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.
Subscribe via RSSCrypto Trading Agent - Progress - Nov 30th
Wrestling with Connections and Consistency: Fixing Trader-7βs Critical Bugs TL;DR: Spent the day squashing three nasty bugs that were tripping up Trader-7βs ...
LLM Powered SaaS Growth Engine - New Project
From Zero to Autonomous: Building the ASMGE Growth Engine in a Day π - 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 β 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 β 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 π β Day 45 of LLM.txt Mastery > TL;DR: Turned LLM.txt Mastery into a fully API-callable platform, unlocking new B2B possibilitie...
Crypto Trading Agent - Progress - 29 Nov 2025
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...
Agent-11 Progress - 29 Nov 2025
Locking It Down: Making Persistence Protocols Unbreakable β Day 29 of AGENT-11 > TL;DR: Today I sealed the cracks in AGENT-11βs 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 bloatβplus...
Crypto Trading Agent - Progress - 28 Nov 2025
Breaking Through the Noise: Trading Smarter in Weak Trends β Day 28 of Trader-7 Automated Trading System > TL;DR: Today, I cracked the code on trading during...
Evolve-7 Multi LMM Evolutionary app - Nov 27 2025
Cracking the Authentication Code & Building True Multi-Model AI Debate β Day 27 of Evolve-7 > TL;DR: Squashed critical auth bugs blocking user onboarding, th...
Crypto Trading Agent - Progress - 27 Nov 2025
Smarter Trades: How I Taught Trader-7 to Pick the Best Instruments TL;DR: Today I wrapped up a big feature to make Trader-7βs instrument selection truly st...
My Build In Public Site - JamieWatters.work - Progress - 26 Nov 2026
From Plain Text to Polished Posts: A Day of Debugging and Development π¨ TL;DR Today was a rollercoaster ride through the world of web development as I tackl...
Agent-11 - The Coding Agent - Progress - 26 Nov 2025
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...
ISO Tracker - Interstellar Object Tracking - Progress: 26 Nov 2025
Unlocking Seamless Payments: Stripe Checkout Comes Alive β Day 18 of ISO Tracker > TL;DR: Today, I built a smooth, secure checkout flow that lets users subsc...
Crypto Trading Agent - Progress 26th Nov 2025
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...
ISO Tracker - Interstellar Tracking Application Progress - 24 Nov 2025
Progress Report - November 24, 2025 Project: ISO Tracker β Completed - Fixed critical email signup functionality for 3i-atlas.live landing page - Resolved RL...
Crypto Trading Agent - Progress - 24 Nov 2025
Progress Report - November 24, 2025 Project: Trader-7 Automated Trading System β Completed - Multi-Exchange Price Aggregation System Deployed - Implemented 5...
Personal Build In Public Site - Update - JamieWatters.work - 23rd Nov 2025
Build Update - November 19, 2025 π Fixed: Blog Posts Finally Showing Real Content Shipped a critical fix today that had me scratching my head. Every blog po...