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Sharp takes on AI ownership, cost, and shipping real systems. Written from the build.

The AI Flattery Trap: How Chatbots Are Fueling Overconfidence and Corporate Delusion

Introduction: The New AI Confidence Problem Artificial intelligence has become one of the most influential technologies in modern business. Companies

More articles

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Get Paid to Become a Software Developer: How StartupHakk’s Apprenticeship Is Disrupting Tech Education

Introduction Breaking into tech is tough. The traditional path demands years of study and tens of thousands in tuition. After

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The Hidden Costs of AI Coding Tools: Why Real Developers Still Need Real Skills

Introduction After 25 years in software development, one thing is clear to me: core coding skills need regular exercise. Just

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The Art of the Perfect Code Review: Why It’s About Growth, Not Just Bugs

Introduction Most developers think a code review is just about catching bugs. But after 25 years of leading development teams,

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The AI Infrastructure Bubble: Why Microsoft’s $80B Retreat Signals a Brewing Tech Correction

Introduction  In January, Microsoft made headlines with plans to pour $80 billion into AI infrastructure. Just weeks later, the tech

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Mistral Small 3.1 vs. the Hype: The Truth About Running This 24B-Parameter Beast Locally

Introduction Mistral Small 3.1 is making waves in the AI community. With 24 billion parameters and multimodal support, it promises

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Build Your Own Streaming ChatGPT App in 30 Minutes Using Semantic Kernel and Grok

Introduction Have you ever dreamed of building your own ChatGPT-style app that streams responses in real time? Most developers hit

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Why AI Won’t Kill Developer Jobs — It’ll Create More Than Ever

Introduction  Everyone’s talking about how AI is going to take over software development. Job losses. Team cuts. A shrinking future

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AI Won’t Replace Developers — It Will Supercharge Them: Why the Tech Industry Is Finally Facing Reality

Introduction Remember when tech executives promised that AI would replace developers by 2025?Well, they’re changing their tune. Sam Altman, CEO

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Why “Vibe Coding” Isn’t Real Software Development: Lessons from 25 Years in the Trenches

Introduction: The Rise of Vibe Coding In today’s fast-paced tech world, it’s easy to think that writing code equals being