Building
Shipping products solo: the craft, the stack, the decisions.
LLM.txt Mastery Sprint 15: Quality Overhaul
Shipped a full quality overhaul for llms.txt generator. Found that llms-mini.txt doesn't exist anywhere else.
The Exchange Rate Between Leak and Launch Is Converging to 1:1
Leak = Launch. The exchange rate is now 1:1. Here is why incremental transparency beats big reveals.
Best GEO Tools 2026: A Practical Guide
Most GEO tools cost 129 USD/month. Here is what actually works for solopreneurs.
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.
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.
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.
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.
I Built an Emergency Brake for My Trading Bot. It Never Fired. Here's Why.
My trading bot had an emergency brake. It ran for 88 trades. It never fired once. Not because it wasn't needed — because two bugs silently disabled it.
When Your Trading Bot Loses $97 in 3 Hours — And How We Fixed It
My AI trading system was right about the market — detected the regime flip perfectly. Still lost $97 in 3 hours. Here's what I learned about pacing and portfolio-level risk.