AI notes · channel overviewINDEX
⚡ TL;DR — what this channel is
Real notes from 25 years inside brand production departments — how garment factories really work, where brands lose money, and the expensive lessons nobody puts in a brochure.
25
Years following
production
production
100%
Real cases —
nothing invented
nothing invented
0
Sponsors,
paid placements
paid placements
Who is behind it · Why it exists
The role
A production insider
25 years inside brand production departments — the side that follows production for high-end fashion brands. Cutting rooms, embroidery, QC stations, sample arguments, shipment rescues.
The face stays off camera and the name stays off the page. The information is the point.
Full story →
The purpose
Every lesson here was paid for by someone
Brands learn production the expensive way — bad samples, wrong factory tiers, quotes that hide three cost lines.
This channel writes those lessons down while they’re still sharp, so you don’t have to pay for them twice.
What gets shared — the categories
CAT 01📄 Tech Packs & SamplingWhat factories actually need on paper — and the red flags that cost sample rounds.1 episode
CAT 02🏭 Choosing & Vetting FactoriesCompany size, quality tiers, product types — how to match a floor to your brand.1 episode
CAT 03🤖 AI & Factory VettingWhat AI recommends when you ask for factories — and how to vet every name yourself.In production
CAT 04📁 Real CasesProduction runs that went wrong, and the exact decision point where they turned.Ongoing
Episode index
EP 01
If Your Factory Keeps “Not Understanding” Your Tech Pack Tech Packs & Sampling · video + AI notes
READ NOTES →
EP 02
How to Choose the Right Factory for Your Brand Choosing & Vetting Factories · video + AI notes
READ NOTES →
EP 03
What ChatGPT Recommends — Factory by Factory AI & Factory Vetting · in production
SOON
What this channel believes
Quality is the factory's jobA full-service FOB factory owns pattern, sample and QC. If a factory pushes quality back onto your paperwork, it is telling you what it doesn't have.
Match the tier, not the priceSame sketch, three quality levels. A factory that can do light luxury cannot do cheap — and a low-cost floor can never do light luxury.
One clear effect beats ten pagesIf a sentence wouldn't help a machinist at the machine, cut it. Write the result you want — not poetry.
“Every lesson on this floor was paid for by someone.
The point of this channel is that you don’t have to pay for it twice.”
The point of this channel is that you don’t have to pay for it twice.”