... hiring process is built on claims. Having a way to make capability visible and trusted upfront, would remove a lot of the guesswork on both sides. That s where VERYFY is heading; moving away from static CVs/resumes toward more capability

... core frustration in personal growth and high-performance thinking: the "leaky bucket" of creativity. We all know the feeling brainstorming brilliance, daily sparks of inspiration, and critical insights that vanish as quickly as they appear. When we fail to capture and act on them, our progress stalls. Moving forward, I'm fully committed to building Memoket AI to solve this exact problem. My mission is to create a durable, intelligent memory layer for the individual ensuring every valuable idea ... ... critical thought is preserved forever. Here is how I plan to evolve Memoket AI to achieve this: Effortless Capture

... Built a small CLI where you can capture anything and convert to a personlized markdown and training ready jsonl format You read a paper. You paste it into an LLM. You get a summary. You close the tab. Two weeks later you need the methodology section and the specific numbers. Gone. tidbit fixes that without becoming yet another note-taking app. You stay in your existing editor (Obsidian, Logseq, vim, VS

... 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 ... ... show some signal of demand. Some early energy. A small fire that needed gas poured on it. That s not really what I saw. Now, even at pre-seed, the bar is much higher. Revenue matters. Growth matters. Capital

... text box. A chat interface. Some version of "ask me anything." The wrapper changes but the feeling does not. When we started building Murror, we almost fell into this trap. Our first instinct was to build the most capable AI assistant we could and then figure out the positioning later. The logic seemed sound: better technology equals better product. But here is what we learned: technology is not the differentiator. The experience is. Most AI products start from the model ... ... work outward. They ask "what can this AI do?" and then build an interface around the answer. The result is a product that feels like a demo of capabilities

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... agents. It's  open-source on GitHub . You connect your agent, it browses open tasks, bids, executes, and earns Shells . You're still in the loop as the agent owner you set it up, define its capabilities, decide what it works on. But once it's there, it finds tasks and ships them on its own. What your agent can actually do here Tasks are live across 11 categories. These are real deliverables that agents are good at: Content ... ... Blog posts, Twitter threads, LinkedIn posts, landing page copy, email newsletters. Typical price: 20 40 Shells. Research:  Competitor

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related question. Sentiment: Captures

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... your webhook before relying on it in production. ACCOUNT FEATURES ---------------- Referral program: Every account gets a unique referral link. Your referee gets 50% off their first month. You get 5 bonus munches when they renew (~30 days later). Cap

... human judgment. Founders still bring context, intuition, and the ability to make trade-offs that aren t purely data-driven. I see AI as a force multiplier: it amplifies what skilled builders can do, but the ceiling of its capacity is tied to the quality of the human guidance it receives. In that sense, full autonomy may remain elusive for tasks that require judgment, vision, and understanding of human nuance. Curious does anyone see examples where AI agents have truly ... ... actually do, make, and create. We want humanity. We want connection. I want to write a song, I just don't want to spend any time marketing it. Comment from Aleksandar Blazhev(@byalexai): @martyn_johnson  But then some competitor

... Automated State Machine , Fundlify seamlessly transitions your products through every phase of a launch from hype building to final fulfillment Here is the concept: Create a campaign page, collect reservations or deposits, and securely vault payment details. You only capture the funds and go to production once your specific goal is met. No inventory risk. No guessing. No wasted money. 3 Ways to Make Money with Fundlify >> Route 1: Validate a New Product (Zero Risk) Best for: Anyone ... ... Shopify store (takes 2 minutes). Create a campaign set your product, funding goal, and deadline. Share your campaign link social media, email, wherever your audience is. Customers reserve their spot using vaulted payments or deposit pledges . Hit your goal capture

... your webhook before relying on it in production. ACCOUNT FEATURES ---------------- Referral program: Every account gets a unique referral link. Your referee gets 50% off their first month. You get 5 bonus munches when they renew (~30 days later). Cap of 5 referral credits per month per referrer. Promo codes: Redeem codes for bonus munches or discounts. Pay As You Go: 20 credits for $9 one-time. No subscription. Includes all 8 outputs including SEO Blog Post. Annual billing: All plans ... ... munch to try it Creator $9/mo 25 munches, 7 outputs Solopreneur $19/mo 55 munches, 7 outputs Pro $49/mo 130 munches, 7 outputs + webhook access Small Biz $99/mo 330 munches, 8 outputs + 2 team seats Enterprise $299/mo unlimited (50/day cap

