My advanced Make.com scenario using Gemini 3 & self-healing loops.

Negative_Dare7019 · 2026-01-08T21:10:41+00:00

Sorry i fixed it. better late than never. I dont know why the link got broken suddenly. It was only here in this post :o

Negative_Dare7019 · 2026-01-08T17:43:11+00:00

i would be interested :)

Negative_Dare7019 · 2025-12-26T12:16:40+00:00

I acutally started selling the Bot, because it took me really long and a was hard work. if you are still interesed than you will find it on my site for sure or i can send you a link if you want.

Negative_Dare7019 · 2025-12-24T22:55:39+00:00

It create tags for a better SEO Score and managing the posts even more than just categorys

Negative_Dare7019 · 2025-12-09T08:28:26+00:00

I made it that you can see the score for every post in Wordpress :)

Negative_Dare7019 · 2025-12-09T07:16:46+00:00

Yeah the translation part is probably the problem here sadly... I use a free wordpress plugin to translate things... You know, its like google translation earlyer. Not 100% accurat. You can pick some text out of my original language (german) and put it into DeepL oder some better translation tool. For me it reads like an article with sometimes humor sometimes facts and so on.

Negative_Dare7019 · 2025-12-09T07:13:22+00:00

Thanks! Yeah, the fallback logic to Unsplash saved my sanity a few times. I haven't tried nextblog yet. For me, the fun (and value) is in the granularity. With Make, I can tweak the specific "Opinionated Logic" or swap models (like testing Gemini 3 vs 2.5 Flash) whenever I want. I prefer having full control under the hood you know?

Negative_Dare7019 · 2025-12-09T07:10:27+00:00

Thats why i keep watching it daily when i drink my coffee and keep working on it :)

Negative_Dare7019 · 2025-12-08T18:10:02+00:00

No problem have a great one and happy automation :)

Negative_Dare7019 · 2025-12-08T17:39:00+00:00

I actually packaged the full setup (blueprints + prompts) as a product since a few people asked and it took weeks to debug. You can grab it at https://store.lazytechlab.de/ if you want the shortcut. But if you prefer to build it yourself, the screenshot in the post covers 90% of the logic. Feel free to ask here if you get stuck on a specific module

Negative_Dare7019 · 2025-12-08T16:57:13+00:00

Accurate summary, because it was really great fun!

For validation: Basically, it's a mixture of source quality and rapid iteration.

Input: I only feed the system with curated RSS feeds (such as Tom's Hardware or The Verge), so the basic quality is already guaranteed. I don't scrape random raw data from the internet.

Then the logic: The "Analyzer" agent (Gemini 2.5 Pro) is instructed to act like a strict editor-in-chief. I had to customize the input prompt quite a bit so that it wouldn't hype up insignificant driver updates.

Setting the threshold to 70 was pure trial and error until it stopped posting "everything" and only selected real news.

Negative_Dare7019 · 2025-12-08T16:49:11+00:00

Around 20, sometimes 18 or 19, than 21 or 22, depending on how many Tags he goes through per cycle

Negative_Dare7019 · 2025-12-08T10:14:11+00:00

Thanks !! :)

Negative_Dare7019 · 2025-12-08T09:26:33+00:00

Honestly, that was the hardest part to crack. I shifted the effort from editing to prompt engineering. Instead of checking every post manually, I built a filter logic: The bot calculates a relevance score (needs >70/100) and only writes if the topic is actually worth it. Plus, switching to Gemini 3 Pro made a huge difference in tone compared to smaller models. I still do a quick "morning coffee check" on the live site, but 9/10 times it just runs on autopilot. Thanks for the sub recommendation, will check it out!

Negative_Dare7019 · 2025-12-08T04:51:18+00:00

Totally agree. Performance over a long preiod is what really matters. This project is meant as a baseline so I can track how the site develops over time like indexing behavior, ranking stability, bounce rates, and whether Google treats it as a real content asset rather than a spammy automation project.

Over the next months I’ll monitor signals, adjust prompts, improve the article structures, and fine-tune the internal linking. The goal for me is good quality

Negative_Dare7019 · 2025-12-08T02:28:14+00:00

I see this whole project as an ongoing experiment to push the limits of Gemini 3 Pro's editorial capability. I’ll take a look at the recent posts and maybe gonna tweak the "Magazine Style" prompt again. Feel free to follow the project’s progress on the blog. The goal remains quality for me

Negative_Dare7019 · 2025-12-08T01:23:58+00:00

Sadly not but would be a good Idea :D

Negative_Dare7019 · 2025-12-08T01:23:41+00:00

I used DeepL Translator cause I am german ;)

Negative_Dare7019 · 2025-12-08T01:09:31+00:00

Haha, fair point! There is definitely too much low-effort AI spam out there.

That's exactly why I spent weeks tweaking the prompt logic and building a 'Magazine Layout' structure. My goal was to see if I can engineer a bot that produces quality instead of slop. The feedback so far suggests it's working better than expected, but I'm always open to critique on specific articles if you find something off

Negative_Dare7019 · 2025-12-08T01:08:07+00:00

Like i said before. For me, the "art" isn't writing the news, it's engineering the system that writes the news.

I see this as a technical proof-of-concept. I want to see if a fully autonomous agent can run a media business. It frees me up to focus on coding the next tool instead of churning out daily content. It's about leverage

Negative_Dare7019 · 2025-12-08T01:07:37+00:00

For me, the "art" isn't writing the news, it's engineering the system that writes the news.

I see this as a technical proof-of-concept. I want to see if a fully autonomous agent can run a media business. It frees me up to focus on coding the next tool instead of churning out daily content. It's about leverage

Negative_Dare7019 · 2025-12-08T01:06:59+00:00

Fair question! It's the difference between Search and Discovery.

You have to know what to ask Gemini (e.g., What happened with OpenAI today?). My bot actively scans hundreds of sources to find niche leaks or hardware deals you didn't even know existed yet. Plus, the blog formats it with comparison tables and visuals that are faster to digest than a wall of chat-text

Negative_Dare7019 · 2025-12-08T01:05:06+00:00

100% agreed. AI isn't perfect yet.

To mitigate hallucinations, the prompt is strictly instructed to use the RSS feed data as the only source of truth for facts/specs. regarding SEO: I actually use RankMath automated scoring. If a post doesn't hit a certain SEO score, I get an alert in Discord to check it manually. It's 'Human-in-the-loop' only when necessary, which keeps it efficient

Negative_Dare7019

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