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stderr.log@ryu

Tech, Rust, Cybersecurity, and Notes

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Agentic AI: planning, reasoning, and acting with Autonomy

What is an Agentic AI Agentic AI refers to systems that don’t just answer questions, but can plan, decide, and act on their own. They use LLMs + Tools + Memory to handle Multi-Step Tasks without being told exactly what to do at each step. For example: You say “ Book me a trip to Delhi this weekend under Rs.5000. ” An Agentic AI might : Search for flights & buses. Check Hotels. Compare Costs. Make…

Building a Containerized Financial Data API with FastAPI and Docker

How it started? Yesterday, I received a backend assignment from Invsto. the goal was to build a containerized API service that could store, serve, and analyze Stock price data. What’s inside? I built a complete FastAPI backend with the following key components: a PostgreSQL database to store time-series price data a clean rest API to ingest and retrieve it a moving average crossover strategy to…

who tis the?

intro let’s get to it now. Let me brief you a little bit about myself~ who am i? Alok but i am known as “ ryu ” on the internet, an ECE|DS undergrad student (what is this place? hell?), where am i from? Earth . juggling college together with personal projects like this or Yoru ( secret ) and some professional work over at IIT Madras . what plans do I have in the near future? (besides living) apart…