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I built a self-evolving AI system — here’s how it works
How-ToWeb Development

I built a self-evolving AI system — here’s how it works

via Dev.to WebdevJassie3h ago

I built a self-evolving AI system — here’s how it works As an IT student, I’ve been exploring AI for a while, and one thing always felt limiting. Most AI tools just respond. They don’t adapt. They don’t improve. They don’t evolve. So I decided to build something different. 💡 The Idea Instead of creating another chatbot, I wanted to build a system that: Learns from interactions Improves over time Handles real tasks That’s how Sentinal AI started. ⚙️ What it can do Right now, the system can: Automate certain workflows Access the internet when needed Work with cloud models (Groq, Gemini) Run locally using Ollama Operate both online and offline 🧠 How it works (simplified) The core idea is to combine: AI model responses Task execution logic Continuous adaptation Instead of static responses, the system evolves based on usage patterns and context. 🚧 Current Stage It’s still early and experimental. I’m actively improving: Decision-making logic Memory capabilities Automation depth 🚀 What’s next

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