Blog
Updates, engineering deep dives, and growth tips.
Build in public on X without sounding desperate: 14 patterns that survive the 2026 algo
Build-in-public is the indie hacker default — but most of it reads as begging. Here are 14 patterns that work on X in 2026 (after the Grok algo update) without sounding needy, plus the 6 patterns that quietly tank your reach.
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The 70/30 reply rule: how replies (worth 150x a like) actually compound on X in 2026
Replies now carry ~150x the algorithmic weight of a like in X's 2026 ranker. The 70/30 reply rule — 70% replies, 30% original posts — is what indie hackers use to compound from 500 to 12,000 followers. Here's the workflow.
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X Articles vs threads in 2026: why the $1M prize winners wrote 1,200 words, not 2,500
X is paying $1M for the best long-form Article in 2026, and the algorithm now favors single long-form posts over threads. Here's when to choose Articles, when to choose threads, and the dwell-time math behind the prize winners.
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The AI-pattern giveaways the new Grok algorithm penalizes (and how to fix them in 30 seconds)
X's January 2026 Grok-powered ranking flags posts that look AI-written and throttles reach. Here are the 9 patterns it catches — em-dashes, parallel bullets, 'It's not X, it's Y' — and how to strip them in 30 seconds.
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X Communities shuts down May 30 — where your niche audience actually goes next
X Communities is fully retiring May 30, 2026. Here's a creator-first playbook for migrating your niche audience to channels that actually convert — XChat groups, Discord, Circle, paid newsletters, and Lists.
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What X hates most: stolen content can cost you monetization
Stealing someone else's content is not a growth hack on X. It can trigger copyright complaints, spam signals, reach limits, and even creator monetization enforcement. Here is the clean way to repost without taking credit.
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Grok 4.20 vs ChatGPT 5.5 vs Claude Opus 4.7 for writing X replies (tested on 100 hooks)
Side-by-side test of Grok 4.20, ChatGPT 5.5, and Claude Opus 4.7 on writing X (Twitter) replies. Which AI sounds most human, which gets flagged by Grok's algo, which is fastest in workflow.
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The free Hypefury alternative stack: 10 zero-cost tools that replace a $19/mo plan
Hypefury starts at $19/mo. Here's a free stack of 10 tools that cover the same creator workflow — drafting, threads, scheduling-adjacent prep, analytics, cross-posting, and replies — for $0.
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Meet our most overlooked free tool: the Tweet Source Link Extractor
The Tweet Source Link Extractor has been live for months and almost nobody knows it exists. It pulls the source t.co link out of any X post so you can repost with the original creator credited — free, no signup, three ways to use it.
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Persona Studio: Train Your Voice Into XposterAI
Persona Studio learns a writing-voice fingerprint from your own tweets, then makes every reply, variant, and free-tool output sound like you instead of generic AI.
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