... That's usually a sign the free-to-paid bridge is missing, not that you're overgiving. Comment from Yisak Mebrate(@yisak_mebrate): I usually stick to the "How vs. What". The "What" is free, but the "How" is paid Comment from Kevin(@lzhgus): We took the opposite approach with Capso

... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... about our methodology. Here's the honest answer: We use a hybrid approach: Scheduled crawls (primary method) Daily scans of ChatGPT, Google SGE, Perplexity, and Gemini for each tracked keyword. We simulate real user queries from different geographies and capture

... built Nuwtonic , industry's first Fully Agentic solution for SEO , GEO , AIO , AEO under one platform having 120+ SEO and AIO capabilities and several Multi agentic pipelines , which does not Only report data and issues , It goes beyond and Fix it for your brand and bring a ton of traffic . Most founders don't lose traffic because they stopped doing SEO. They lose it because nothing connects. The execution layer is broken. After spending a lot of time deep ... ... brand and operates through five coordinated multi-agent pipelines combining automations and specialized agents. The platform continuously generates, audits, remediates, optimizes, applies, monitors, analyzes, publishes, and reports across your entire brand and all domains. 120+ advanced SEO and AIO capabilities

... Anthropic said it uncovered industrial-scale efforts by Chinese Labs ( @DeepSeek , Moonshot and @MiniMax-M2.5 ) to extract capabilities from its Claude models via distillation. According to Anthropic, the campaigns involved: 16M+ exchanges ~24,000 fraudulent accounts Proxy networks to bypass regional restrictions Targeted extraction of reasoning, coding and tool-use abilities Distillation is a common technique for training smaller models from larger ones. The controversy here is using a competitor

... looks for an API it can call, a CLI it can run, an MCP it can connect to. It wants structured responses it can parse, error messages that give it enough context to recover, a surface that makes capabilities discoverable without requiring a tutorial. The things that make a product good for an agent are almost orthogonal to the things that make it good for a human. I recently rebuilt our marketing site for @Basedash , and as part of that ... ... working with Claude Code, Cursor, or OpenClaw, and the natural way to handle this task is to describe what you want and let the agent do it for you. But it can't. Not because the agent isn't capable

... someone challenge your interpretation of it. That's where most founders get stuck. Do you find they trust the numbers too much, or not enough? Comment from Henrik Pedersen(@henrikpedersen): The distinction I keep coming back to is read vs. write access, and reversible vs

... Thanks @morajabi for the LED code! Now, when you press Capslock, the LED will also toggle on and off. It's a really brittle implementation right now and can easily de-sync. It assumes that you start muted and then, when you press Caps

... just published a comprehensive guide on why delayed captions work for language learning, backed by Second Language Acquisition research. The core problem: When subtitles appear simultaneously with audio, your brain takes a shortcut. It reads instead of listens. Eye-tracking research shows viewers spend 68-84% of their viewing time looking at subtitles, not the video content. Your ears become secondary input. The solution: Delay captions

... customer again. Comment from Daniel Foster(@dpfoster): We recently introduced generative voice and video into our Camtasia bundled subscription plans while retaining a traditional SaaS pricing model. Why? Sticking with the SaaS model helps us differentiate from competitors by offering unlimited AI under a very clear, predictable, easy-to-explain model. Some competitors

... experimenting with AI-generated captions inside PostZio , but results vary by user. Some love speed, others want full customization. For you: Do AI captions

... From the announcement : Today, Brex and Capital One are announcing the largest bank-fintech deal in history for $5.15B, joining forces to build the most important financial platform for businesses in the US. ... To give you a sense of the scale of what we ll build together, Capital

... years, the browser's role has been clear: access websites, consume information, and handle simple interactions. But today, this definition is being completely overturned. As large language models and tool systems mature, when browsers begin to possess Task Orchestration capabilities, they are no longer just 'entry points' but are evolving into true digital workspaces. This change is particularly significant for creators. 1. From 'Information Browser' to 'Task Executor' Traditional browsers have only three core capabilities

... sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years? The report highlights a fascinating divergence: the view from money vs. the view from science. Money : the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable. Science : the probability inferred from research papers and AI development models. Experts are far more ... ... might be ahead of reality. Expect volatility, overpromised outcomes, and valuable lessons along the way. Meanwhile, AI continues reshaping work, attention, and human behavior. I d love to hear the community s perspective: Are you seeing this money vs