... 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 ... ... test whisper or equivalent next. Comment from Sal Georgiou(@sal_georgiou1): Almost easy. Two big dinstictions for me are what you already mentioned: - " Its not just the case of X; it is Y" This alone means it is been written

... told they need TikTok, Reels, and Shorts. The data tells a different story. Conversion rates from short-form video are low unless you are selling low-consideration products. For B2B, for SaaS, for high-ticket services, a well-written case study still outperforms a dancing founder. The winning teams use short-form video for awareness. They do not expect it to close deals. They measure it by reach, not revenue. 3. Remote-first without structure. Remote work is great. Remote ... ... slow death. The trend says "trust your team to figure it out." The reality is that teams need coordination. The ones that succeed have more process, not less. They just hide it well. The winning teams have written

... what's missing, right - because we don7t already have enough to do...? I genuinely want to know if I'm wrong, but I know of nothing but MentionFox.com that actually trains the LLMs to actively promote our products over competitors' offerings. Do you? Please do share in the comments. Yes, we are prepared to prove it. MentionFox offers the same to you: sign up with work email and give us three or more competitors

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... specialist. Outreach should be coordinated Once you ve spent serious time building a thoughtful target list, think hard about how you reach out. Warm intros are best. Shared contacts on LinkedIn can work. A short, well-written

... Here's how that happened. Started in Cursor. I had an idea and Cursor let me move fast without knowing much. It was great for getting something on screen and learning how code actually works by watching it get written. But I hit walls constantly. I didn't know enough to debug what it generated, and the back and forth slowed everything down. Moved to Claude Code. This is where things changed. Claude Code let me work more like ... ... running a fully agentic setup. I built an OpenClaw instance on a Raspberry Pi that handles engineering, marketing, and SEO work autonomously. I describe what I need (to my new best friend Hank) and it executes. Content gets written

... Like most people, I used to just click Agree on terms and privacy policies without reading them. I didn t ignore them because I didn t care. They are long, written in legal language, and hard to understand. Recently, I started looking into some of these policies, especially those related to AI training and data usage. I realized how much important information is hidden in documents that most users never read. That s why I built PeekPolicy , a community-driven ... ... break down company terms, privacy policies, and data usage into simple explanations. Users can highlight important clauses and rate aspects like transparency and data usage. The goal is to create a resource for company policies in a Wikipedia style, written

... human fit now? What the data says about AI's performance: A 2026 Ahrefs study of 1 million search results with AI Overviews found that 87.8% of cited content contained AI-generated material . Only 8.6% was purely human-written . The machines are already talking to each other. At the same time, Andrej Karpathy (OpenAI founding member) ran an experiment where an autonomous agent ran 126 overnight experiments on a GPT-2 training script. It found 20 additive improvements that reduced ... ... Allen, a technical SEO specialist writing for MarTech, points out that AI "can't distinguish between empirical data and subjective opinion" when pulling from the open web . It doesn't know what's real. It only knows what's written

... Maybe more. Here's the painful truth: Your site is translated. Your AI visibility isn't. When a German user asks ChatGPT in German about your category, you're invisible. When a French prospect searches Perplexity in French, your competitor shows up. Translation AI visibility. And it's costing you. The Data We tracked 200 SaaS companies with multilingual sites at Rankfender. Market % Visible in Local AI Answers US (English) 64% UK (English) 58% Germany (German) 22% France (French ... ... Founder: B2B SaaS, 8M ARR "We spent 40k translating our site into German and French. Beautiful work. Native speakers. Perfect messaging. Six months later, we checked German AI answers about our category. We weren't there. Not once. Our competitor

... Most security tools scan code after it's written. Cencurity stops insecure code as it's generated. Real-time security for AI-generated code. Cencurity runs as a proxy between your IDE and LLM, analyzing outputs and blocking risky patterns before they are used. Works with OpenAI, Claude, Gemini, and more Test and verify your security protection instantly Detects and blocks risky code in real-time A lightweight proxy between your IDE and LLM Comment from Aman Kaushik(@aman_kaushik18 ...

... realize it was either a niche edge case or something you were already planning to address next month. I've watched this play out more times than I can count At Roblox, someone could post a detailed, well-written complaint on the DevForum about an API change. Within hours, it had 40 replies. Staff were pulled into meetings. Sometimes the complaint was completely valid and we were glad we caught it early. But other times it was one developer ... ... people, and every complaint feels like it could be the thing that tanks your Steam reviews, it's really hard to say "let's wait and see if this is actually a pattern." The emotional weight of one well-written

... hash is a fast, lightweight Unix shell written from scratch in C with a focus on POSIX compliance and cross-platform portability. Whether you're on Linux, macOS, or FreeBSD, x86_64 or ARM64, hash runs natively with zero dependencies. It's designed for developers who appreciate the simplicity of POSIX semantics but want a shell built with modern tooling and release practices. What makes hash different: Built from scratch . Not a fork or wrapper. POSIX-first . Passes a growing ...

