Field notes

Brand audits. Materials science. Floor notes. Founder briefs.

Four desks. Four times a week. Receipts attached.

BRAND AUDIT

Lululemon says Be Planet. Canada's Competition Bureau says show us the math.

Lululemon's Be Planet campaign promised 100% sustainable materials by 2030. Then emissions doubled and Canada opened a formal investigation.

September 14, 2026
FROM THE FLOOR

The heat-set step on your non-toxic activewear: what gets cut to hit the ship date

Your supplier promised durable moisture wicking. The stenter frame operator had 14 minutes to hit a ship date. Here is what actually happened.

September 11, 2026
FOUNDER BRIEF

The EU green claims ban takes effect September 27. Here is what your non-toxic activewear brand can no longer say.

In 17 days, your 'eco-friendly' badge becomes illegal in the EU. Here is what the ban actually prohibits and what proof-based positioning costs.

September 10, 2026
SCIENCE DESK

Microplastics in clothing: why recycled polyester sheds more with each recycling cycle

New peer-reviewed data shows that each mechanical recycling cycle compounds microplastic shedding rates. The circular economy math just changed.

September 09, 2026
FROM THE FLOOR

The pH neutralization step on your non-toxic activewear: what actually gets cut to hit the ship date

The dye bath runs at pH 9 or higher. The neutralization step brings it back to skin-safe range. Here is what happens when that step gets cut.

September 08, 2026
BRAND AUDIT

Lululemon says it tracks microfiber shedding. Its shareholders want the receipts.

Lululemon tested 80 fabrics for microfiber shedding. The data lives in a private industry portal. Here is what consumers actually see.

September 07, 2026
BRAND AUDIT

Natural Fiber Workout Clothes: What Reddit Actually Says (2026)

Reddit users are switching to natural fiber workout clothes. We checked what the community recommends against what the lab data actually says.

September 05, 2026
FROM THE FLOOR

The optical brightener in your non-toxic activewear: what the finishing line actually does

Your non-toxic activewear looks brilliant white for a reason. Here is what the finishing line actually does to make that happen.

September 04, 2026
FOUNDER BRIEF

Your customer just started using your fabric as an insult: what the polyester backlash means for your 2027 line

In August 2026, polyester became Gen Z's favorite insult. Here is what that means for your 2027 product line and what the switch actually costs.

September 03, 2026
SCIENCE DESK

BPA in Sports Bras: What Reddit Actually Says (2026)

Reddit threads ask whether BPA in sports bras is real or overblown. The peer-reviewed data settles it.

September 02, 2026
BRAND AUDIT

Plastic Free Activewear: What Reddit Actually Says (2026)

Reddit users have been debating plastic-free activewear for years. We pulled the real threads and added what the peer-reviewed shedding data actually says.

August 31, 2026
FOUNDER BRIEF

The proof premium is replacing the sustainability premium: what your 2028 line costs

Your customer stopped paying extra for sustainability. They will pay extra for proof. Here is the cost math.

August 30, 2026
BRAND AUDIT

Shein says evoluSHEIN is recycled and recyclable. Italy's regulator says that is not true.

Italy's competition authority called Shein's evoluSHEIN recyclability claims false. The fine was EUR 1 million. Here is what the ruling found.

August 29, 2026
FROM THE FLOOR

We test every lot: what that activewear claim actually means on the floor

That reassuring 'we test every lot' claim on your supplier's website? Here is what it actually means when you ask for the paperwork.

August 28, 2026
FOUNDER BRIEF

Plant-based nylon in activewear: what your 2028 line costs and how the math changes at scale

Your petroleum nylon is about to get more expensive than plant-based. Here is the cost math for your 2028 line.

August 27, 2026
SCIENCE DESK

Natural fiber activewear and the water footprint question: what the data actually says

The popular framing says cotton is a thirsty crop. The 2024 ICAC data says 73% of that water is rainfall that returns to the atmosphere.

August 26, 2026
FROM THE FLOOR

The antimony in your polyester activewear: what sweat extraction testing actually catches

Antimony trioxide is in 80-85% of all polyester activewear. Your supplier's lab report probably never tested for it.

August 25, 2026
BRAND AUDIT

Non Toxic Activewear: What Reddit Actually Says (2026)

Redditors have strong opinions about non-toxic workout clothes. Here is what the community actually recommends, what the lab data shows, and what the threads consistently miss.

August 22, 2026
FROM THE FLOOR

Natural fiber activewear and the returns room: what pilling complaints actually change on the spec

When pilling complaints spike, the returns room sends a number to the sourcing desk. Here is how that number rewrites the fabric spec you thought was locked.

