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Showing posts with the label LLM agents

“From Print to Prompt: 50+ Pythonic Concepts Every LLM Agent Engineer MUST Know (If You Want to Build Real AI Apps)

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“From Print to Prompt: 50+ Pythonic Concepts Every LLM Agent Engineer MUST Know (If You Want to Build Real AI Apps)” Artificial Intelligence has changed the world in unbelievable ways. Just five years ago, writing programs that could reason , analyze a PDF , solve logic problems , or run automated workflows sounded like something only Elon Musk , OpenAI , or Big Tech engineers could do. But today? With Python and modern open-source Large Language Models (LLMs), any developer can build their own AI agent : That executes tasks Reads files Searches the web Calls APIs Makes decisions And even talks like a human But here’s the hidden truth: You cannot become a powerful AI/LLM engineer if your Python fundamentals are weak. People jump directly into LangChain , CrewAI , AutoGen and skip understanding the Pythonic foundations behind LLM agents: Modular pipeline coding Context management Dependency control Data validation Async execution Functio...

"I Built an AI Coach That Tracks My Progress and Edits My Learning Plan in Real-Time"

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  I Built an AI Coach That Tracks My Progress and Edits My Learning Plan in Real-Time Okay, so I’m 18. Still figuring out life, like most of us are. I’m trying to learn as much as possible, as fast as possible, because this world? It’s not slowing down for anyone. But honestly... learning felt chaotic. YouTube tutorials, random blogs, half-finished courses. No structure. No plan. So I thought—why not let AI handle it? That’s what led me to build something that literally changed how I learn. 🎯 What I Built (And Why It’s Cool) I created an AI Coach —a digital mentor that actually gets me . It doesn't just hand over a random plan. It: 🎓 Generates a learning roadmap based on what I want to learn ✅ Lets me track my progress with checkboxes and saves it ✏️ Lets me edit the plan on the go (like actually delete or rewrite steps) 🔁 Can refine the entire plan in seconds if I feel it’s too hard or too easy I used LLM (Large Language Models) to power the brain, a s...

What Is Happening to Developers in 2025? The Brutal Truth Nobody Is Telling You

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  What Is Happening to Developers in 2025? The Brutal Truth Nobody Is Telling You CEOs, CTOs, and startup founders — the way you hire and scale tech teams is about to change forever. If you're still recruiting like it’s 2020, you're already behind. In 2021, becoming a developer was one of the most sought-after career paths in the world. Fast forward to 2025, and something strange is happening. Developers are struggling to find jobs. Some are quitting altogether. Others are being replaced, not by humans, but by machines — powerful AI agents and no-code platforms. So what exactly is going on? This article breaks down why developers are not getting jobs, why many don’t even want one anymore, who is replacing them, and what processes are silently reshaping the tech world . 1. Why Developers Aren’t Getting Jobs Anymore i. Supply Exceeds Demand During the COVID boom, the world saw a coding revolution. Bootcamps, YouTube, and MOOCs flooded the market with entry-level deve...