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The Journey

Field reports from building with AI in public. What's working, what isn't, and what it cost me. Open numbers, the failures before the wins.

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Build Log

I Built a 30-Agent AI Team to Run My Business. Here's How It Works.

December 30, 2025
6 min read

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...

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Build Log

Sprints 51-60: Building Trader-7 v6.1 - From Vision to Reality

December 29, 2025
10 min read

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...

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Build Log

Redesigning Trading Bot From Single-LLM to Multi-Agent Architecture

December 27, 2025
6 min read

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

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Build Log

AImpactScanner Now Analyzes Every Website - React, Vue, SPAs, and More

December 19, 2025
5 min read

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:...

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Build Log

The Uncomfortable Truth About llms.txt Generators (And Why Most Are Lying to You)

December 19, 2025
6 min read

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...

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Build Log

The 3-Project Sweet Spot: How AI Enables Impossible Productivity

December 19, 2025
6 min read

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...

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Build Log

Building a Smarter Trading System

December 19, 2025
7 min read

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

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Build Log

The Three-Day Bug Hunt: How a Simple String Replace Broke Everything

December 16, 2025
3 min read

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 ...

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Build Log

The Invisible Bugs That Stole My Trades (And How I Found Them)

December 14, 2025
4 min read

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...

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Build Log

From Missed Profits to Data-Driven Precision: How I'm Building my Trading Bot's Entry Timing System

December 13, 2025
8 min read

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...

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Build Log

Signups and Marketing Physics

December 13, 2025
4 min read

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 ...

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Build Log

Your Best Feature Is Worthless If Nobody Knows About It

December 10, 2025
4 min read

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...

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Build Log

Crypto Bot - Two Bugs That Cost Me $100 (And How I Fixed Them in One Day)

December 10, 2025
4 min read

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...

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Build Log

If Google can't find you optimizing for AI Search is the wrong problem to solve

December 10, 2025
4 min read

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...

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Build Log

The $0.12 Crypto Trading Decision That Cost Me $9 (Why "Saving Money" Is Expensive)

December 9, 2025
4 min read

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...

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Build Log

Implementing the insights from Alpha Arena 1.5 and Grok 4.2's strategies

December 9, 2025
3 min read

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 ...

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Build Log

Alpha Arena - A 34% Win Rate Just Crushed the AI Trading Competition. Here's What I'm Stealing.

December 7, 2025
5 min read

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...

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Build Log

I Built a Calculator to See What 0.2% Daily Returns Look Like Over 10 Years (The Numbers Are Insane)

December 7, 2025
4 min read

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...

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Build Log

I Thought My Crypto Agent Lost Money Overnight. Then I Found the Bug?

December 7, 2025
3 min read

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...

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Build Log

My Build In Public Site - 97% quicker using agent-11 vs Claude's estimates

December 6, 2025
4 min read

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 ...

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