that writes 300 posts in 15 minutes and gets 1M+ views/month 52 modules covers: - account setup to first sale in under 48 hours - how to generate $10K/month with one $500 digital product - the automation stack that runs the entire business for $38/month - how to scale to $30K/month with 5+ accounts DELETING IN 24 HOURS comment "MASTERCLASS" and I'll DM it to you ** must be following + retweet to receiveshow more

I lead growth Higgsfield AI 🧩. We went from... 0 to a $5.4B valuation in 17 months. I’m sharing 5 things we did to get here. 1/5: STOP making the rest of the planet watch your launch in English. You spend all that effort making people want your product. Then make understanding it their problem. There’s over 500M people in high-income economies that DO NOT SPEAK ENGLISH whatsoever. Don’t want to lose your TAM? Localize the launch video. Give people the same experience in their own language. We have dozens of world-class motion designers at Higgsfield. Even they hate localization cause it’s massive pain in the ass. I just took the brains of our best motion designers and shipped them as a product. Higgsfield AI Motion Designer. So your company can finally run the same playbook without having to assemble tier-AAA motion team first (cause it’s hella expensive). Open your launch project in After Effects. Connect Higgsfield Plugin to GPT-6 Astra. Type Higgsfield AI 🧩 /use-after-effects. Tell it: “Make Japanese, German and Spanish versions. Translate the editable text, adjust the layouts, keep the animation.” The video below shows the idea. You came here for growth hacks. I’m giving you the machinery. the internet is bigger than your mutuals. do something reasonable with it. sharing 2/5 when this post hits 1M.show more

A 19-year-old student from China, Zhang Wei, developed an... AI radar and sold it to Hong Kong for $550,000 He created it using Claude, spending just $20 and a month on development He walked into the Hong Kong administration office with a flash drive and asked for just 5 minutes of their time. 30 minutes later, he walked out with a check for $550,000 The code, connected to a camera, detects speed in real time. If the speed exceeds the limit, Claude takes a video clip and identifies the owner by the car's license plate. The video and the fine are then automatically sent to the owner's email address Unlike a conventional radar that only takes a photo and doesn't always work, this AI radar eliminates disputes because it captures video and makes the process fully autonomous by sending out the fines on its own The article includes the ready-to-use configurations.show more

At Uber a big problem for design teams and... engineering teams was design source of truth. No one knew what the app truly looked like, so weekly a bunch of designers would get into a meeting room and check that the engineers correctly implemented the figma designs that they made Now with coding agents throughput of changes has increased an order of magnitude and it has become impossible to manually keep up. Here we used the Revyl CLI to create a flow of every state in the Uber design, by navigating our mobile use agent on an cloud iOS simulator. This is something that would have taken a team of designers tens of hours to recreate manually; All done in less than an hour asynchronously with a simple prompt. Enable your team to know what your users are actually seeing and empower coding agents to give your users a delightful experience without any blindspots Get started with our new free trial and create a map for your own app 🗺️show more

🚀Thrilled to share what we’ve been building at TRI... over the past several months: our first Large Behavior Models (LBMs) are here! I’m proud to have been a core contributor to the multi-task policy learning and post-training efforts. At TRI, we’ve been researching how LBMs can help robots learn faster, better, and more efficiently. The key takeaways: ✅ We built an evaluation pipeline to benchmark LBM performance with real 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐜𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 ✅ Pre-training on hundreds of tasks makes models more robust—plus, we can teach new, complex tasks with 80% 𝐥𝐞𝐬𝐬 𝐝𝐚𝐭𝐚 ✅ The bigger and more diverse the pre-training, the better the results Check out our overview video, webpage and paper for more details: ✨ 🌎 📄 We hope this work helps move the field of robotics forward!show more

Our internship applications just opened 5 minutes ago… This... is an INSANE opportunity to work with Composio at the fronteir of AI agents in San Francisco. If you want to: > directly impact 1,000,000s of people with your work. > get 3 years of experience in 3 months at a top series A startup, working with insanely smart people. > work in beautiful sf, meals payed for, team outings, well above market pay and visa sponsorship. Apply using the link in the comments. Oh, and there’s only one posting because you will get to build your own internship depending on what you want to work on.show more

