+ Field Notes
What we’ve built. What we’ve learned.
Practical writing on AI systems, local business operations, and the calm technology stack we build for Hawai’i.
Turning Video Into Infographics
Project: ViziVibes Link: https://vizivibes.com/studio
Extracting Style from a Reference
Project: ViziVibes Link: https://vizivibes.com/studio
Consistent Social Visuals for ViziVibes
Project: ViziVibes Link: https://vizivibes.com/studio
Keeping Brand Consistency
Project: ViziVibes Link: https://vizivibes.com/studio
Combining Multiple Sources in One Visual
Project: ViziVibes Link: https://vizivibes.com/studio
Extraction Templates for Content Structure
Project: ViziVibes Link: https://vizivibes.com/studio
Case Study: Guided Chat That Fills the Studio Form for You
Project: ViewBait.app Link: https://viewbait.app
Case Study: Tweak a Thumbnail After Generation Without Starting Over
Project: ViewBait.app Link: https://viewbait.app
Case Study: From Rough Topic to Clickable Title Before You Generate
Project: ViewBait.app Link: https://viewbait.app
Refining a Visual Without Starting Over
Project: ViziVibes Link: https://vizivibes.com/studio
Browse: Reusable Styles and Templates
Project: ViziVibes Link: https://vizivibes.com/browse
Case Study: Turn a YouTube Channel Into a Reusable Thumbnail Style
Project: ViewBait.app Link: https://viewbait.app
Case Study: Score a New Thumbnail Against Your Channel's Look
Project: ViewBait.app Link: https://viewbait.app
Case Study: See Where Viewers Look First on Any Thumbnail
Project: ViewBait.app Link: https://viewbait.app
We Needed Thumbnails That Looked Like Us. So We Built a Better Way.
ViewBait.app · Open the studio Last updated: June 2026
Building ViewBAIT Into a Full Product
ViewBAIT started with a simple question: what if a YouTube creator could describe a thumbnail in plain language and get scroll-stopping results in seconds, without opening Photoshop or fighting a template library?
Case Study: Build Color Palettes From Scratch or From Reference Images
Project: ViewBait.app Link: https://viewbait.app
Case Study: Thumbnail Workflow Tied to Real YouTube Uploads
Project: ViewBait.app Link: https://viewbait.app
Case Study: Organize Thumbnails and Review Before Publish
Project: ViewBait.app Link: https://viewbait.app
How We Handle Cancelled Fights and Late Card Changes Without Breaking Leagues
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
How We Built a Live Fantasy Leaderboard That Updates as Fights Finish
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
Why Our Chat Agent Returns UI Components, Not Markdown Walls
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
How We Turned UFC PPV Nights Into League Championship Moments
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
Database Driven Content Creation With UltimateFightIQ
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
How We Localized UFIQ for Brazil Without a Full i18n Rewrite
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
How We Keep UFC Cards in Sync Without Shipping Bad Data
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
How We Optimize UFIQ's Agent Skill for making AI Picks
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
Cron Jobs With UFIQ
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com
Case Study: How UFIQ's League Agent Works (and What It Offers Users)
Project: Ultimate Fight IQ (UFIQ) Link: https://ultimatefightiq.com