Building
Shipping products solo: the craft, the stack, the decisions.
The CLAUDE.md Paradox: When Your AI Framework Needs to Protect User Preferences
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 ...
The SaaS Boilerplate Killer
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...
The Uncomfortable Truth About llms.txt Generators (And Why Most Are Lying to You)
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 Three-Day Bug Hunt: How a Simple String Replace Broke Everything
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 ...
If Google can't find you optimizing for AI Search is the wrong problem to solve
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...
I Built a Calculator to See What 0.2% Daily Returns Look Like Over 10 Years (The Numbers Are Insane)
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 Build In Public Site - 97% quicker using agent-11 vs Claude's estimates
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 ...
My Build In Public Site - Rebuilding (And What Most Founders Get Wrong About Content)
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...
Agent-11 Progress - Dec 5th
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...
Agent-11 Progress - Added report to generate social media posts
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...
LLM Powered SaaS Growth Engine - New Project
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...
Evolve -7 Genius insight via multi-model LLM and evolutionary alogrithms - Progress - 30 Nov 2025
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...
My Build In Public Site - JamieWatters.work - Progress - 30 Nov 2025
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...
AI Impact Scanner - Analyze sites AI search readiness tool - Progress 29 Nov 2025
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...
LLMS.TXT File Generator - Progress - 29 Nov 2025
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...
Agent-11 Progress - 29 Nov 2025
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...
Agent-11 Progress - 28 Nov
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...
Evolve-7 Multi LMM Evolutionary app - Nov 27 2025
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...
My Build In Public Site - JamieWatters.work - Progress - 26 Nov 2026
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...