JJairaminthearchitectsmind.hashnode.dev·Jul 15 · 6 min readA Beginner’s Guide to Setting Up a Miniforge Conda Environment for Python in VS CodeIf you are learning Python, setting up your tools the right way makes everything easier. A clean environment keeps packages organized, avoids version conflicts, and helps you focus on learning instead00
JJairaminthearchitectsmind.hashnode.dev·Jul 7 · 4 min readLLM Agents & Tool Calling: Engineering Autonomy 1) Core Problem An LLM is a frozen text predictor trapped in its training data. It cannot check today's weather, query a private database, or execute deterministic math. The Problem: How do we bridge 00
JJairaminthearchitectsmind.hashnode.dev·Jul 4 · 8 min readBuilding My Personal Productivity App: Phase 1I did not start this project because the world needed another productivity app. I started it because I wanted to understand the journey of building one. There are already many great productivity tools00
JJairaminthearchitectsmind.hashnode.dev·Jul 1 · 7 min readHow Large Language Model based AI Assistant Work : A 1,000-Foot OverviewCore Idea How can a machine generate useful human language without being explicitly programmed for every sentence? The answer is not the model knows language like a person. The answer is: it learns 00
JJairaminthearchitectsmind.hashnode.dev·May 14 · 4 min readA Minimal Prompt Template to Explain System ArchitecturePrinciples 1. Lead with why, not what. The first paragraph answers: what problem does this system solve and why does it exist as a separate concern? Never start with implementation details. 2. One dia00
