YAS / FIELD NOTES
What breaks.
What works.
What to build next.
Practical writing from real work across AI optimization, internal systems, product execution, ecommerce architecture, and public startup building.
Read the field notesRESEARCH, IMPLEMENTATION, AND OPERATOR NOTES
17 published pieces01 / AI operations
What Business Processes Should Be Automated First
Learn how to identify and prioritize business processes for AI automation. Discover a practical framework for selecting high-impact, low-risk workflows to automate first.
02 / Article Ideas
AI Agent vs Workflow Automation: What Should a Business Build?
Compare AI agents and workflow automation to choose the right architecture for your business. Learn how inputs, state, costs, and risks dictate your build strategy.
03 / Product Development
Custom Software vs Off-the-Shelf SaaS
Compare custom software and off-the-shelf SaaS. Learn how to choose the right path for your business based on workflow fit, integration needs, and total cost of ownership.
04 / Article Ideas
n8n Automation vs Custom Workflow Software
Compare n8n-based automation with custom workflow software across integration speed, state management, UI needs, maintenance, and total cost of ownership.
05 / Product Development
Product Development Company vs Software Development Agency
Understand the key differences between a product development company and a software development agency across discovery, UX, architecture, and validation.
06 / Product systems
How to Scope an MVP Without Wasting Budget
Learn how to scope a Minimum Viable Product without wasting budget. Explore realistic costs, proposal requirements, pricing factors, and post-launch maintenance.
07 / Shopify and AI Automation
Workflow Automation Cost: Scope, Integrations and Maintenance
Understand the real drivers of workflow automation costs, including integration depth, exception handling, and ongoing maintenance for your business systems.
08 / Commerce systems
Custom Shopify Theme vs Prebuilt Theme
How to decide when a custom theme is worth the investment.
09 / Commerce systems
When to Build a Shopify App Instead of Installing One
A practical framework for app vs native architecture.
NEED THIS APPLIED TO A REAL SYSTEM?