Blog

Notes & Essays

Thoughts on health, finance, current events, and the tools I use to build.

tech

Building an Agent Orchestration Platform on a Raspberry Pi

How I turned a Raspberry Pi 5 running Debian Bookworm into a full agent orchestration platform with real-time kanban, WebSocket state sync, and dependency chains -- all on 16GB of RAM with Bun, Hono, xterm.js, Supabase, and Cloudflare Tunnel.

tech

Onboarding Guide: Joining the Optimal CLI Bot Ecosystem

A comprehensive guide for new bot agents joining the Optimal CLI ecosystem - setup, configuration, and best practices.

tech

Running OpenClaw: A Cost Engineering Analysis of LLM Inference Providers (2026)

A quantitative analysis of running OpenClaw across 10 inference providers — including Kimi K2.5, GLM-5, and M3 Ultra Mac Studio hardware benchmarks. Hard math on cost-per-token, throughput benchmarks, smart routing savings, and projected monthly expenses with inline charts.

finance

The Copper Investment Thesis: AI Data Centers, Supply Deficits, and Why Copper May Be the Trade of the Decade

An AI-generated research report analyzing the copper supply-demand imbalance driven by AI data center buildouts, the energy transition, and structural mine supply constraints. Includes comparison to gold and silver, on-chain investment vehicles, fee modeling, and a go/no-go verdict.

politics

Trump’s “Liberation Day”: Reciprocal Tariffs, Market Jitters, and the New Economic Gamble

April 2, 2025 — President Donald Trump is staging what may be one of the boldest trade policy pivots in modern U.S. history. Dubbed “Liberation Day,” this political theater is more than just branding:...

health

Are You Getting Enough Potassium? The Essential Mineral Explained

Potassium, a chemical element with the symbol K and atomic number 19, is classified as an alkali metal and functions as an electrolyte in the body.

health

Stretching Your Years: The Surprising Link Between Flexibility and Lifespan

Exercise is a well-documented factor in extending lifespan and improving health span.

tech

Why should I care about Microsoft and Amazon’s quantum chips?

Quantum computing promises to solve problems beyond the reach of classical computers.

tech

DeFAI & The Rise of AI Agents in DeFi: Exploring HeyAnon

Introduction: The Convergence of AI and Decentralized Finance

tech

How DeepSeek R1 is Redefining AI Competition

If there’s one mantra from the past two years in tech investing, it’s been that Big Tech always wins. Big Tech—led by artificial intelligence juggernauts such as Microsoft/OpenAI, Alphabet, Meta, and Nvidia—has driven a massive run-up in US stock market valuations. But with the emergence of

tech

OpenSea's Bold Leap Forward: Introducing the $SEA Token and the OS2 Platform

"A black and white pointillism illustration of a large pile of trading cards resembling NFTs, stacked chaotically with intricate digital-style designs" OS2 open beta is now live: • A fully reimagined...

health

Why Young Americans Are the Unhappiest They've Ever Been – And What That Says About the U.S.

On March 20, 2025, the World Happiness Report dropped its most striking edition yet—and the United States just hit a new low.

health

Living to 100: Can Blue Zone Habits Really Add Years to Your Life?

Blue Zones are geographic regions identified for their exceptional longevity, where residents often live past 100 with lower rates of chronic diseases like heart disease and diabetes.

health

Filling the Fiber Void: How Boosting Your Intake Could Save Your Life

Fiber, or dietary fiber, is the non-digestible carbohydrate found in plant foods such as fruits, vegetables, whole grains, beans, nuts, and seeds.

health

Vitamin K: The Clot Thickens (and Your Bones Strengthen)

What is Vitamin K? Vitamin K is a group of fat-soluble vitamins essential for various bodily functions, particularly blood clotting and bone health. It is categorized into two main forms: vitamin K1...

health

Vitamin D: Benefits, Sources, and Why You Might Not Be Getting Enough

Vitamin D, often referred to as the "sunshine vitamin," is a fat-soluble vitamin essential for numerous bodily functions, particularly bone health and immune system support.

tech

Ethereum for Beginners: A Short & Essential Introduction

Ethereum is more than just a cryptocurrency—it’s the backbone of an entire decentralized ecosystem. Launched in 2015, it introduced smart contracts, allowing developers to build decentralized...

politics

Trump vs. The Fed: Can Politics Influence Interest Rates?

As the economy moves into 2025, interest rates remain a hot topic for consumers, businesses, and policymakers alike. After multiple rate cuts in 2024, many had hoped for further reductions to ease...

politics

North America on Edge: Trump’s Tariff Threats Loom as Saturday Deadline Approaches

The world of global trade is bracing for impact. With a stroke of his pen, former President Donald Trump is poised to slap 25% tariffs on Canadian and Mexican imports—a move that could disrupt $1.6...

personal

The Optimal Beginning: Building, Learning, and Growing Together

Hey everyone, I’m excited to kick off this blog, where I’ll be sharing everything—the wins, the losses, the experiments, and the lessons—as my team and I build our first e-commerce business from the...

finance

Trade War on Pause: Are We Safe From Price Hikes?

This week has been a whirlwind of political events and market reactions as trade policies dominated headlines. From President Donald Trump’s sweeping tariff announcements to global market...

finance

The 30% Rule Is Outdated – Here’s What Actually Matters

For decades, personal finance experts have thrown around the 30% rule as a golden standard for housing costs. The idea? 💭 You should spend no more than 30% of your income on rent or mortgage...

personal

Weekend Recap: Building, Eating, and Embracing the Flow

If there’s one thing I’m leaning into this year, it’s balance—between building, learning, resting, and just enjoying life. This weekend was the perfect mix of that. Saturday: Stretching My Brain with...

politics

USAID at a Crossroads: Reform, Transparency, or Collapse?

As someone deeply invested in responsible governance and financial accountability, I recognize the importance of curbing inefficiencies and addressing corruption within public institutions. However...

finance

How to Identify a Profitable Product Before It Becomes Mainstream

In the dynamic landscape of e-commerce, timing is a critical determinant of success. Businesses that recognize and introduce trending products before they achieve widespread popularity position...

Originally published on Substack