If you're in tech, marketing, or pretty much any field that touches a computer, your daily reading list is probably a monster. For me, it’s a constant battle against an ever-growing tidal wave of information. My morning routine used to be a frantic scramble across a dozen tabs: Hacker News, a handful of subreddits, tech blogs, and lately, the absolute deluge of AI papers from places like HuggingFace.
It’s like trying to drink from a firehose. You know there are golden nuggets of information in there, but you’re mostly just getting soaked. You spend more time looking for what to read than actually reading it.
So when I stumbled upon Zeli.app, I was skeptical but intrigued. Another AI tool promising to save me time? Sure. But this one felt different. It had a singular focus: summarizing Hacker News and AI research papers. And after a couple weeks of using it, I think I’m a convert.

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So, What Exactly is Zeli.app?
Think of Zeli.app as your personal tech news digest, curated and summarized by a very efficient AI. It plugs directly into the feeds of Hacker News and HuggingFace—two of the most content-dense places on the internet for tech folks. Instead of just giving you a list of headlines, it presents each article with a neat, concise summary right below it.
The whole point is to give you the gist, the core idea of an article, in just a few sentences. This lets you triage content at lightning speed. Is this 5,000-word deep dive on WebAssembly worth my lunch break? Is that new AI paper on diffusion models relevant to my work, or just more academic noise? Zeli gives you the intel to make that call in seconds, not minutes.
More Than Just a Reader
What I appreciate is that Zeli isn't trying to be another all-in-one platform. It's not a social network or a project management tool in disguise. It’s a utility. It’s clean. It’s fast. It has one job—cut through the clutter—and it does that job remarkably well. The interface is wonderfully minimalist, almost calming compared to the usual chaos of news sites. You get a list of articles, you click to see a summary. That's it. No pop-ups, no autoplay videos, no drama.
The Core Features That Actually Matter
While the concept is simple, a couple of features really make Zeli.app stand out for me.
Instant Summaries on Tap
This is the main event, of course. The AI-powered summarization is impressively quick and, for the most part, quite accurate. It pulls out the key arguments and conclusions from an article, letting you absorb the main takeaway without having to commit to the full read. I've found it particularly useful for the “Show HN” and “Ask HN” posts on Hacker News, where you can quickly see if a new project or discussion is something you want to jump into.
Breaking Language Barriers
Here’s a feature that’s quietly brilliant: real-time translation. The tool can translate the summaries into your native language. This is huge! The world of tech and AI research is global, but the lingua franca is often English. This feature opens up access for a much wider audience, democratizing information that might have otherwise been stuck behind a language barrier. I haven't needed it myself, but I can see it being a game-changer for so many people around the world.
My Honest Take: The Good, The Bad, and The AI
Alright, no tool is perfect. As an SEO and a content guy, I’m professionally critical of anything that automates reading and writing. So, how does Zeli stack up under a magnifying glass?
On the plus side, the time savings are real. My morning content scan has gone from a 45-minute slog to a focused 10-minute session. I can quickly identify the 2-3 articles that are truly important for my day and bookmark the rest. It's also fantastic for staying on top of AI trends. The HuggingFace feed, in particular, is a goldmine, but trying to read even a fraction of those papers is impossible. Zeli makes it manageable.
"It's not about replacing deep reading. It's about making sure your deep reading time is spent on the right things."
Now, for teh reality check. Let's be honest, an AI summary is a bit like a movie trailer. It gives you the highlights, but it can miss the subtlety, the tone, and sometimes the critical context of the full piece. You’re trusting an algorithm to decide what’s important, and that comes with an inherent risk of bias. I've seen a few summaries that felt a little… flat, missing the clever nuance that made the original article special.
So, I wouldn’t rely on it for mission-critical research without clicking through to the source. But as a discovery and filtering tool? It’s phenomenal. It’s a trade-off: you sacrifice a bit of nuance for a massive gain in efficiency.
What's the Price Tag? (You'll Like This Part)
This is the part where I usually hold my breath, expecting a complex SaaS pricing table with three tiers and an enterprise plan that requires a sales call. But with Zeli.app... there's no pricing page. As of writing this, the tool appears to be completely free.
I clicked around everywhere looking for a 'Pro' button or a subscription link, but found nothing. In a world where every useful app seems to have a monthly fee, this is a breath of fresh air. I don't know if this will change in the future, but for now, it's an incredible value.
Who is Zeli.app Really For?
This isn't for everyone, but if you're in one of these boats, you should probably check it out:
- Developers & Engineers: Stay current with new technologies and discussions on Hacker News without the noise.
- AI/ML Researchers & Students: Triage the flood of new papers on HuggingFace and find the ones relevant to your work.
- Product Managers & Tech Leads: Get a high-level overview of emerging trends to inform your strategy.
- Content Marketers & SEOs (like me!): Quickly spot trending topics and interesting data points for new articles.
- Anyone who feels overwhelmed by their tech news feed.
The Final Verdict: Is Zeli.app Worth Your Time?
Yes. A resounding yes. But with a caveat.
Zeli.app is an exceptional filtering tool. It's a digital concierge that pre-screens your reading material and hands you the highlights on a silver platter. It has earned a permanent spot in my browser's bookmarks. It won’t replace the joy and depth of reading a well-written article, but it ensures that the articles you do choose to read are the ones that truly matter to you. It gives you back your most valuable asset: time. And in this industry, that's a superpower.
Frequently Asked Questions about Zeli.app
- Is Zeli.app free to use?
- As of late 2023, Zeli.app appears to be completely free. There is no pricing page or subscription information available on the website.
- What sources does Zeli.app summarize?
- Currently, it focuses on two main sources: Hacker News for general tech news and discussions, and HuggingFace for the latest AI research papers.
- How accurate are the AI summaries?
- In my experience, they are generally very accurate for capturing the main points and conclusions. However, they can sometimes miss subtle nuances or the author's specific tone, so it's always best to click through for important articles.
- Does Zeli.app work on mobile?
- Yes, the website is built with a responsive design that works quite well on mobile browsers. The clean, simple layout is easy to navigate on a smaller screen, making it great for catching up on the go.
- Can I trust the summaries to replace reading the full article?
- I wouldn't recommend it. Think of the summaries as a tool for discovery and triage. They help you decide what to read, but they don't replace the act of reading it yourself for a full understanding.
- How does the translation feature work?
- The platform uses an automated translation service to convert the generated summaries into various languages, making the content more accessible to a global audience.