... Most AI chat products give you text back, maybe a code block. We wanted Kopai's agents to answer the way a good analyst would with the actual chart, table, or calculator, not a paragraph describing one. So when an agent decides a visual beats prose, it writes real render-able code and it renders live in the chat inline, not a separate canvas. It runs in a sandboxed iframe with a null origin, so the generated code ... ... full regen for anything that actually changes the visualization type. Comment from Gal Dayan(@galdayan): the worst offender for me is anything involving pricing tiers - i've asked coding assistants to compare plan limits across providers and gotten four paragraphs

... back as one continuous listen instead of three awkward pieces. A real transcript, kept exactly as you copied it Open any listen and the complete text is right there to read along with, with your original paragraphs and line breaks intact. The Chrome extension also preserves line breaks now when it grabs a selection, so what you highlight is what you get. A guided walkthrough for new accounts Enough people signed up and then weren't sure where to start ... ... really like to know why. Reply here or email me at hello@getliso.app , it comes straight to me. Free to start, no card: https://www.getliso.app Comment from Gal Dayan(@galdayan): the transcript staying exactly as pasted, paragraphs

... like and a scroll-past is a signal that you are not holding attention. Once I started writing for dwell instead of clicks, things moved. Three things that worked: a real opening line instead of a tweet hook, short paragraphs that pull the reader down the page, and a question at the end that is genuinely worth answering. The fourth was commenting on bigger accounts in my niche about 20 minutes before posting, which warmed up an audience that then ...

... breaking, and so on. - Vaizle - I work with Vaizle, but it has very easily emerged as my fav platform. Not even lying. I can keep track of ad performance, check what competitors are posting on social. And best part is that I can feed it my own website + competitors

... retry without the user ever knowing the pipeline almost crashed. The Shape-Shifting Protagonist Video models have zero memory. By scene 3, your main character has changed clothes, hair color, and visual style. Users were spending hours writing massive paragraphs of prompts just to keep a jacket the same color. We solved this by having our agent lock the physical constraints in the background before rendering anything. The Cost Wall Creating 24 consecutive AI video clips using only the absolute ...

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... everyone, I just launched a small SaaS called Ragify ! Here's the usual problem: you have a PDF with headings, tables, paragraphs. You throw it into a chatbot or an AI system, but the text comes out all flat and messy. Manually fixing that takes forever and it's a pain. I wanted something fast, efficient, and that gave me everything well structured from the start. So I built Ragify. Here's what it does: you upload a PDF, pick ... ... output format you need (Markdown, JSON, HTML, plain text), and within seconds you get the document back with headings, paragraphs

... inboxes upload CSV write template research send. No workflows, no sequences, no CRM you have to learn. Just cold email that sounds like you wrote it. The AI fills actual facts. Because it fetches the real company website, the paragraphs reference real things their actual product, their actual market, their actual tone. Not "I noticed you're in the SaaS space." Would love your feedback, especially on the onboarding flow and whether the key setup feels like too much friction ...

... them, photo profiles were special in a similar way. When I double checked the profiles, the links were not working. And I hate finding myself interacting with bots. What is the limit that bothers you in interacting with AI vs what feels fine? A/ Interacting with a bot B/ Interacting with content being 100% generated C/ The person giving the idea, and asking AI to write an answer. D/ Asking AI to rewrite E/ Correcting with AI It was funny ... ... wrong. No weird details. Human writing has random asides, half-finished thoughts, oddly specific examples from personal experience. AI keeps things clean and balanced too balanced. The "LinkedIn voice." You know it when you see it. Every paragraph

... fixed: I stopped writing clever marketing copy. Started writing direct answers. Before After "We help teams collaborate better" "We're a project management tool for remote design teams. Here's exactly how we work." Feature lists Problem-solution paragraphs Vague benefits Specific outcomes Lesson #2: AI Loves Comparisons Even If You Lose This one hurt. I avoided mentioning competitors

... Rankfender , we've identified clear patterns. Certain content types get cited 3x more often than others. Here are the 7 content types that win AI citations with real examples you can steal. First, the data: Content Type Citation Rate (vs. average) Best For Comparison pages 3.2x higher "X vs

... agents got smarter. Their interfaces didn't. Ask an AI to analyze your sales pipeline and you get three paragraphs. You should get a chart. We've spent the last year building Generative UI used by 10,000+ developers, and the biggest lesson was that JSON-based approaches break at scale. LLMs keep producing invalid output, rendering is slow, and custom design systems are a pain to wire up. So we built OpenUI Lang , a rendering spec inspired by code ...

... Product Hunt I m building ProEdit, an AI-powered document editor designed to go beyond AI that writes paragraphs and move toward something genuinely productive. You can try it here: app-proedit.vercel.app I m also opening a Beta Testers Program for early feedback and feature shaping: betatestersapp-proedit.vercel.app There are already plenty of AI writing tools. But I m interested in something deeper: What would make an AI document editor actually save you hours every week? What would make it essential ...

