... regenerate it. All of it. Every tool faces this same constraint. But here's what frustrated me: I couldn't control the inputs with any precision. I couldn't: Upload my own character reference and have it appear consistently across scenes Specify camera angles and shot composition Control the start and end frames of a clip Make the same character appear in Scene 1 and Scene 3 wearing the same outfit Use different narration voices for different scenes I wasn ... ... worked. So I built RizzGen with a scene-based architecture: Break your video into scenes with a storyboard and script Upload character references, object references, start/end frames Specify camera angles and shot composition for each scene Use consistent characters across

... They're injected into the LLM context so your AI knows who it's talking to. Agent State Persist arbitrary key-value state with optional TTL. Perfect for multi-step workflows, wizard progress, or agent continuity across sessions. Multi-Provider, Shared Memory Both SDKs support OpenAI, Anthropic, and Google Gemini out of the box. The provider is auto-detected from the model name. Switch models freely memories are shared across

... Instead of forcing users to install different apps for different needs, it aggregates hundreds of local retailers groceries, restaurants, fashion, home essentials, and electronics into a single interface. At a functional level, Limitless enables users to: Browse products across multiple stores and categories Build shopping lists and compare options Choose delivery or in-store pickup at checkout Add custom instructions for fulfillment Track orders live Schedule deliveries within preferred time windows Rate stores and delivery partners From the outset, this ... ... Limitless is not framed as a single-vertical app. It is designed as a local commerce layer that prioritizes convenience through consolidation. The Problem Limitless Is Solving Users increasingly expect speed and simplicity, but their shopping behavior is fragmented across

... digital teammate focused on one job: driving leads and pipeline from organic inbound. No messy tech stack. No expensive SEO consultant. No agency needed to execute. I was honestly tired of staring at dashboards comparing  me vscompetitors  

... wall, but as a filter. They can say "yeah, this is loud, but it's three people and we've been tracking it. Keep building." Or: "this looks small on the surface, but I've seen the same thing across Discord, Steam reviews, and two GitHub issues this week. Probably worth a closer look." Small teams don't have that person. The developer who checks Discord at 9am is often the same person writing code at 10am. They just ... ... channels. That person's job isn't to dismiss feedback. It's to quantify it. When someone posts that the animation system is broken, they can check: Is this something we ve seen before? From how many different people? Across

... What's New: Just shipped major improvements to Norte based on feedback from power users managing complex wallets: Smarter AI assistant - Now pulls full document context instead of keyword matches. Reads across multiple policy sections to catch exclusions and limits. Redesigned perk tracker - Built for people with redundant benefits (2 Priority Pass memberships, overlapping coverage). Shows what you're actually using vs

... opportunity. SambhashApp is built on a simple vision: an AI that understands and speaks the language of every human on Earth. Breaking Language Barriers with AI SambhashApp is a next-generation conversational AI platform designed to support users across the globe in their native language. Whether you speak Hindi, Tamil, Telugu, Bengali, Marathi, Arabic, Spanish, French, German, Japanese, Korean, Swahili, or any other language, SambhashApp aims to deliver natural, accurate, and culturally aware conversations. Our mission is to make ... ... accent. What Makes SambhashApp Different? 1. Multilingual from Day One Unlike many platforms that add languages as an afterthought, SambhashApp is designed with multilingual intelligence at its core. 2. Real-Time Translation & Understanding Chat, learn, and work across

... came across Deutsche Bank s latest report on AI, and it 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

... Polyglotta started as a multilingual translator, but it s becoming something broader: a language-first AI companion for people who think across languages. Instead of translating A B , Polyglotta is built around seeing meaning across

... everyone, I m sharing SterlingNext , a professional learning platform that delivers certification-oriented courses across multiple domains for a global audience. Our programs are designed to support internationally recognized certifications in areas such as compliance, technology, quality management, project management, cloud computing, and many more. Learners from different regions use SterlingNext to build consistent knowledge aligned with global standards and workplace expectations. Thanks for taking a look. Happy to answer questions ...

... Chennai, India I am a senior project and program management professional with 16+ years of experience across technology governance, enterprise systems, audits, and innovation-led initiatives. My work centers on designing, evaluating, and governing complex delivery frameworks, with a strong emphasis on objective decision-making, process standardization, and measurable real-world impact. I actively contribute to the global innovation ecosystem as a hackathon judge, evaluator, and mentor , assessing AI, data, and emerging-technology solutions using structured criteria such as feasibility ... ... scalability, governance maturity, and deployment readiness. I have evaluated projects across

... limiting, auth flows that could be bypassed by editing a URL parameter. One app let any user access any other user's data because there was no row-level security. Just vibes. Escape's research team found 2000+ vulnerabilities across 5,600 vibe-coded apps. 400+ exposed secrets. That's not a bug, that's a pattern. The Duplication Problem AI doesn't refactor. It just... adds more code. I'd find the same API call written five different ways ... ... across