August 21, 2026
FOUNDER BRIEF

Is Polyester Bad For You: What Reddit Actually Says (2026)

Reddit threads on polyester health risks are surging. Here is what users actually say, what the peer-reviewed data confirms, and what it means for your 2027 line.

August 20, 2026
SCIENCE DESK

Microfiber shedding tests: what AATCC TM212 and ISO 4484 actually measure

Microfiber shedding tests tell you mass lost per wash. They do not tell you how many particles enter the ocean or whether those particles biodegrade.

August 19, 2026
FOUNDER BRIEF

China Wholesale Clothing: What Reddit Actually Says (2026)

Reddit's take on buying wholesale clothing from China: it is cheap and the logistics are impressive, but most listings are resellers not the factory, and you end up selling the same catalog as everyone else. We quoted the real r/ecommerce threads verbatim and added the factory-owner reframe: wholesale buys existing stock, a brand needs a factory making your own spec.

August 18, 2026
FOUNDER BRIEF

Plastic-free activewear in 24 months: where the category lands and what your 2028 line costs

The plastic-free activewear category is two years from consolidation. Here is the cost math, the regulatory floor, and what to do this quarter.

August 13, 2026
SCIENCE DESK

Merino wool activewear sheds microfibers too: what the biodegradation data actually changes

Merino wool sheds as many microfibers as polyester by mass. The difference is what happens to them in the environment.

August 12, 2026
FROM THE FLOOR

PFAS-free leggings and the oil repellency gap: what your supplier's lab report actually shows

The industry is racing to C0 DWR. But body oil, sunscreen, and sweat are already degrading your PFAS-free finish faster than the marketing admits.

August 11, 2026
BRAND AUDIT

PFAS in Workout Clothes: What Reddit Actually Says (2026)

Reddit is asking whether forever chemicals in leggings can absorb through sweat. Here is what the science and the regulatory floor actually confirm.

August 10, 2026
FOUNDER BRIEF

Performance with proof is replacing performance with claims: what your 2027 activewear line costs

Your customer is about to stop trusting sustainability claims. Here is what proof-based activewear actually costs and what the regulatory floor demands by 2027.

August 09, 2026
FROM THE FLOOR

Natural fiber activewear and the returns room: what pilling complaints actually change on the spec

When pilling complaints stack up in the returns room, the fabric spec rewrites itself. Here is what actually changes.

August 07, 2026
FOUNDER BRIEF

Alibaba Clothing Manufacturers: What Reddit Actually Says (2026)

Reddit's verdict on Alibaba is blunt: most listed "manufacturers" are middlemen and Gold Supplier ratings measure paid placement, not factory quality. We quoted the real r/streetwearstartup threads verbatim, kept the disagreement, and added the factory-owner playbook for telling a real factory from a broker before you pay.

August 06, 2026
FROM THE FLOOR

The zinc antimicrobial finish on your non-toxic activewear: what wash durability testing actually shows

The zinc finish on your clean activewear loses most of its antimicrobial efficacy within 30 washes. Here is what the floor sees that the marketing deck does not.

August 04, 2026
FOUNDER BRIEF

Tech Packs: What Reddit Actually Says (2026)

Reddit's tech pack threads are half genuine checklist, half tool ads. We quoted the real r/streetwearstartup threads verbatim, flagged the shills, and added the factory-owner reframe: a tech pack is a contract about who eats the ambiguity, and every line you leave open gets decided on the line.

July 31, 2026
FOUNDER BRIEF

How Much Does It Cost to Start a Clothing Brand: What Reddit Actually Says (2026)

Reddit's cost answers swing from "$0 if you're smart" to "hundreds of millions," and half of them are supplier ads. We quoted the real threads verbatim, flagged the shills, and added the factory-owner cost map: sampling is the real first cost, landed cost is not unit price, and manufacturing is rarely your biggest line.

July 27, 2026
FOUNDER BRIEF

Small Batch Clothing Manufacturer: What Reddit Actually Says (2026)

The volume factories quote you away at 50 units and the "MOQ of 1,000 is a bluff" crowd is only half right. We quoted the real threads verbatim, kept the pushback, and added the factory-owner split: labor minimums bend with a setup-fee pilot run, fabric dye-lot minimums do not.

July 24, 2026
SCIENCE DESK

Natural fiber activewear sheds microfibers too: what the lab data actually says

Lab data shows cotton and wool shed as many microfibers as polyester. The difference is what happens to those fibers over the next 102 days.

July 22, 2026
FOUNDER BRIEF

Clothing Manufacturer Red Flags: What Reddit Actually Says (2026)

Friends-and-family payment pressure, refused video calls, bait samples, sob stories. We quoted the real scam threads verbatim, kept the crowd's own corrections, and added the checks a factory owner runs from the other side of the table.

