Startup Hakk

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

Google just released Gemma 3 as fully open source, and it runs on hardware that costs less than your phone. I've been building AI systems for years, and this is the first time I've seen a genuinely powerful model that you can run on a budget PC build. I'm talking about running an advanced AI model on a $500 DIY machine that you can build this weekend. Forget paying for API credits or needing a $4,000 graphics card - today I'm going to show you exactly how to build your own AI powerhouse with Gemma 3 and run code that would have required expensive cloud resources just months ago. This is the democratization of AI that developers have been waiting for. Google releasing Gemma 3 as open source is a potential game-changer for developers and small companies wanting to harness AI capabilities without massive infrastructure costs. Let's break down what this means and how you can start using it today on affordable hardware. Google has officially released Gemma 3 as completely open source, marking a significant shift in how powerful AI models are being made available to developers. According to Google's official announcement, this isn't just another minor model release but a complete family of models designed specifically for development and customization. Unlike many "open source" models that come with restrictive licenses, Gemma 3 has been released under genuinely permissive terms that allow for commercial use, modification, and redistribution. After 25 years in software development, I've seen few technologies with this level of capability suddenly become accessible to individual developers and small teams. The key innovation isn't just the model's performance, but its optimization for consumer-grade hardware which dramatically reduces the barrier to entry for AI development. This represents a genuine democratization of AI technology that allows developers to experiment, fine-tune, and deploy without the typical cloud computing costs that have kept advanced AI out of reach for many. #AI #LLM #SoftwareDeveloper #DIYAI #GEMMA #google #codeyourfuture #coding #learn2Code #learntocode

The guy who was "definitely going bankrupt" with Tesla in 2018 now runs the most valuable car company on the planet. The guy who was "wasting money on silly rockets that will never land" now dominates the space industry. The guy who was "overpaying for a failing social media platform" just turned it profitable. After 25 years in tech, I've watched countless "experts" predict Musk's downfall - and I've watched those same experts eat crow over and over again. Today I'm going to break down exactly why betting against Elon has been the fastest way to look foolish for the past two decades - and why the smartest investors and tech leaders in the world refuse to do it. Betting against Elon Musk has been a losing strategy for decades now, but people keep doing it anyway. There's a reason why the smartest minds in business and technology - from Warren Buffett to Bill Gates - have learned to respect what Musk can accomplish. Let's break down why the Elon skeptics consistently end up on the wrong side of history. #elon #elonmusk #musk #tesla #spacex #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

?? Tech Trends That Promised Everything… But Failed Miserably The tech industry is full of innovation—but not every trend stands the test of time. Some ideas sound groundbreaking but crumble under real-world demands. ?? No-code tools? Great for prototypes, but full-scale systems? A disaster. ?? Java applets & Flash? Slow, insecure, and thankfully obsolete. ?? NoSQL replacing SQL? Didn’t happen—structured data still reigns. ?? Web on blockchain? Cool in theory, pointless in practice. ?? AI replacing developers? More like an assistant, not a takeover. Tech moves fast, but not every innovation is a revolution. Want to know which trends flopped and why? Read my latest blog: ?? ??https://lnkd.in/e9nMBcs9 #TechTrends #Innovation #StartupHakk #AI #NoCode #WebDevelopment #TechFailures

Microsoft Satya Nadella's Calls the AI Bubble Burst The CEO of Microsoft just accidentally admitted what many of us have suspected for months - the AI bubble is bursting. Satya Nadella, in what might be the most revealing statement from any tech CEO this year, declared that "AGI is not the real benchmark: 10% economic growth is." Wait, what? The company that's bet billions on AI partnerships with OpenAI is suddenly changing how they measure success? After 25 years in software development, I know exactly what this means - they're moving the goalposts because they can't score. This is the tech equivalent of saying "we didn't lose, we just redefined winning." Today I'm breaking down why Nadella's comments should terrify AI investors and what it means for the future of the technology that everyone's been hyping as the next industrial revolution. So as I was saying, Satya Nadella just made a remarkable pivot in how Microsoft is talking about AI success, and it speaks volumes about the reality behind the AI hype. When you've been in tech as long as I have, you learn to read between the lines of executive statements, and this one is practically screaming "our AI investments aren't delivering what we promised." https://lnkd.in/gNewHr7B https://lnkd.in/gdBSx4H7 https://lnkd.in/gWTdPwhT #AI #LLM #Microsoft #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

