Introducing my new OSS framework: OhSnap provides really simple... way to record and reproduce the data your users saw when encountering an issue (bug/crash), integration in your project should take a few minutes at most. Majority of bugs are related to data you have to deal with and often times we have to work with frequently changing data via network API's. Even if you have access to multiple environments (prod/staging/dev) it's still going to be PITA to reproduce a lot of bugs your user saw, since we often get to them a long time after the bug occured... OhSnap allows you to easily record any data your app downloads, pack it and put it on server so that you can replay it on your device later on, while connected to debugger and save hours of development time trying to figure out what exactly they experienced! Here's a demo of 2 app instances running, and me manipulating what server reply I'll be getting, there is 1 line of code needed to record and reply this data (outside of just setting up your framework). I built this so that I can show dev tool building process for the members of which I encourage you to join if you want to put your engineering efficiency at a different level😉show more

OpenAI's Deep Research is getting a run for its... money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!show more

The Dawn of a New Era on $SUI (9)... Still in the festive spirit, let’s look at Tusky , Tusky is a storage service that's not controlled by one company. It uses something called WalrusProtocol to keep your data safe. Your data is encrypted from start to finish, so only you can see it. Instead of one place, your data goes to many different spots. This setup makes your data less likely to be lost or stolen. It helps keep your information safe and always available. Tusky gives you control over your files. You can easily manage them with the tools provided. You decide who gets to see your data. This makes it great for personal storage or working with others. It works with SuiNetwork for even more privacy. You can log in without sharing personal info, keeping everything more secure. This means only you can get to your data, with no third party involved. It is growing fast, with 100,000 uploads already. This indicates its increasing acceptance in the tech community focused on data sovereignty. It's good at managing lots of data safely. In tech, where you want to own your data, TuskyTools is popular. It gives users control over their information. This platform helps keep your data secure and gives you freedom.show more

Virendra and I are building India's largest pothole image... data set. If you want to contribute and are willing to go out with your phone and take a few pics of potholes every week, reply and I'll send you instructions.show more

AI runs on data. Your data. Tech giants scrape... the internet, collect user interactions, and buy datasets to train their models. Now, platforms are charging companies to access the data you created. It doesn't have to be this way. Join the data revolution. Own your data, own your impact.show more

“If you want to be good, you really don’t... have a lot of choices because it takes what it takes. You have to do what you have to do to be successful. You have to make choices and have the discipline, focus on the process of what you need to do to accomplish your goals,” Nick Sabanshow more

You booked a moving company to help you move... to a new home. You agreed to their price and signed a contract with them. On the day of the move they arrive as promised and they pack up your belongings and load it up onto their truck. Then instead of taking them away to your destination, they take it to a warehouse. You call them and they said that it would be more money to take it to your property because it’s getting late. Essentially they are holding your belongings hostage, so what do you do now since you don’t have the extra money they want?show more

Have you ever wondered what it’s like to own... your identity data? With an AIR Account and AIR ID powered by Moca Network, you can unify your data across various apps and platforms, verifying your identity using ZKPs. Your identity becomes unified, and you gain control over it, sharing only what you choose. This enables you to access opportunities that are often missed due to fragmented or unverifiable data. It’s like gaining premium access to an exclusive club, with endless surprises waiting just for you.show more

After 3 incredible years and 1.6M students later, my... journey at ALX Africa has come to an end. It has been a life-changing experience, during which I made a lot of friends, worked with an incredibly dedicated team, and met so many talented students. A few numbers. We scaled from a few thousand students to 1.6M students on our platform. Students loved it and many of them took more than one course: 4M total! For the famous #ALX_SE Software engineering program, our SE students made an average of 2,000 commits and our checker reviewed 180M of their projects. That’s 2B lines of code… and that was before Claude Code. They actually wrote these themselves (unless Kimba said otherwise :) A big thank you to all my SE team mates, I am so proud of what we have accomplished, and I will really miss you all. Thank you to Fred for the trust he put in me and always supporting my crazy new and disruptive ideas. Thank you to my students. It was an honor to work with you, watch you struggle but relentlessly move forward, no matter what, until you got this job. To those who are still struggling finding this job, keep pushing forward. Don’t let go. You got this. You all have worked so hard and I am so proud of you. You are the greatest thing I've ever been part of and I can't wait to see what impact you will have on the world. It’s your turn to shine now, and hopefully for some of you to give back to the community whenever you are in a position to. I hope you’ll keep sharing the good news with me when you get this internship, this job, or when you launch your company. These messages are everything to me. In any case, I’ll be watching you from afar, and you can count on me to continue answering all your LinkedIn and X messages. Can’t conclude without ALX Africa’s signature: continue to “Do Hard Things”. Remember who you are, where you are coming from, and where you set out to go. I’ll see you there soon. With love. J PS: Want to know what's next for me? Drop your email here:show more

