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Coding is changing faster than you think. Not just "AI helps with autocomplete." AI is becoming the primary developer. You become the reviewer. The Skill Inversion Old model (2020): Human writes code.
Single AI agents are limited. They make mistakes. They miss context. They take wrong paths. Multi-agent systems don't have these problems. They have different problems. But better ones. The Single Age
You've learned basic RAG. You embed documents. You retrieve them. You feed them to an LLM. It generates an answer. Then you deploy it. And it breaks. Because the real world isn't simple retrieval. Adv
The biggest AI models aren't winning anymore. GPT-4: 1.8 trillion parameters Claude 3 Opus: 200+ billion parameters Claude 3.5 Sonnet: Unknown but smaller Llama 3.1: 405 billion parameters PhiMoe (ope
The era of "magic prompts" is over. You know the ones. The thousand-word prompts with perfect formatting. The ones everyone shared on Twitter like they were gold. "Use this system prompt and get 10x b
You've never heard of vector databases. Yet they're running in the background of every AI app you use. ChatGPT uses them. Claude uses them. Every startup building on top of LLMs uses them. And underst
The dirty secret of modern AI: we're running out of real data. Internet text that trained GPT-3? Mostly used up. Public images? Getting scraped bare. Labeled datasets? Expensive and slow. So AI compan
The era of "text-in, text-out" AI is ending. Multimodal models—AI that understands images, video, audio, and text together—aren't the future. They're the present. And they're about to transform entire
The AI revolution isn't about better models anymore. It's about agents that actually do work. We're entering the agentic era of AI. The Shift from Inference to Action For years, AI meant asking ChatGP