A16Z SPEEDRUN 2026 UPDATE: I think most people secretly... know if they’re founders or not. Some of you can never be happy working inside a giant company, writing docs, in endless meetings. Deep down, you know you’re supposed to build. we're opening up a16z speedrun today! We are accepting applications for our 006 class, where we'll invest up to $1M. It's based in SF, kicking off Jan 2026 but you need to apply now in september. here's how to apply: And yes, we are investing up to $100M in the next 30 days -- it's all happening in september. Quit whatever it is that you're doing, and in 2026 come to SF and work with us out of Andreessen Horowitz's office in SOMA, alongside over a hundred other founders, building the startup you've always wanted to build. We will help you -- both myself and the a16z speedrun team. the details: - up to $1M of investment - hosted at a16z HQ in San Francisco - 12 week program, with an IRL kickoff, luminary speakers, community events - live events with the founders of Carta, Zynga, DoorDash, Behance, Airtable, Twilio, Figma, and more - private dinners/Q&A with Marc and Ben of a16z - apply now, and the deadline will be Sep 28 2025 for SR6 At a16z speedrun, you get access to programs from our operating team and work with experts in marketing, BD, talent, people and capital—more below MARKETING Our team of expert marketers is here to help you win. Whether refining your brand, launching, or building a thriving community, our marketing operators have powered dozens of startups with: - Brand Development -End-To-End Marketing Strategy -PR & Media Coverage -Go-To-Market Execution -Creators & Content TALENT Find and attract the talent you need to build and scale your company. Our curated network connects you with world-class technical talent, executives, advisors, and specialists who can help accelerate your success. Here’s how the program works: - You tell us what you’re looking for. - We use a16z speedrun's brand and referral networks to magnetize talent. - We take hundreds of calls each week to curate a list that we only send to speedrun founders. - You request introductions and we put you in touch. PEOPLE We help you quickly stand up the tools and practices needed to hire, manage, and lead highly performant teams. Our goal is to help you anticipate challenges and navigate some of the most foundational decisions you'll make as you build a world-class company. While a16z speedrun takes place in the US, we welcome founders and companies from around the world. Our Global Founders Program provides specialized guidance for navigating visas and relocation, plus dedicated access to our expert immigration attorney network, so you can focus your energy on building your company. BUSINESS DEVELOPMENT We unlock unparalleled access to networks, expertise, and tools that help startups scale faster. - $5M+ in free credits in our speedrun Marketplace from AWS, GCP, OpenAI, Anthropic, Microsoft, NVIDIA, Stripe, Deel, and many more. - Dedicated advisors & experts to guide you through every partnership, sales, and GTM motion, including crafting your business model and pricing. - Level up your sales with real live demo experience across various events to executives and operators in your target market. - Access to a16z’s network of executives & decision-makers at 2,000+ companies. CAPITAL One of the most important things a founder can do is raise money. Our fundraising program sets the stage for your raise through an in-person Demo Day and an online platform reaching 1,000+ top early-stage investors. We help you prepare with practice sessions, stress tests, and materials review. When you’re in high-stakes negotiations, we coach you, share insider knowledge, and leverage alumni intel on the investor across the table. More details: The a16z speedrun program is a fast‐paced, 12-week startup program that guides founders through every critical stage of their growth. It kicks off with an orientation to introduce the cohort, then dives into rapid product development—helping founders think through MVP while addressing key topics like customer acquisition and design partnerships. Throughout the program, startups benefit from expert-led sessions and interactive office hours that cover: - Brand Building & Go-to-Market Strategy: Crafting your story, marketing, and driving product-led growth. - Customer Acquisition & Launch: Securing early users and executing effective launch plans. - Fundraising & Strategic Partnerships: Pitching, navigating investment, and building lasting relationships. - Team Building & Operational Scaling: Developing high-performing teams and refining internal processes for sustained growth. - Community & Enterprise Sales: Building communities, forming strategic partnerships, and landing your first enterprise customers. - Product-Market Fit & Demo Day Prep: Assessing market traction which culminates in a Demo Day to showcase progress. The a16z speedrun program is IRL and runs for 12 intensive weeks in which our team of expert investors and operators guide your startup from idea to market launch. The program moves through sequential modules—each dedicated to key aspects such as rapid product development, go-to-market strategy, fundraising, team building, and operational scaling. Expect regular check-ins, one-on-one office hours, and interactive sessions, culminating in a Demo Day where you present your progress to potential investors.show more