Building
Shipping products solo: the craft, the stack, the decisions.
My AI Trading System Did Nothing for 15 Hours. Then It Nailed Two Trades.
15 hours of silence, then two profitable trades in 3 hours. The hardest edge is trusting the system when it is doing nothing.
My AI Trading Bot Treats 4 Coins Equally. Today I Found One Has Been Dragging the Portfolio Down.
SOL has been my weakest coin: 34% WR vs BTC 45%. Per-coin tracking shipping in Sprint 125.
The Road to Hell is Paved with AI-Generated Fool's Gold
AI has made it cheap to look credible without being credible. But the trust floor is cracking.
My AI Trading System Just Taught Me the Difference Between Catching a Move and Chasing One
Caught +72 USD on regime flip, then lost -120 USD chasing. Built a filter to prevent that.
My AI Trading System Navigated Its First Regime Change Completely Autonomously
Market flipped from bearish to bullish. The system stopped shorts, opened longs, and caught +72 USD in 60 minutes. Zero manual input.
Why Your Consulting Website Is Invisible to AI (And How to Fix It in 15 Minutes)
Most consulting websites are invisible to AI because they optimise for Google, not for LLMs. Here is how to fix that in 15 minutes.
My AI Trading System Made $127. Then It Blocked Its Best Trade Ever.
System made +$127, then blocked 88% confidence signal because a paper balance was hardcoded to $2K.
I Built a Filter to Avoid Losers. It Was Blocking My Best Trades.
Found my AI trading system was blocking its best trades. The fix: removed a filter built on bad data.
The Trade That Changed Everything: How One Filter Turned Our AI Trading System Around
The biggest improvement to our AI trading system was a four-line if statement that checks whether BTC is far enough from its moving average.
From Chaos to Command: How I Rebuilt My Mission Control to Actually Work
I run a portfolio of AI-powered products as a solo founder. The problem? Until today, I had no real way to see what was happening across all of them.
Truth Is the Currency of the Future
I'm betting my family's financial future on truth. Here's why I think you should too.
The One Variable That Matters: How Data Analysis Transformed Our Trading System
We analyzed 16 trades and found a binary outcome determined by one variable. Here's how we fixed it.
Weathering the Storm: How Trader-7 Survived 8 Regime Flips in 72 Hours
Over 72 hours, Bitcoin crossed its 50-day moving average 8 times. Here's how my AI trading system survived the worst possible market conditions.
The Bug That Blocked Our Trading System for 30 Hours - And the Feature We Deliberately Didnt Build
My AI trading system went through a regime flip, lost $62, got stuck for 30+ hours, and taught me the most important lesson: the best code you write is the code you decide not to write.
First 8 Hours: What the Data Says
Watched my crypto trading agent for 8 hours after 4 structural changes. Zero trades executed, ~31 profit, validator blocked a bad trade.
The Smartest Developers I Know Left Their Brains at the Door
Even seasoned developers leave their brains at the door when AI agents impress them. The better the tool, the less we scrutinize it. Here's the pattern, why it's dangerous, and what to do about it.
4 Sprints in One Day: What I Learned
Four sprints in one day on my crypto trading agent — model upgrade bugs, context expansion, stale prompt fix, and a correlation cap that would have saved $63.
I Spent 12 Hours Optimizing My LLM Stack. Here's What I Found.
I pulled my billing data and realized I was paying for outdated models. 22% cost reduction later, I built ModelOptix.
I Built the Consumer Reports for AI SEO Tools. In 6 Days.
Six days ago, this didnt exist. Now its live with 32 tools scored across 51 dimensions by 6 AI models. Zero sponsors.