?? Master SQL JOINs Like a Pro! ?? Struggling with SQL JOINs? Do terms like INNER JOIN, LEFT JOIN, and FULL OUTER JOIN make your head spin? ???? Don’t worry—I’ve got you covered! In my latest blog, I break down SQL JOINs in the simplest way possible, using real-world analogies and easy-to-follow examples. After reading this, you’ll be JOINing tables like a database guru in no time! Here’s what you’ll learn: ? INNER JOIN – When you need only matching records ? LEFT JOIN – When you need everything from the left table ? RIGHT JOIN – When you need everything from the right table ? FULL OUTER JOIN – When you need all records from both tables ? SELF JOIN – When tables reference themselves ? CROSS JOIN – When you want every row matched with every row Say goodbye to SQL JOIN confusion and hello to query mastery! ?? Read the full blog here: https://lnkd.in/gufURKXs #SQL #Database #DataAnalytics #SQLQueries #Tech #Coding #StartupHakk

?? Microsoft’s Phi-4-Mini: The Tiny AI Model Revolutionizing Coding ?? AI is evolving, but bigger isn't always better. Microsoft’s Phi-4-Mini is proof that small, efficient AI models can outperform massive ones. With just 1.3 billion parameters, it delivers top-tier coding assistance locally on your laptop – no cloud, no lag, no extra costs! ?? Why Phi-4-Mini is a Game-Changer for Developers: ? Runs efficiently on consumer hardware (16GB RAM) ? Beats models 5x its size in coding tasks ? Local execution = better privacy, lower costs, & no latency ? Seamless Ollama integration – AI-powered coding in one command ? Supports multimodal input (code + images) ?? The future of AI isn’t about size—it’s about efficiency. Read the full breakdown on how Phi-4-Mini is changing the game for developers: https://lnkd.in/g-c7536J #AI #Coding #Microsoft #Phi4Mini #ArtificialIntelligence #Developers #StartupHakk

Will the AI bubble burst? The AI hype train is running full steam ahead, but the tracks might end sooner than you think. After 25 years in software development, I've lived through enough tech bubbles to spot the warning signs - and they're flashing red right now. Companies are pouring billions into AI capabilities they can't actually deliver. The gap between promises and reality grows wider every day. Remember how the internet bubble burst in 2000 and the crypto bubble popped in 2022? The AI bubble might be next. Look at Apple - the most valuable company on earth with unlimited resources - they just delayed their AI features indefinitely because they couldn't make them work reliably. If Apple can't make AI deliver, what chance do the startups with a fraction of their resources have? I'm seeing troubling signs that the AI bubble might be approaching its bursting point. The technology is impressive - no doubt about that - but there's a growing chasm between what's being promised to investors and what's actually possible with today's technology. Let me break down the key problems I'm seeing. Despite these challenges, AI still has tremendous potential if expectations are reset to match technological realities. The bubble bursting might actually be healthy for the industry - clearing out the hype and allowing focus on applications that genuinely work today. After 25 years in technology, I've seen how the most valuable innovations often emerge after the hype cycle crashes and realistic expectations take hold. Companies that survive the coming correction will be those focused on narrow, specific AI applications with clear ROI rather than promises of artificial general intelligence. The winners won't be the companies promising the moon, but those delivering reliable solutions to specific problems with measurable business value. When the AI bubble does burst, it won't be the end of AI - just the end of unsustainable hype and the beginning of a more mature, realistic industry. And if your company wants to navigate the com Welcome to StartupHakk! I'm Spencer and here at StartupHakk we train Software Developers in our LICENSED Bootcamps and build Custom Software Solutions for companies. With a decade of executive leadership as a Fractional CTO and 25 years in software development, I've mastered transforming tech teams and products. #AI #LLM #OpenAI #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

Your .NET API is probably wide open right now, and hackers are probing it as we speak. I've seen companies lose millions because they skipped basic security steps that would have taken less than an hour to implement. After 25 years building secure systems, I can tell you that most .NET developers are making the same mistakes over and over again. The worst part? These aren't complex security issues - they're simple fixes that Microsoft has already built into the framework. Today I'm going to show you exactly how to lock down your .NET APIs and web apps with concrete steps that will immediately boost your security posture. These aren't theoretical concepts - this is the exact security checklist I've used for Fortune 500 clients. So as I was saying, securing your .NET APIs and web applications doesn't have to be complicated, but it does require attention to detail and implementing several layers of protection. Let's dive into the most critical security measures you need to implement right now to protect your applications from the most common attack vectors. I'm Spencer and here at StartupHakk we train Software Developers in our LICENSED Bootcamps and build Custom Software Solutions for companies. With a decade of executive leadership as a Fractional CTO and 25 years in software development, I've mastered transforming tech teams and products. #security #.net #apis #softwaredeveloper #codeyourfuture #coding #learn2Code #learntocode

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