MirrorWorks Field Notes
Notes on the factory operating system.
Notes on the factory operating system.
Notes on the factory operating system.
Product thinking, implementation notes, and practical lessons from building AI-native software for metal fabrication teams.
Product thinking, implementation notes, and practical lessons from building AI-native software for metal fabrication teams.
Product thinking, implementation notes, and practical lessons from building AI-native software for metal fabrication teams.
Archive
Archive
Systems, shop-floor workflows, and AI-native operations.
Systems, shop-floor workflows, and AI-native operations.
Job Costing
Did That Job Actually Make Money? The Profitability Question Every Fabricator Needs to Answer
Did That Job Actually Make Money? The Profitability Question Every Fabricator Needs to Answer
Open note
ERP
Why Manufacturing ERPs Fail in Small Job Shops
Why Manufacturing ERPs Fail in Small Job Shops
Open note
Scheduling
The Friday Afternoon Scheduling Problem: Why Job Shop Plans Break Every Week
The Friday Afternoon Scheduling Problem: Why Job Shop Plans Break Every Week
Open note
Quoting
Why Slow Quotes Cost Fabricators Good Jobs, And How to Fix It
Why Slow Quotes Cost Fabricators Good Jobs, And How to Fix It
Open note
Operations
When Excel Becomes the Bottleneck: How Job Shops Know They’ve Outgrown Spreadsheets
When Excel Becomes the Bottleneck: How Job Shops Know They’ve Outgrown Spreadsheets
Open note