July 21, 2026
FOUNDER BRIEF

Polyester Microplastics: What Reddit Actually Says (2026)

Reddit's consensus on polyester microplastics holds up: fiber choice beats gadgets. We quoted the real threads verbatim, ranked the fixes the crowd rejects, and answered the performance-wear dead-end the threads never close.

July 18, 2026
FROM THE FLOOR

C0 DWR and the oil repellency gap: what PFAS-free clothing actually means on the finishing line

C0 finishes replaced PFAS but they do not repel oil. Here is what that trade-off looks like on the finishing line and what your spec sheet needs to account for.

July 14, 2026
FOUNDER BRIEF

Activewear Manufacturer: What Reddit Actually Says (2026)

Activewear sourcing threads die three deaths: mod removal, DM swarms, or blanks catalogs. We quoted what survives verbatim and added the six fabric tests a factory owner says to demand.

July 14, 2026
BRAND AUDIT

Plastic Free Clothing Brands: What Reddit Actually Says (2026)

Reddit's sustainable fashion threads surface real brand names. The textile science fills in what the upvotes leave out.

July 13, 2026
FOUNDER BRIEF

Plant-based performance fabric: what your 2027 line costs and what proof means at retail

The regulatory floor and the cost curve are converging. Here is what plant-based performance fabric actually costs in 2027 and why proof is replacing positioning.

July 12, 2026
FOUNDER BRIEF

How to Find a Clothing Manufacturer: What Reddit Actually Says (2026)

The big subs ban the question and every open thread gets swarmed by factory reps. We read what survives, quoted it verbatim, and added the six-step vetting method a factory owner actually uses.

July 11, 2026
FOUNDER BRIEF

The PFAS regulatory floor just moved again: here is what your 2027 line costs

Seven US states now enforce PFAS apparel bans, EU REACH adds textiles in October, and France banned PFAS in clothing outright. Here is what your 2027 COGS looks like.

July 09, 2026
FOUNDER BRIEF

Best Clothing Manufacturer for Startups: What Reddit Actually Says (2026)

We read the real threads on r/fashionstartup and r/streetwearstartup, found the astroturfing, and added the factory-owner answer reddit can't give you.

July 08, 2026
SCIENCE DESK

Endocrine disruptors in your non-toxic activewear: what the dermal absorption data actually says

The popular framing says synthetic activewear is full of hormone disruptors. The data says it is more complicated: the mechanism matters, and so does which compound you are asking about.

July 08, 2026
FROM THE FLOOR

The antimicrobial finish on your non-toxic activewear washes out faster than the marketing says

Most antimicrobial finishes lose nearly all their silver by wash 20. Here is what actually happens between the lab test and your customer's third month of wear.

July 07, 2026
FOUNDER BRIEF

Polyester-free workout clothes: where the category lands by 2028 and what your COGS looks like getting there

The regulatory floor is rising and your customer's questions are changing. Here is what polyester-free workout clothes look like as a category by 2028 and what it costs to get there.

July 05, 2026
FOUNDER BRIEF

Tencel vs polyester activewear: the cost math your 2028 line depends on

Your polyester activewear line faces a regulatory floor shift by 2028. Here is the cost math of switching to Tencel, what your customer will be asking, and what to do this quarter.

July 05, 2026
FROM THE FLOOR

The antimicrobial finish on your non-toxic activewear: what the testing actually catches

The lab report says 99% bacterial reduction after 50 washes. The return pile tells a different story. Here is what actually happens to antimicrobial finishes on the line.

July 03, 2026
FOUNDER BRIEF

Bio-based nylon in activewear: what your COGS looks like by 2028

Petroleum nylon is getting cheaper. Bio-based nylon is getting regulated into relevance. Here is the cost math on making the switch before 2028.

July 02, 2026
SCIENCE DESK

Natural fiber activewear and the water footprint question: what the data actually says

The 2,700 liters per t-shirt statistic is everywhere. The denominator and the water source are almost never mentioned.

July 01, 2026
BRAND AUDIT

Vuori says it is happier on a healthy planet. Its product pages list 72 percent polyester.

Vuori markets itself as a healthy-planet brand. We pulled the fiber specs from its product pages and found a gap worth documenting.

June 27, 2026
FOUNDER BRIEF

Sustainability is dying as a marketing category. Here is what replaces it and what it costs you.

Sustainability fatigue is real. Wellness is replacing it. Here is the cost math and the positioning strategy for what comes next.

June 25, 2026
SCIENCE DESK

Microplastics in clothing: what the recycled polyester shedding data actually says

The fashion industry's flagship sustainability solution sheds 55% more microplastic particles than the material it replaced. The mechanism is well understood. The Higg MSI does not capture it.

