Startup Hakk

"What happens if your business doesn't work? Spencer Thomason #Coding #SoftwareDevelopment #CodeYourFuture

Apple just admitted what many of us tech veterans have been saying for years - AI isn't ready for prime time! That's right, the trillion-dollar tech giant that's obsessed with quality control just pushed back their "Apple Intelligence" Siri upgrade indefinitely. When a company that won't ship a product until it's polished to perfection tells you AI isn't ready, we should all pay attention. This isn't just another delay - it's a massive wake-up call about the state of AI technology. Apple's essentially saying, "We tried our best with unlimited resources and the brightest minds in tech, and we still couldn't make this work reliably." If that doesn't make you question the AI hype train, I don't know what will. So as I was saying, Apple just threw cold water on the AI hype by delaying their Siri upgrade indefinitely. When a company with Apple's resources, talent, and quality standards can't get AI to work reliably, it should make everyone think twice about how ready this technology really is for critical applications. Let's break down what this means and why it matters. #AI #apple #aihype #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

?? Why Boring Tech Might Be the Smartest Choice for Your Business The latest technology trends often grab attention, but what if the smartest choice is the one that’s been around for years? Boring technology—stable, well-documented, and widely used—might not be exciting, but it works. Businesses that prioritize reliability over hype save time, cut costs, and scale effortlessly. ? Proven reliability ? Strong community support ? Faster development & hiring ? Better security & long-term stability Don't let the buzz distract you from what truly matters. Learn why choosing boring tech could be your smartest move. ?? Read the full blog: https://lnkd.in/gVUitTyW #Technology #BusinessGrowth #Efficiency #Scalability #StartupHakk

?? Why Smaller AI Models Are the Future ?? Everyone talks about bigger and more powerful AI models, but what if smaller is actually better? ?? Big AI models are expensive, slow, and overkill for many applications. Startups and developers need solutions that are: ? Cost-effective ? Fast and efficient ? Accessible and easy to deploy Smaller AI models are transforming industries—from mobile apps to healthcare and IoT. They offer speed, flexibility, and affordability without sacrificing performance. The future of AI isn’t just about size—it’s about efficiency. Want to know why compact AI models are a game-changer? Read the full blog here! ?? https://lnkd.in/gvygxmk8 #AI #MachineLearning #Startups #Technology #Innovation #ArtificialIntelligence #TechTrends #StartupHakk

How to ship your first product! MVP lessons! Challenge yourself now and see what you can do to make that happen? What can you cut out to get the product shipping? How long does it take to sell 1? How long does it take to sell 10? How long does it take to sell 100? How long does it take to sell 1000? You will make different decisions at each level! Elon Musk said: “Stop being patient and start asking yourself, how do I accomplish my 10 year plan in 6 months? You'll probably fail, but you'll be a lot further along than the person who simply accepted it was going to take 10 years!” #entrepeneur #startup #mvp #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

?? Top Flutter Packages for 2025: Supercharge Your App Development Flutter is evolving rapidly, and using the right packages can save you time, boost performance, and enhance user experience. Whether you're building small apps or large-scale projects, the right tools can make all the difference! In my latest blog, I break down the must-have Flutter packages for 2025, covering: ? Performance & state management ? UI & design enhancements ? Networking & API integration ? Database & storage solutions ? Developer productivity boosters Check out the full list and optimize your Flutter projects today! ???? ?? Read here: https://lnkd.in/gvygxmk8 #Flutter #AppDevelopment #MobileDevelopment #Tech #StartupHakk ??

We turned a $40,000 loss into success! I would ask you to take this and think about this today: What can YOU take TODAY that might look like a failure and turn into a SUCCESS??!? #entrepreneur #startup #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

?? OpenAI’s GPT-4.5 Orion: The Beginning of the End for Mega AI Models? ?? OpenAI just launched its biggest and most expensive AI model ever—GPT-4.5 Orion. But instead of a breakthrough, it’s looking more like a flop. ?? Performance is underwhelming—Users report minimal improvements over GPT-4. ?? Costs are skyrocketing—Each query is losing OpenAI money. ?? GPU shortages are stalling AI growth—Scaling AI is hitting its limits. This reminds me of when CPUs hit their clock speed limit, leading to multi-core processors. Is AI facing a similar turning point? The "bigger is better" AI era might be over. The future could be smaller, smarter, and more efficient AI models. ?? Read the full analysis here: https://lnkd.in/geB98FJp Is OpenAI on the wrong path? Or is this just a temporary setback? Let’s discuss! ?? #AI #OpenAI #Tech #MachineLearning #StartupHakk

The database you choose can make or break your entire application, and in 2025, the landscape has changed dramatically. After building systems on all three of these databases for 25 years, I can tell you that the conventional wisdom is dead wrong. SQLite isn't just for small apps anymore, PostgreSQL isn't always the premium choice, and MySQL isn't the performance king everyone claims. I've architected systems processing millions of transactions daily, and I've seen firsthand how the right database choice can save you thousands of development hours and hundreds of thousands in infrastructure costs. Today I'm going to show you exactly which database you should be using for your specific needs in 2025, and I guarantee some of my recommendations will surprise you. So choosing between SQLite, PostgreSQL, and MySQL in 2025 is a lot more nuanced than most developers realize. Each has evolved dramatically over the past few years, and the old rules of thumb don't apply anymore. Let me break down the key factors you need to consider to make the right choice for your specific situation. Performance Benchmarks in 2025 The latest benchmarks show that SQLite actually outperforms both PostgreSQL and MySQL for read-heavy workloads with under 10,000 concurrent connections PostgreSQL's query optimizer has made massive strides in the last two years, now handling complex joins up to 40% faster than MySQL in real-world applications MySQL still edges out the competition on simple CRUD operations by about 15-20% when properly optimized The gap between SQLite and the "big databases" has narrowed so much that for many applications, the file-based database is actually the performance winner These performance characteristics have changed dramatically in the last two years, making much of the advice online completely outdated Scaling Realities in the Cloud Era SQLite's serverless nature makes it perfect for edge computing and containerized environments, where it can scale horizontally in ways that were impossible five years ago PostgreSQL's logical replication in version 16+ has transformed its scaling capabilities, making it a legitimate option for globally distributed applications MySQL's cluster offerings still provide the most straightforward path to massive scale for teams without dedicated DBAs Cloud providers now offer optimized versions of all three databases that abstract away many of the traditional scaling limitations Article I referenced https://lnkd.in/g2-mF4xs #sql #mysql #postgresql #database #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

SQL warriors! Are you tired of getting tangled up in complex JOIN queries? Do you break out in a cold sweat every time you see the words "INNER JOIN" or "LEFT OUTER JOIN"? Well, fear not, because today we're going to demystify the art of SQL JOINs and make them so simple, even your grandma could do it! That's right, after a quarter-century in the database trenches, I've seen my fair share of JOIN-related horror stories. But I'm here to tell you that JOINs don't have to be scary. With a few simple concepts and some clever analogies, you'll be JOINing tables like a pro in no time. So grab a coffee, fire up your favorite SQL editor, and let's dive in! Understanding the Basics - JOINs are all about combining rows from two or more tables based on a related column - They let you create new, more meaningful datasets by linking information across your database - Think of JOINs like a matchmaking service for your data - they introduce tables that belong together - The key to mastering JOINs is understanding the different types and when to use each one - If your JOINs are running slow, it might be time to add some indexes to speed up those lookups Article I referenced https://lnkd.in/gkRy8CbB #sql #mysql #postgresql #database #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode