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How AI Agents Actually Work (What's Really Going On Behind the Scenes

3m ago · 5 min read · Let Me Start With Something You've Probably Already Seen You type something like: "fix this bug" And then… you stop. You don't keep typing. You just watch. It reads your code. Changes something. Run

The Part Nobody Explains: How AI Agents Decide What To Do

1d ago · 5 min read · In the last post, we saw this: AI can use tools. It can: search the web run code open files call APIs Cool. But something still feels… missing. Because there's one question almost nobody properly ex

What Is a "Tool" in AI Agents? (The Part That Makes Them Useful)

1d ago · 4 min read · In the last post, we said this: An agent = AI that keeps trying But that brings up a fair question. How does it actually do anything? How does it open a file? Search the web? Run code and check if i

what is AI Agent

1d ago · 4 min read · Let me ask you something before we get into any definitions. Have you used Cursor? Claude? GitHub Copilot? If yes — you've already used an AI agent. Nobody just never told you that. Let me show you wh

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BGE-M3: The Embedding Model That Makes RAG Actually Work

Apr 26 · 3 min read · 3-minute read · Part of the RAG & Embeddings series 🧠 What Makes BGE-M3 Special? BGE-M3 is not just an embedding model — it handles multiple retrieval tasks in one model. Here's everything, kept sim