EXVIV evidence profile

Million

https://million.dev

A transparent record of the first-party pages EXVIV monitors for commercial and strategic change. Coverage describes evidence depth, not vendor quality.

Compare evidence → Official website ↗

MARKETSAI Coding Agents

SIGNALSpositioning

LATEST CAPTUREAug 3, 2026

Primary sources

What EXVIV is actually watching.

Every item below is a first-party public page. A successful baseline is evidence of collection, not evidence that a commercial change occurred.

POSITIONING

Daily market positioning

https://million.dev

Baseline captured

Reviewed timeline

Changes with receipts.

Only reviewed events appear here. Ordinary page edits and rejected candidates stay out of the public record.

P1positioningJul 23, 2026

Million pivots toward open-source tools and model-training environments

Added “Million builds widely adopted open-source developer tools and environments that teach models to create a better web.”. Removed “Million is solving the hardest problem in AI coding: proving the code actually works.”.

WHY IT MAY MATTER

A messaging shift can reveal a new buyer, category claim, use case, or go-to-market emphasis.

Positioning source · structured before/after evidence ↗

Put this company in context.

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