Aim to make A Model Context Protocol (MCP) server for collecting, processing, and serving cryptocurrency market data including real-time prices, historical data, and market information. This server can be used both as a traditional REST API server and as an MCP server for AI assistants. The remaining components are largely analogous to the principles of … Continue reading Make a MCP Crypto Market Server

There’s a specific benefit to learning deeply across multiple domains that rarely gets mentioned: once you understand a concept in one field, you start recognizing its shape in many others. This isn’t accidental. It’s the result of what I call the network effect of knowledge — where understanding in one area directly increases clarity in … Continue reading When Knowledge Compounds: The Network Effect of a Multi-Domain Mind

The tiger is not taught to strike.The sheep is not told to yield.Each becomes what it iswithout effort,without thought. Water flows to the ocean.A stone falls by gravity.No force. No striving.Only nature obeying itself. But man interferes.He disciplines the wild.He corrects the innocent.He calls it teaching. He forgets:the best of anythingis not built —it is … Continue reading Let the Tiger Be a Tiger

There are those who walk the Earth content to dwell within its borders — and then there are those who see the stars not as distant points of light, but as destinations. As challenges. As rightful frontiers of the human spirit. I am of the latter. This life — brief, fragile, and miraculous — is … Continue reading The Human at the Helm: A Vision Beyond Earth

A child does not ask to be born. She arrives not by her own will, but through the longing, the hope — perhaps the blind faith — of her parents. In this truth lies a sacred and irreversible debt. For to bring a life into the world is not merely a gift given — it … Continue reading The Silent Promise of a Parent

n today's data-rich landscape, whether it's recommending your next binge-watch, finding relevant search results, or even understanding how different genes relate, a fundamental concept underpins it all: similarity. And surprisingly, in the world of computers, measuring how "alike" things are boils down to calculating distance – often powered by the elegant efficiency of matrix multiplication. … Continue reading Matrix Math is the Unsung Hero – It Computes Distance Hence Similarity

The core Tree-sitter project and its query language were primarily created by Max Brunsfeld. He was a key developer at GitHub, where Tree-sitter was originally developed for use in the Atom text editor. Tree-sitter was first released in 2018. While Atom has since been sunsetted, Tree-sitter has found a life of its own as a … Continue reading Tree-sitter and Collaboration with LLM

Referenced Clue4free repo: https://github.com/ry2009/cluely4Free/blob/main/brain/prompt_builder.py the key part is in the brain folder where there are the prompt_builder, response_executer and router files. The system prompt is system_prompt = f"""You are Cluely, a helpful and proactive desktop AI assistant. You understand context from what users say and what's visible on their screen. Current Context: - Time: {current_time} … Continue reading Replicate Cluely per Existing Free Version in Github

Portfolio Analysis suite – encompassing Performance, Risk, Attribution, and Exposure – is monumental. This isn't just about code; it's about deep financial domain expertise, massive data processing capabilities. we can design a conceptual codebase structure that could underpin such a system, breaking down the complexities into logical components based on modern software architecture principles. /factset-portfolio-analytics-suite … Continue reading Replicate Portfolio Analysis Tool with AI Commodity Codes

LucidLink is a cloud-native file collaboration platform that lets teams work with large files in real time—just as if they were stored on a local drive—even while the actual data stays securely in the cloud. What Does LucidLink Do at Its Core? Streams files from cloud storage (like S3) without full downloads Caches smartly to … Continue reading Replicate Lucidlink Codebase with AI Commodity Codes