How I Built an SEO Analysis Tool with AI Agents
Aug 23, 2025
High-level look at building an SEO analysis tool with GitHub Copilot and Claude Sonnet 4 - what worked, what broke, and why AI speed still needs human direction.
Latest
Backtesting Random Trading Signals: From Chaos to Code
Aug 11, 2025
A backtest of random trading signals on NQ futures - from seed 42 experiments to massive 10,000-generator ensembles. Explore probability patterns, profit curves, and what happens when chaos meets code.
Write Faster with AI - While Keeping It Yours
Aug 4, 2025
Write faster with AI while preserving your unique style. A creator’s step-by-step workflow that works.
Why, When, And How I Use AI
Aug 3, 2025
Explore how I integrate AI into daily work - for research, writing, and learning - and the real challenges of accuracy, trust, and privacy.
AI is the Software. You are the Hardware.
Jul 27, 2025
AI won’t replace humans - but it will redefine their role. A deep dive into abstraction, specialization, and what AI is really doing to us.
S3-Compatible XML on GCS Tricked Me
Jul 27, 2025
While cleaning up old DNS records, I mistakenly deleted key subdomains after confusing Google Cloud Storage with Amazon S3 - thanks to a misleading XML namespace. Here's what happened, what I missed, and what I learned
Why I moved to Ghost Pro
Jul 26, 2025
After a 7-year hiatus, I’m rebooting this blog with a fresh mindset. From battling perfectionism and over-engineering my own blogging tools to embracing managed platforms like Ghost Pro, this post reflects on the lessons learned - and a pivot toward frictionless writing in 2025.
The Truth About Prop Firms - Why Most Traders Fail Before They Begin
Jul 25, 2025
Most traders enter prop trading with big hopes and bigger misconceptions. Here’s what really happens, why most fail, and how to trade smarter.
Why Your Trading Strategy Fails You: It’s Not Just the Metrics
Jul 19, 2025
Evaluating a strategy isn’t just stats - it’s about mindset, drawdown tolerance, and lifestyle fit. Here’s my stick-with-it framework.
The Trader's Accuracy Trap: Why Winning Too Often Can Break You
Jul 17, 2025
Many traders chase high win rates, but this can backfire on them. Learn why low reward-to-risk setups can break you, even if you’re often right.
How to Backtest a Simple Trading Strategy Using ChatGPT
Jun 23, 2025
I used ChatGPT to backtest an EMA + ATR system with stop-loss, slippage, commissions, take-profit, and real P&L tracking.
The Backtester’s Edge: How Code and AI Transform Your Strategy Game
Jun 22, 2025
Manual backtests build feel, but code (or AI tools) helps you test faster and uncover deeper insights.