FluffFilter
Hi HN! I'm Tim! We rejected 73% of our AI-generated content last month. Not because of grammar, but because it was substantively empty. AI made content production 10x faster, but quality checking didn't scale. I built FluffFilter to catch this before publishing. Content teams went from producing 25 posts/week to 250+, but were publishing a lot of generic fluff—phrases like "in today's digital landscape," unsubstantiated claims, surface-level analysis. Existing tools (Grammarly, Clearscope, etc.) focus on mechanics and SEO keywords, not substantive quality. What FluffFilter Does: *…
FluffFilter launched on October 27, 2025 with 7 votes, #2,779 of 8,178 launches that month.
What it does
Stop publishing AI slop. FluffFilter catches what other tools miss: generic claims, missing proof and vague thinking. Get 3-5 surgical fixes with exact locations and replacements. Works on blogs, emails, newsletters, and 17+ more types of content.
Review 50 blog posts in 10 minutes with surgical, location-specific fixes. FluffFilter analyzes content for vague claims, weak verbs, and fluff that kills credibility.
Review 50 blog posts in 10 minutes, each with surgical, location-specific fixes , not vague “make it better” feedback. Let your editors focus on strategy, not copy triage. We don't tell you if content is AI-generated. We tell you if it's good enough to publish , and exactly what to fix if it isn't. Get 3-5 surgical fixes per document with exact locations, problem statements, and replacement text. No more vague “make it better” feedback. “This is amazing! I struggle with CTAs and clear benefits/features. I know what I mean, but it's hard to figure out how to word it. This is incredibly educational and extremely valuable!” Blog posts, sales emails, product descriptions, PRDs, case…from flufffilter.com
In the maker’s words, at launch
Hi HN! I'm Tim! We rejected 73% of our AI-generated content last month. Not because of grammar, but because it was substantively empty. AI made content production 10x faster, but quality checking didn't scale. I built FluffFilter to catch this before publishing. Content teams went from producing 25 posts/week to…
Does a similar job
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Control your X/Twitter feed using a small on-device LLMApr 2026 · imbue.com · ▲15We built a Chrome extension and iOS app that filters Twitter's feed using Qwen3.5-4B for contextual matching. You describe what you don't want in plain language—it removes posts that match semantically, not by keyword. What surprised us was that because Twitter's ranking algorithm adapts based on what you engage with, consistent filtering starts reshaping the recommendations over time. You're implicitly signaling preferences to the algorithm. For some of us it "healed" our feed. Currently running inference from our own servers with an experimental on-device option, and we're working on fully…
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wallhop is a free paywall bypass. Paste any article link to read it without paywall popups, ads or clutter. No signup, no extension. A simple 12ft.io alternative.
Growth · 12d ago · wallhop.io


Source: Product Hunt launch ↗ · launch text quoted in part
Launched alongside, October 2025
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I went down the rabbit hole on a side project and ended up building this: Strange Attractors(https://blog.shashanktomar.com/posts/strange-attractors). It’s built with three.js. Working on it reminded me of the little "maths for fun" exercises I used to do while learning programming in early days. Just trying things out, getting fascinated and geeky, and being surprised by the results. I spent way too much time on this, but it was extreme fun. My favorite part: someone pointed me to the Simone Attractor on Threads. It is a 2D attractor and I asked GPT to extrapolate it to…
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