... Vibe Coding always felt counter-intuitive to me. As a developer, I think in code, not paragraphs. So I built Shadow Code, a VSCode extension that allows me to convert the pseudocode in my head to clean, accurate, high-quality code. Compared to Vibe Coding, Shadow Coding can: Produce higher-quality code, That is closer to what the developer wants, Faster and with fewer tokens, Using free, open-source models! Do check it out: Watch The YouTube Video Github Link ...

... While building AI agents with customers at Famulor , we noticed another recurring problem: As soon as conversations become non-linear , prompts break down. People try to: Stuff complex logic into one giant prompt Explain branching behavior in long paragraphs Maintain if / else logic inside plain text The result? Prompts that are hard to understand, impossible to maintain, and risky to change. That s why we built the Flow Builder . Flow Builder Instead of writing long, fragile prompts ...

... called DraftFlow . I d love your feedback on the core workflow: Raw Input: You just dump your raw, messy text into the app. Auto-Canvas: The app switches to a "Canvas Mode" and automatically applies the correct styles (headings, paragraphs, title) based on the document type (e.g., Report vs

... internally. A few things it solves: Users leave feedback without breaking flow (component sits inside your UI) Slack notifications instant alerts when someone submits AI emotion detection frustration, delight, confusion, urgency AI summaries quick actionable insights instead of long paragraphs Customizable UI fields, theme, rating, labels Secure by default rate limits + spam protection I built it because I was tired of guessing what users wanted. If you re a founder trying to understand your users faster, would love your thoughts ...

... lightweight Free plan available Secure by default Clerk auth, rate limits, spam protection, all built-in. AI-powered emotional analysis Retour detects the mood behind the feedback frustration, delight, confusion, urgency. AI summary for every feedback Stop reading long paragraphs. Get a crisp, actionable summary in seconds. Retour just crossed 30k+ users , and the feedback coming through Retour is shaping the next updates. If you re building something and want a clean feedback flow, give it a try. Also drop ...

... perfect ratings Review spikes lining up with key launches and upgrades in 2024 2025 Language users don t usually use about dictation: clean, readable, pleasant, ready to send Why you'd pick Aqua Voice over everything else You dictate paragraphs, pages, or documents , not quick one-liners You want the least editing afterward You care more about how the text reads than about automation, commands, or system integration You re writing content others will see (articles, newsletters, briefs, scripts) Superwhisper ... ... tones or in a custom brand voice support for AI commands (e.g., reply to this email or write an OOO message ) deeper mobile integration (current apps often require running in the background, which slows things down) automatic formatting (emojis, paragraphs

... hadn't considered Step 3: You Refine to Perfection Now comes your editorial control: Edit the AI-generated content directly Adjust sections that don't feel right Add your personal voice and style Ask AI to refine specific paragraphs This is Vibe Writing: You set the direction, AI executes, and you polish to perfection. Why Chat Interfaces Don't Work for Vibe Writing You might think: "Can't I just use ChatGPT for this?" The problem: Describing "modify the third ... ... paragraph

... across browsers. What is DownMark? DownMark is a tool designed for knowledge workers, students, and creators who want a clean, reliable way to save web content. It uses a smart extraction engine to filter out noise, preserve structure (titles, paragraphs, lists, metadata), and output well-formatted Markdown. We built it to fit right into research and writing workflows less time fixing formatting, more time actually thinking. Grab the Chrome extension and let us know your thoughts. Feedback helps us decide ...

... Dynamic AI Templates to input fresh data each week The AI writes a clean, human-sounding weekly report using your custom input fields (highlights, blockers, next steps, etc.) No more starting from a blank page. No more rewording old paragraphs. You stay consistent and creative on autopilot. Watch how it works: Try Slashit free: www.slashit.app #ProductivityTools #Operations #AIWriting #DynamicTemplates #BusinessOps #slashitapp ...

... about our work and talked to an AI expert (that wasn't that good before) to find out the answer. No more, no less. Today, I see a LOT of people writing entire apps, writing entire essays, university thesis paragraphs, marketing messages, emails and talking to AI non-stop while working, following it blindly at this point. The worst part: sometimes it takes way longer to repair/edit/debug/update what AI produces than would have taken to even learn ...

... make your life easier? When Spykio (or any retriever) finds the relevant info, what format would be most useful for you to feed the LLM? Would you prefer the entire relevant document(s) ? Just the specific, most relevant paragraphs or chunks ? Or ideally, would you want something more processed, maybe closer to a direct answer to the query based on your data? What level of granularity and processing from the retrieval step would best streamline your RAG workflow? Curious about ...

... gain a cohesive framework that helps you build and refine your understanding. Questions to Spark Discussion: - Do you find it easier to absorb information when it s presented visually, like through diagrams or mind maps, rather than long paragraphs of text? - How important is it for you to see connections between ideas when learning something new? - Would a tool that combines concise information with visualized thinking make exploring and understanding knowledge feel more intuitive and enjoyable ...