TechHalla Profile picture
Sep 9, 2025 13 tweets 5 min read Read on X
X just open-sourced their algorithm code, and now you know how to position your content for max visibility.

10 keys to make your posts blow up, in this thread 🧵

1. Video is king, gets a 1.8x boost 👇
Include videos in your tweets.

Why? The algo auto-boosts them by 1.8x over text.

Use native X uploads, not YouTube links.

Hook in the first 3 secs with a question, bold claim or eye-catching content. Image
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2. Maximize Early Engagement

Aim for likes, RTs, and replies in the first 2 hours.

How?

Post when your audience is active (check analytics), notify loyal followers, and reply to early comments fast. Image
3. Build Coherent Communities (SimClusters):

Keep around 80% of your content focused on your main niche.

The algo assigns you to one of 145k communities based on who you follow and engage with.

Being consistent helps you show up in the right feeds and be seen as an authority. Image
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4. Leverage Graph Features

Create content that sparks interactions among connected users. "How many of your follows engaged?" is a huge signal.

More social proof = more visibility. Image
5. Strategic Timing Optimization

Post during your audience's peak hours. Algo boosts match time-of-day and day-of-week patterns.

Check X Analytics weekly and schedule top content there. Image
6. Generate Authentic Social Proof

Get to know your audience and learn from them: their comments, their interests, the kind of content they enjoy most...

Focus on that, keep driving engagement, and more and more people from their circles will start doing the same. Image
7. Avoid Safety Filters

Stay clean to dodge penalties. Algo's pToxicity/pNSFW models flag insults, edgy stuff.

Critique ideas, not people: "I disagree because..." Keep it family-friendly.

I keep AI debates constructive, no drama, steady growth.

One wrong word tanks reach. Image
8. Diversify Engagement Types

Don't just chase likes - mix replies, RTs, clicks. Different weights in the algo.

Add specific questions for replies, quotable insights for RTs, value-packed links for clicks. Image
9. Build Real Graph Score

Interact genuinely daily. Reply to 80% of comments, comment on niche peeps' posts.

Boosts future interaction probability, pushing your stuff higher in their feeds.

I spend 75 mins/day engaging AI community, pays off big.

Relationships > algorithms. Image
10. Optimize for Author Diversity

Don't flood - max 3-4 tweets/day, spaced 2-3 hours. Algo penalizes same-author overload.

Vary formats: video, poll, image, thread. Each post gets max individual reach.

Quality > quantity Image
These 10 steps are a summary of my detailed analysis based on the algorithm code that X just made public.

If you want to dive into all the details, I recommend this article I published recently (5–10 mins):
Hope this helps!

Follow me at @techhalla for more guides on X content creation, generative AI, and much more!

Drop a like, repost, and bookmark on the main post, it really helps me keep sharing this kind of content!

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More from @techhalla

Feb 14
Lots of people are selling my prompts and my workflows… I don’t give a fuck.

I’m still sharing everything I know about generative AI for free.

9 essential resources from the last 2 weeks 👇

1. Full workflow to create 3rd-person POV continuous videos
2. Another complete workflow with more than 17 prompts to recreate documentaries
3. Tutorial about how to generate locally with the SOTA open-source video model
Read 10 tweets
Feb 12
I’ve built a workflow with over 17 prompts for 6 different AI generation models that can recreate documentaries like this.

All on the same platform.

How I did it, including access to the freepik Space, below 🧵
People always ask how I create so much content so fast. It’s all about optimizing my workflow and focusing on the creative part.

That’s where @freepik Spaces helps. Everything in one place, with state of the art models for images and video.

Let’s take a look! 👇 Image
We start by creating a Space and a 3x3 image grid with nb pro that we’ll use to kick off the story.

This time I’m not sharing the prompts, because at the end of the thread I’ll give you direct access to the full workflow with all the prompts, images, and videos I generated. Image
Read 9 tweets
Feb 10
A real example of using AI to generate 3D animations with full control and consistency.

If you want to learn how, I break it all down in this Tripo thread 👇
This workflow has been the base for many pro animation projects I’ve worked on. The key is using AI to speed things up and get amazing results.

We’ll do the 3D modeling with @tripoai, starting from images like these (prompt’s in the screenshot). Image
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From here, we’ll use Tripo with the images we’ve generated as reference.

It works for both animated characters and static objects.

Just upload the image, tweak the settings, and generate the model in under a minute! Image
Read 9 tweets
Feb 9
I'm sure you've seen tons of AI generated fight videos like this...

and I'm gonna show you how to make them in under an hour using freepik (prompts included) 🧵
Kling 3.0 and Nano Banana Pro are the hottest combo right now, and I’ve put together this workflow to do everything straight from @freepik in record time.

Let’s get to it... We’ll start with the base character. All you need is a photo and the prompt from the screenshot Image
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Next, we’re gonna generate a couple of 3x3 grids: one as a warm-up and then another one for the showdown with Mr. Miyagi.

The prompts are in the screenshots, and we’re still using Nano Banana Pro.

Both using the previous image as reference. Image
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Read 7 tweets
Feb 5
I asked Kling 3.0 to create a short film from just a single image... and the result blew my mind!

here's how I made this video using Multi-Shot 👇
We’ve already seen tons of videos generated with @Kling_ai 3.0, and they’re seriously impressive, but for me, the best feature is its ability to generate multiple camera angles in a single clip.

This makes it super easy to keep visual consistency throughout an entire project.
Let’s start with the initial still, the foundation everything builds from.

Created with Nano Banana Pro. The prompt is extremely long, so I’ve included it in the screenshot.

Let's start animating! 👇 Image
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Read 7 tweets
Feb 2
new to generative AI?

22 can't-miss resources from the past 2 weeks (with tons of prompts) 👇

1. Compilation of cinematic-style prompts
3. Create your own GTA "The movie" style clips
Read 23 tweets

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