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... special place in my heart for the users (and people in the PH community) who got in touch, offered time to talk and test Ting. I can't believe these people exist in the world. I've written about it before but getting signal is not easy, it sounds like great advice to 'talk to your customers all the time' but like, they have a life, and you're just an app, so those rare gems who offer ... ... year stretched me. I m learning how to evolve as a founder, be a better co-founder, and somehow become semi-competent at tax, payroll, pensions, pricing, and all the things I used to take for granted. I've written

... Azure's actual costs (no markup!) Why It's Different Own It, Don't Rent It Pay once: $49/year or $99 lifetime No recurring subscriptions All conversions saved locally on your machine Works offline after initial conversion Cost Comparison Competitor services: $240-600/year Kaizen: $49/year (or $99 one-time) Savings: $200-500+ annually Professional Quality Uses Microsoft Azure AI (same tech used by enterprises) Neural HD voices sound natural Context-aware speakers understand meaning SSML support for advanced users ... ... Perfect For Content Creators: Podcasts, YouTube voiceovers, audiobooks Educators: Multilingual lessons, accessible materials Authors: Create audiobooks without hiring narrators Businesses: Training videos, customer service audio Students: Transcribe lectures, study in different formats Accessibility: Audio alternatives

... curious about how their recommendations are actually pulled from the web. I'm not an expert, listen to the podcast, but I am actively tackling it so have some tactical learnings. I mainly came across AEO by looking at competitors and researching. I was always surprised that I d search and end up on the home page of a product, not another more credible source - just because they d written

... Claude is changing the way code is written and thought. Debug your prompt, not your code. Which would you prefer? Let s talk about how prompt engineering is redefining programming For decades, devs have written

... sure if this is a wild take, but What if platforms like LinkedIn started labeling AI-written posts? Not to shame them. Just to give people choice. Some want clean, fast, optimized content. Others want messier, human, original stuff... But when everything blends together, neither group really gets what they came for. I don t think we can or should avoid LLMs. But I do think we need to preserve the thing that actually makes writing matter, which ... ... agree. I'd love to know, how has AI impacted your writing? Comment from Shyun Bill(@shyunbill): But what if I wrote something original, and then AI just helped me refine it? Does that make it an AI-written

... curious to know, which of these two are you using and why? Or are you using a totally different dictation app? And if you aren't using one, why not? What's keeping you from making the jump? (Written with Aqua) Comment from Chris Messina(@chrismessina): Don't sleep on Monologue from Every, coming soon. I also really like @TalkTastic . It's UI is unlike any of the others, and it's recently gotten a lot faster. Comment from Jagriti ... ... Kumar(@jagriti_kumar1): for me, wispr has been helpful when I'm discussing product vision. I have been on a lookout for other related products, so this post was super helpful that way :) Comment from vishal pandey(@vshpandey96

... earn ad credits boost more What would make the discovery experience great? Categories? Trending? Filters? Store of the day? What should I not build right now? I'm one person want to focus only on MVP I haven't written any code yet just designing the system, user flow, and structure. If you re a creator, marketer, solo dev, or like building in public I d really appreciate your input. Drop any thoughts below Thanks legends Yassin ...

... first. A large HR platform sent out an automated AI-written email offering condolences on a prospect's coworker's death, and then tried to hook them into a demo. Comment from Ashley from Shadow(@ashley_from_shadow): I've seen one that signed off with written

... This thread was written with Sakura Latte playing in the background I have apps that are pretty much ready to be published but right now I'm debating on having to go through the whole App Store ordeal (they did get approved on TestFlight) or just distribute via my own site where I have a bit more control and don't need to give in to the Apple Store fees if I were to make them paid. A couple questions ... ... personally look at packages and am okay downloading things from internet devs but I'm curious what folks here think? Would distribution hurt download chances? Awareness: This is pretty much the same imo other than App Store search vs

... fairly loaded topic. Analytics & Building Your Own Admin Tools Easily integrate Google Analytics by simply inputting your measurement ID into Bolt for basic user insights. Remember to ask it to track key events across your application. Alternatively, build your own internal admin-only analytics dashboard for more detailed engagement tracking, such as daily and monthly active users, and specific engagement metrics. Once your app is live, monitor feature that are getting used the most and proactively prune features that ... ... prompt it with: "What s a secure but simple way to implement this? Do not make code changes yet" Bolt often defaults to generating numerous Supabase hooks, which may impact performance negatively. Clearly distinguish when to use backend APIs versus

... Background: I spent 500K building a neobank for immigrants in Portugal in 2021. We went from 13,000 waitlist signups to 5,000 active users, then had to shut down after 6 months. I've written a detailed post-mortem [link] , but I'm here to answer specific questions about what went wrong. Some key points to start discussion: Technical: Built on top of a BaaS provider Full KYC/AML implementation for high-risk customers Mobile-first architecture AI-powered document ... ... processing system (now repurposed as B2B product) Business: Real unit economics: LTV/CAC was 0.53:1 vs

... been testing something interesting lately - comparing stories written by AI versus

... Looking to understand the differences between AWS's machine learning offerings? I've written a comprehensive comparison between AWS SageMaker and Amazon ML. This article explores: SageMaker's end-to-end ML capabilities vs