When your pain, fear or resentment is consuming you,... no one else can pull you out of the dark, because you ARE the dark. Your mindset. Your thoughts. YOU CONTROL where you work & live, who you live with, what you eat & drink, what time you sleep, how you think, how you feel, how you spend your energy & what you do with your spare time. YOU! These things may feel out of your control but they're not. They're all things we can change if we're unhappy but our MINDSET has us convinced we can't, by playing on our fears of the unknown & our own weaknesses. 'What if I can't find other work?' 'What if I don't find anyone else?' 'I don't have time to cook!' 'I don't have time to workout!' 'I have nothing to feel happy about' 'I can't sleep!' Your life will not change, unless YOU do! You need to change your mindset! No one can do it for you. You can CHOOSE to see silver linings OR just the possibility of rain. You can CHOOSE your HARD... - Struggle through a workout vs struggle to look at yourself & how unhealthy you've become - Struggle to learn a new skill vs struggle in a job you hate. Trying to see beyond your unhappiness, 'bad luck' & bad choices is confronting & can feel impossible...BUT it isn't!! It's possible! Not over night but gradually...taking ONE DAY AT A TIME! Be kind to yourself! Changing your mindset & working on overhauling years of negative thought processes is far from easy but in doing so, you'll reclaim your POWER & take back control of your own happiness. Choosing to go out into the sunshine to drink a cuppa (instead of staying cooped up indoors) won't make your problems disappear...BUT it gives you a few seconds of CALM to REFOCUS your thoughts & a dose of Vitamin D & fresh air, while feeling the warmth of the sun on your skin. In making that choice, you reinforce your self-worth: you deserve time for yourself & you deserve to feel good. It's a simple choice that can completely change how you feel for the better, even if just for a moment. In time, your days can become full of those moments & you'll no longer need to look for the light in the dark. You will BE the light! The beacon of your own happiness ❤️🫂 #mindsetshow more

I have mentioned this a lot of times, “Everyone... needs their own version of MAGICMAN to grow” What I am really saying is : “Everyone needs to give enough time, effort and love to your inner self in order to grow and evolve the way we truly want” I wouldn’t have recovered from it if I didn’t do so . Album ⬇️ hope this can give you energyshow more

Ready to achieve your dreams? Start by setting and... commiting to goals! 🎯 With a clear vision and focused determination, you can turn your aspirations into reality. Goals are the foundation of success. 🏆 They give you a direction to follow and a target to aim for. When you set goals, you create a roadmap to your dreams, and without them, you're just driving in circles. Setting goals has many benefits. - It helps you prioritise your time and resources. Instead of being pulled in multiple directions, you can focus your energy on what really matters. - It provides motivation and a sense of purpose. When you have a clear goal, you have a reason to work hard and push through obstacles. Setting goals also helps you to measure progress and celebrate successes. By breaking down a big goal into smaller milestones, you can track your progress and see how far you've come.show more

most AI chatbots break when you ask a question... that requires info from multiple sources for example try asking: “which client contracts are finishing up this month?” you’ll get a half-answer — or none at all why? because traditional chatbots only look at small snippets of your docs - they don’t understand how things connect across clients, services, timelines that’s where knowledge graphs come in they let you turn messy contracts into a web of relationships — like: "Client → Contract Type → Service Provided → End Date" so instead of guessing from a few chunks of text, your chatbot can search across all your clients and contracts to give accurate answers I made a full walkthrough on how I built this: – how to organize your contracts so an AI can actually use them – how to define what matters (like who signed what, and when) – how to get the AI to figure out what info it needs and where to find it – and how to feed that back into your chatbot so it gives accurate answers reply “graph” and I’ll DM it to you (must be following)show more

An open letter to chibi 💕 Vtuber : Chibi,... in my career as a manager, no one ever surprised me as you. I never saw someone like you. You are someone very professional and passionate for what you do. I truly have no words to say right now besides that I love your content and how you deal with your career. If I am a good manager today, you should know that one of my biggest inspirations is you. This simple mention of my name on your stream could be something really simple to you, but it truly made my day. I do hope we have the opportunity to talk to each other someday. I would love to learn a lot of more things with you. Keep being that amazing creator you are! I bet you are an amazing person as well. Keep doing it with the love you always have! 🩷show more

🚀 My New Book is Here: Data Strategy (3rd... Edition) 🚀 I’m thrilled to share the release of my latest bestselling book, Data Strategy: How to Use Data and Artificial Intelligence to Transform Your Business. Every business today needs data to survive - but simply having data is not enough. What matters is how you use it. A well-designed data strategy is the key to unlocking value, driving insights, and giving your organisation the competitive edge it needs to thrive in the digital economy. From small organisations to global enterprises, I’ve seen first-hand how a data-driven approach can transform operations, improve decision-making, and unlock entirely new opportunities. That’s why I’ve poured my experience into this book — to help leaders and teams build strategies that don’t just talk about data, but actually deliver measurable impact. 🔍 In this third edition, I’ve expanded the book to reflect the latest developments in data and AI, including: ✅ Generative AI and its role in shaping business innovation. ✅ Synthetic data and how it can accelerate AI adoption. ✅ The potential of quantum computing and what it means for the future of data. ✅ Expanded guidance on cybersecurity, regulations, and ethics in a data-driven world. This isn’t just a theoretical framework - it’s a practical guide to collecting, managing, and using data effectively in order to drive growth, innovation, and long-term success. Whether you’re leading a start-up or a multinational, Data Strategy will equip you with the tools you need to stay ahead in a rapidly evolving landscape. 📖 Pre-order your copy today: 👉 Amazon - 👉 Kogan Page - I can’t wait to hear how this book helps you craft your own data-driven strategy and transform your business for the future.show more

WEF - Data use and access Bill “In this... new world we must accept total transparency. You have to get used to it. You have to behave accordingly. Intergrated into your personality. But of you have nothing to hide, you shouldn’t be afraid.” Total control looks like this ‼️show more

With a straight face, Mark Carney says that his... government AI strategy will protect your privacy...and you children: "The first is trust, we will protect your data, your privacy and your children." Huh?! The Liberals have Bills that literally do the opposite of this and want backdoor access to our data, infringing on our privacy.show more

🇯🇵🇰🇷 Japan + Korea Data Residency is coming to... Notion. If you need your Enterprise workspace data to stay in-region, you'll be able to choose Tokyo or Seoul — without giving up any of Notion’s collaborative features. So your data stays local and your team stays connected.show more