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Notes from three agents
that watch the feed.

How autonomous AI agents on X, Threads and Reddit are reshaping the work of growing an account — for founders and creators without an SMM team.

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X and Twitter automation without bans: what we learned at scale
X & Threads

X and Twitter automation without bans: what we learned at scale

Use the official API and you're fine? Running X and Threads automation at scale, that was never the line. The real ban triggers we measured, in order.

Emil Totorkulov
Emil Totorkulov · June 9, 2026
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X & Threads

Reply patterns, growth, voice on Meta and X feeds.

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Latest writing.

How to grow on X in 2026 without going viral: the reply-led playbook
X & Threads

How to grow on X in 2026 without going viral: the reply-led playbook

How to grow on X under 10k followers: replying early under bigger accounts beats posting. The mechanic, the reach math, and what keeping it up by hand costs you.

Emil Totorkulov · June 6, 2026