The Journey

Two Bugs, One Day: How Fixing a Hallucination Revealed the Real Problem Date: January 3, 2026 --- The Bug That Masked Another Bug Today we fixed two critical...

The SaaS Boilerplate Killer: How Sprint 9 Changed Everything Why I Almost Built the Wrong Thing I was going to build a SaaS boilerplate. You know the type—au...

No News is Good News: 34 Hours of Trading Bot Discipline December 30, 2025 | Build in Public Update --- The Quiet Confidence of Not Losing Money Over the pas...

I Built a 30-Agent AI Team to Run My Business. Here's How It Works. TL;DR: BOS-AI gives you 30 specialized AI agents that handle business strategy, operation...

Sprints 51-60: Building Trader-7 v6.1 - From Vision to Reality December 29, 2025 | AI Trading Systems · Multi-Agent Architecture · Build in Public --- The Jo...

Redesigning Trader-7: From Single-LLM to Multi-Agent Architecture December 25, 2025 | AI Trading Systems · Architecture · Build in Public --- The Landscape H...

AImpactScanner Now Analyzes Every Website - React, Vue, SPAs, and More December 19, 2025 When we launched AImpactScanner, we had a problem we couldn't solve:...

The Uncomfortable Truth About llms.txt Generators (And Why Most Are Lying to You) December 19, 2025 | By Jamie Watters --- I spent the last month testing eve...

The 3-Project Sweet Spot: How AI Enables Impossible Productivity Date: December 19, 2025 Author: Jamie Watters --- The Myth of Multitasking Humans can't mult...

Building a Smarter Trading System: Planning the v5.0 Multi-Regime Architecture Date: December 17, 2025 Category: Architecture Planning Reading Time: 8 minute...

The Three-Day Bug Hunt: How a Simple String Replace Broke Everything December 15, 2025 Sometimes the most frustrating bugs are the ones that seem obvious in ...

The Invisible Bugs That Stole My Trades (And How I Found Them) December 13, 2025 --- For three days, my AI trading system was generating excellent trade setu...

From Missed Profits to Data-Driven Precision: How We're Building Trader-7's Entry Timing System Date: December 13, 2025 Author: Jamie Watters Series: Buildin...

I Rewrote My Signup Page Today. No Idea If It'll Work. I spent two hours today rebuilding my signup page based on a framework I read about 20 years back. It ...

Your Best Feature Is Worthless If Nobody Knows About It How I almost shipped a major competitive advantage that was completely invisible to customers --- I s...

Two Bugs That Cost Me $100 (And How I Fixed Them in One Day) December 9, 2025 My trading bot ran for 14 hours yesterday. It lost $100 and taught me two lesso...

You Can't Win the AI Race If Google Can't Even Find You Here's the uncomfortable truth nobody's talking about in the AI search optimization space: Most websi...

The $0.12 Decision That Cost Me $9 (Why "Saving Money" Is Expensive) Day 20 of building an AI-powered crypto trading system in public --- Here's a question e...

Stop Optimizing For Win Rate (What I Implemented After Watching AI Win With 34.6% Accuracy) Day 19 of building an AI-powered crypto trading system in public ...

A 34% Win Rate Just Crushed the AI Trading Competition. Here's What I'm Stealing. What happens when you let AI models trade against each other for 2 weeks? T...

I Built a Calculator to See What 0.2% Daily Returns Look Like Over 10 Years (The Numbers Are Insane) TL;DR: My crypto trading bot is averaging small daily ga...

My AI Trader Ran All Night While I Slept (Here's What Happened) Day 19 of building an AI-powered crypto trading system in public --- I woke up at 8am to chec...

From 30 Hours to 1 Hour: The Power of AGENT-11 Automation In the fast-paced world of software development, every second counts. Imagine accomplishing a task ...

When Your AI Trader Argues With Itself (And You Have to Pick a Winner) Day 18 of building an AI-powered crypto trading system in public --- Today I learned s...

I Shipped 4 Features in One Day. Here's What I Learned About Compound Momentum. December 5, 2025 - Building Trader-7 in Public --- Yesterday, I woke up with ...

Why I'm Rebuilding My "Build in Public" Site (And What Most Founders Get Wrong About Content) TL;DR I just finished testing my personal site and realized som...

How a $13 Paper Trading Loss Made My AI Trading Bot Smarter December 4, 2025 - Building Trader-7 in Public --- Yesterday, my AI-powered crypto trading bot lo...

Day 47: Why Advisory Protocols Always Fail Under Pressure December 5, 2025 Today I shipped Sprint 8 of AGENT-11, and it tackles a problem that's been frustra...

Building an AI Trading Bot: When Your Code Actually Makes Money December 3, 2025 There's something surreal about watching code you wrote at 8am generate $25 ...

Paper Testing Positions Open Positions (All Profitable) | Asset | Entry | Current | Unrealized | |--------|---------|---------|------------| | SOL #...

When Your Bot Opens Two BTC Longs and You Learn to Love It TL;DR: Deployed Sprint 16 fixes to Trader-7 with better dashboard metrics and fee warnings. Disc...

Day 43: Shipping Social Media Automation for Build-in-Public December 1, 2025 Today I completed Sprint 7 of AGENT-11, and it's one of those features that wil...

Wrestling with Connections and Consistency: Fixing Trader-7’s Critical Bugs TL;DR: Spent the day squashing three nasty bugs that were tripping up Trader-7’s ...