June 24, 2026
FOUNDER BRIEF

Non-toxic activewear: why proof is replacing positioning in 2026

Sustainability as a marketing category is exhausted. For non-toxic activewear brands, the next 24 months belong to proof, not positioning.

June 23, 2026
FROM THE FLOOR

Recycled polyester pellet contamination: what your fabric spec misses and where it enters the supply chain

Recycled polyester sounds clean until you watch the pellets arrive at the mill. Here is where contamination enters and what your fabric spec actually needs to catch it.

June 23, 2026
FROM THE FLOOR

The softener bath at midnight: what gets skipped to hit the ship date on your non-toxic activewear

I have signed off on lots that skipped the softener bath to hit a freight window. Here is what that decision actually costs your fabric spec.

June 23, 2026
BRAND AUDIT

Alo Yoga says it protects Air, Land, Ocean. Its product pages say 82% polyester.

Alo Yoga's name stands for Air, Land, Ocean. Its signature Airlift fabric is 82% petroleum-derived polyester. We compared the marketing pages to the product pages.

June 22, 2026
FOUNDER BRIEF

The ingredient brand play in apparel: why your material story needs proof, not positioning

Intel and Gore-Tex built trillion-dollar brand equity from components. In apparel, almost no one else has. Here is why the next ingredient brand play requires proof, not positioning.

June 21, 2026
FROM THE FLOOR

We test every lot: what that activewear claim actually means on the floor

When a brand says 'we test every lot,' here is what that phrase means on the floor and what it leaves out of the conversation entirely.

June 19, 2026
SCIENCE DESK

Biodegradable polyester in your activewear: what the composting data actually says

The label says biodegradable. The composting infrastructure your customer has access to says otherwise.

June 10, 2026
FROM THE FLOOR

C0 DWR and the oil repellency problem: what PFAS-free clothing actually means on the line

The industry traded forever chemicals for a finish that cannot repel body oil. Here is what that trade-off looks like on the dye line and in the lab report.

June 09, 2026
FOUNDER BRIEF

Microplastic-free activewear: category or feature? How to position for the next 24 months

Microplastic-free is either a feature that earns a premium or a category that defines your brand. The math on each path looks different.

June 07, 2026
FROM THE FLOOR

Formaldehyde wrinkle finishes on your cotton activewear: what actually happens on the line

I have watched the line skip the afterwash at midnight to hit a deadline. Here is what a 'non-toxic' cotton top actually goes through before it reaches your shelf.

June 05, 2026
FROM THE FLOOR

OEKO-TEX 100 on your non-toxic activewear label: what the cert covers and what it leaves out

A finishing line veteran explains what OEKO-TEX 100 actually tests for, and the three things it does not tell you about your non-toxic activewear.

June 02, 2026
FROM THE FLOOR

What moisture wicking actually means on a non-toxic activewear label

The floor knows what 'moisture wicking' really requires. Here is what the marketing page leaves out about finishes, testing, and how long performance actually lasts.

May 26, 2026
FOUNDER BRIEF

What an exit-ready brand's material story looks like in due diligence

When your brand hits the data room, your material story becomes a liability worksheet. Here is how to prepare it before your buyer does.

May 24, 2026
FROM THE FLOOR

The silver in your non-toxic activewear is gone after three washes. Here is what that means for the spec.

The odor-control claims on your activewear are backed by lab tests. The problem is what happens after the third wash.

May 22, 2026
FOUNDER BRIEF

PFAS-free clothing: the regulatory floor is moving and your cost math needs to catch up

The PFAS regulatory floor is rising faster than most brand founders realize. Here is the cost math and timeline for getting compliant before your competitors do.

May 21, 2026
BRAND AUDIT

Lululemon says its leggings are PFAS-free. Texas wants the receipts.

Texas is investigating Lululemon over PFAS. The brand says it stopped using them. We looked for the public test report.

May 20, 2026
FROM THE FLOOR

Is recycled polyester bad? What the lab report catches and what it leaves out

A sourcing insider explains what recycled polyester testing actually catches, what it misses, and why a passing cert is not the whole story.

May 20, 2026
SCIENCE DESK

Antimony in polyester activewear: what the sweat extraction data actually says

The popular framing says polyester activewear is chemically inert. The peer-reviewed sweat extraction data says otherwise.

May 20, 2026
FOUNDER BRIEF

The cost math of plant-based performance fabric: what your COGS looks like by 2028

Bio-based nylon costs 18-25% more than petroleum nylon today. Regulatory floors are rising across US states and the EU. Here is the math, the timeline, and the 12-month playbook for founders.

May 20, 2026
BRAND AUDIT

A plastic-free brand with nylon in its socks: auditing MATE the Label

MATE the Label states you will never find nylon in their products. Their sock product pages list 17% nylon.

May 19, 2026