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AMINTA BLOG

What's happening on X, what's working, and what we're learning.

A single clearly-sourced figure on the left, retold through progressively dimmer and more distorted copies until the last one is wrong.
EDITION 005 · LATEST

The Weights Are Public. Most of the Takes About Them Aren't Right.

Two weeks after X open-sourced its ranking code, the most widely shared number from it is a misreading. What the file actually supports, what it withholds, and what still holds up.

Filip Stefanovski6 min read

PREVIOUS EDITIONS

A scale of ranking weights: one dominant highlighted bar, a descending ladder of smaller ones, and a single large bar running the opposite direction.
EDITION 004

X Published Its Ranking Weights. Here's What They Actually Say.

On August 13 X put the For You ranking code on GitHub, weights included. A reply is weighted ten times a like, a copy-link share forty times, and a repost barely registers. What that does and doesn't tell you.

Filip Stefanovski5 min read
A scrolling feed where most posts blur past while a few remain sharp and distinct.
EDITION 003

What's Actually Working on X Right Now

A snapshot of what's changing on X right now, what's confirmed, what's just a pattern we're noticing, and why recognizable voice keeps coming up.

Filip Stefanovski3 min read
A single post with one reply branch breaking away and connecting outward to a wider conversation.
EDITION 002

Your Replies Are Doing More Work Than Your Posts

Most people spend the bulk of their effort on their own posts and treat replies as an afterthought. On X, that ratio is backwards.

Filip Stefanovski3 min read
Repeated post cards with one distinct post breaking the pattern.
EDITION 001

Why So Much AI Writing Sounds the Same

Generic AI writing isn't a problem with AI. It's a problem with AI that knows nothing about the person it's supposedly writing for.

Filip Stefanovski3 min read