From Zero to Autonomous: Building the ASMGE Growth Engine in a Day 🚀 - Day 1 of AI Search Mastery Growth Engine (ASMGE) > TL;DR: Today I turned a mountain o...

One API Key to Rule Them All: Unifying 300+ AI Models – Day 30 of Evolve-7 > TL;DR: Replaced 6 separate AI provider API keys with a single OpenRouter integra...

From Hardcoded to Heartfelt: Transforming Project Metrics for Authenticity TL;DR Today, I embarked on a journey to replace generic hardcoded metrics in my po...

Unlocking SEO Magic with llms.txt — Day 29 of AImpactScanner MVP > TL;DR: Launched the first sprint of llms.txt integration, letting Growth and Scale users g...

From SaaS to API Powerhouse 🚀 – Day 45 of LLM.txt Mastery > TL;DR: Turned LLM.txt Mastery into a fully API-callable platform, unlocking new B2B possibilitie...

Wrestling with Fees: Making Trader-7 Transparent and Trustworthy TL;DR: Sprint 12 was all about nailing fee transparency in Trader-7. We added detailed fee...

Locking It Down: Making Persistence Protocols Unbreakable – Day 29 of AGENT-11 > TL;DR: Today I sealed the cracks in AGENT-11’s file persistence during coord...

Getting Lean and Smart with AGENT-11: Sprints 4 & 5 Set the Stage - Day 28 > TL;DR: Made AGENT-11 smarter with Opus 4.5 and leaner by fixing token bloat—plus...

Breaking Through the Noise: Trading Smarter in Weak Trends – Day 28 of Trader-7 Automated Trading System > TL;DR: Today, I cracked the code on trading during...

Cracking the Authentication Code & Building True Multi-Model AI Debate – Day 27 of Evolve-7 > TL;DR: Squashed critical auth bugs blocking user onboarding, th...

Smarter Trades: How I Taught Trader-7 to Pick the Best Instruments TL;DR: Today I wrapped up a big feature to make Trader-7’s instrument selection truly st...

From Plain Text to Polished Posts: A Day of Debugging and Development 🎨 TL;DR Today was a rollercoaster ride through the world of web development as I tackl...

Turning Progress into Stories: AI-Powered Blog Magic for AGENT-11 - Day 38 > TL;DR: I unleashed a new AI feature that turns dry progress logs into engaging b...

Unlocking Seamless Payments: Stripe Checkout Comes Alive – Day 18 of ISO Tracker > TL;DR: Today, I built a smooth, secure checkout flow that lets users subsc...

From Chaos to Control: Sprint 7 Unlocks Hybrid Trading Power - Day 26 of Trader-7 Automated Trading System > TL;DR: After wrestling with tricky bugs and buil...

Progress Report - November 24, 2025 Project: ISO Tracker ✅ Completed - Fixed critical email signup functionality for 3i-atlas.live landing page - Resolved RL...

Progress Report - November 24, 2025 Project: Trader-7 Automated Trading System ✅ Completed - Multi-Exchange Price Aggregation System Deployed - Implemented 5...

Build Update - November 19, 2025 🐛 Fixed: Blog Posts Finally Showing Real Content Shipped a critical fix today that had me scratching my head. Every blog po...

Progress Report - November 23, 2025 Project: ISO Tracker ✅ Completed Sprint 11: Community Arguments & Debate System - Built arguments and argumentvotes datab...

Progress Report - November 23, 2025 Project: Trader-7 ✅ Completed - Sprint 5: Reporting Panel shipped - Full reporting dashboard with 8 KPIs, equity curve, d...

Progress Report - November 22, 2025 Project: ISO Tracker ✅ Completed - Sprint 10: The Loeb Scale - Anomaly Assessment Engine - Complete implementation of sci...

Progress Report - November 22, 2025 Project: Trader-7 (LLM-Powered Trading System) Completed - Sprint 3 Complete: Database & Position Sizing Enhancements -...

Build Update - November 19, 2025 🐛 Fixed: Blog Posts Finally Showing Real Content Shipped a critical fix today that had me scratching my head. Every blog po...

🚀 SoloMarket Week 2: Building the Launch Platform What We Shipped This Week Week 2 was all about building the core launch platform - the features that let m...

Progress Report - November 19, 2025 Project: ISO Tracker ✅ Completed - Sprint 7 Complete: NASA Horizons API Integration & Orbital Visualization - Fully integ...

Progress Report - November 19, 2025 Project: AGENT-11 ✅ Completed - Fixed Critical File Persistence Bug - Discovered and resolved critical documentation/impl...

Build Update - November 19, 2025 Trader-7: Analytics Dashboard Complete ✅ Shipped three major features today to help evaluate the AI trading system's decisio...

Paper test started Nov 16th, steady progress.

Completed 276 tasks across 5 projects. Building in public, one commit at a time.

Daily progress update for my build-in-public projects.

Completed 188 tasks across 2 projects. Building in public, one commit at a time.

The journey of building a personal brand website begins. Why I'm building in public and what I hope to achieve by documenting this journey to billion-dollar solopreneur.

Why I chose Next.js, Neon, and Netlify for my personal brand website. A practical guide to making technology decisions as a solo founder.

How I use AGENT-11 to orchestrate development with specialized AI agents. A practical guide to AI-assisted development in 2025.