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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

Phase 4 Complete: ModelOptix Now Has a Business Model

January 25, 2026
5 min read

Phase 4 Complete: ModelOptix Now Has a Business Model Build in Public Update - January 22, 2026 --- The Hook: Are You Paying 10x More Than You Should for AI?...

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Build Log

Phase 3 Complete: The Recommendation Engine Is Live

January 24, 2026
7 min read

Phase 3 Complete: The Recommendation Engine Is Live The core value is here. ModelOptix now delivers personalized AI model recommendations that save you money...

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Build Log

I Built a Waitlist Landing Page for PlebTest (For Founders Who Hate Cold Calls)

January 24, 2026
5 min read

#Founders Who Hate Cold Calls (Including Me) How PlebTest helps you validate your startup idea without the awkward phone calls --- I've been there. You have ...

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Build Log

ModelOptix: Full Model Catalog + Portfolio Management Live

January 24, 2026
5 min read

Phase 2 Complete: Full Model Catalog + Portfolio Management Live Building in public with ModelOptix - Day 5 update. The product is taking shape fast. --- TL;...

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Build Log

ModelOptix Phase 1 Complete: From Zero to Full-Stack MVP in 48 Hours

January 20, 2026
8 min read

Phase 1 Complete: From Zero to Full-Stack MVP in 48 Hours Building in public with ModelOptix - the independent AI model advisor that helps you stop overpayin...

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Build Log

Introducing PlebTest: Kill Bad Ideas Before They Kill Your Runway

January 19, 2026
3 min read

Introducing PlebTest: Kill Bad Ideas Before They Kill Your Runway January 18, 2026 --- I'm building PlebTest, and I want to tell you why. The Problem Nobody ...

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Build Log

Introducing ModelOptix: The Independent AI Model Advisor

January 18, 2026
6 min read

Introducing ModelOptix: The Independent AI Model Advisor Date: January 18, 2026 Author: Jamie Watters Category: Product Announcement Read Time: 5 minutes ---...

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Build Log

The CLAUDE.md Paradox: When Your AI Framework Needs to Protect User Preferences

January 10, 2026
5 min read

The CLAUDE.md Paradox: When Your AI Framework Needs to Protect User Preferences How we spent a day working ON BOS-AI instead of IN it - and why that matters ...

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Build Log

Two Bugs, One Day: How Fixing a Hallucination Revealed the Real Problem

January 3, 2026
3 min read

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...

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Build Log

The SaaS Boilerplate Killer

December 31, 2025
8 min read

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...

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Build Log

The Quiet Confidence of Not Losing Money

December 30, 2025
5 min read

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...

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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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