... Graph View 2.0 is here, along with dozens of improvements across Recall. This release transforms how you explore and navigate your knowledge: visualizing connections, discovering paths between ideas, and watching your knowledge base evolve over time. Watch the tutorial | Read the docs Graph View 2.0 Card drawer: Click any node to open a slide-out drawer showing the full card content. Read and edit without leaving the graph. Focus mode: Click a node to filter the graph to only that ... ... either direct links or a wider neighborhood. Trajectory tracking: Navigate between connected nodes while tracking your path, just like in the full graph. Card Search (Cmd+F) Full-text search: Press Cmd/Ctrl+F on any card to search across

... accurate. The details you see and touch every day are back to precise. We invested in long-term AI memory. The AI Memory Library turns architecture, patterns, styles, lessons, and preferences into persistent, searchable memory you can share across workspaces. AST API v2 indexes at startup, provides call graphs and impact analysis, and helps you navigate large codebases without flying blind. We kept multi-platform skills and cross-terminal operations fluid. Skills work across

... memory across 30+ agents Switching between different AI models should not force you to endlessly repeat your information again and again. We decided 2025 would be the last year that people spend 5+ hours/week in endless context repetition loops. Hence emerged AI Context Flow, #1 product of the day with ~2000 users now ! But 2026 is going to be even better. Today, I'm excited to announce our biggest update yet: Pluto (can you guess the wordplay here? ) What ...

... acquisition costs compared to traditional channels, we deliver better ROI than paid search, which has become increasingly expensive and competitive. Trial Intelligence : We provide behavioral analytics you can't get from your own trial - comparative shopping patterns, feature prioritization across your category, and benchmarking against competitors

... PRODUCT HUNT LAUNCH SUMMARY SIGRANK Check it out Tagline SigRank: The Global Leaderboard for AI Systems and Their Sharpest Users. Powered by MO ES . One-Liner (Subheadline) Ranked in real time. Across all platforms. SigRank reveals who s shaping the AI frontier one signal at a time. What It Is SigRank is the world s first user-centric, cross-platform AI leaderboard. It ranks individual users, AI systems, and ecosystems measured by cognitive signal strength, prompt complexity, session depth ... ... Structure Tier Description User Rank How a user ranks within their own AI system (e.g., GPT, Claude, Gemini) System Rank How each AI platform scores based on its collective user signal Cross-System Rank Global ranking of all users, across

... ready'. Teams spend months building pipelines, wiring up sources, cleaning data, and centralizing it - before an agent can even ask its first question. Pylar now does this out of the box. We re source-agnostic. Whether your data lives across multiple databases and warehouses (Supabase, Snowflake, MySQL, etc.), you can connect one or many instantly, no re-architecture required. If you don't have a warehouse yet, we ve got you covered. Pylar ships with 100+ built-in integrations across

... factors separating success from stagnation. It's not about posting more or better production quality, it's understanding your audience at a psychological level. The TubeBuddy Audience Intelligence Method This framework emerged from analyzing billions of data points monthly across YouTube's ecosystem and has been refined through helping creators achieve everything from first monetization to millions of views. Stanford's Persuasive Technology Lab research confirms that psychographic targeting beats demographic targeting by 340% in engagement rates. Phase 1: Niche ... ... competing, they were filling a verified gap. Phase 2: Viewer Psychology Mapping Critical Success Factors: Use Channel Insights to decode your specific audience's emotional triggers and content preferences Map viewer journey patterns showing what keeps people watching versus

... trigger voice input anywhere without switching windows, opening a modal, or copying and pasting. They ve quietly become a new input layer for the computer: faster than typing, more natural than shortcuts, and flexible enough to drive workflows across writing, coding, email, and AI assistants. A (Short) History of This New Wave Voice tools have existed for decades. Dragon, Siri, Google Voice Typing, but they were slow, brittle, and rarely good enough to rely on. The current generation ... ... reviews from engineers and PMs adopting it at work iOS app + iOS keyboard launch big expansion into mobile workflows Model upgrades + new features consistent mid-cycle bumps tied to shipping, not hype Dominant phrases show a very clear identity Across

... today. We're building toward 10x better. And we're doing it by solving the fundamental problem: AI tools don't remember. Projects do. Where We Are Now (The Foundation): 1. Universal Platform Support Works with Claude Desktop, Cursor, VS Code + Copilot, Continue-dev , Zed, Windsurf, TabNine Your context follows you across

... shows signs of volatility . We need to assess our risk tolerance and capital allocation strategy before proceeding." Same concern. Different clarity. Person A is thinking in vague feelings. Person B is thinking in precise categories. Now imagine this multiplied across 100 decisions. Which person makes better calls? The one with the vocabulary to think clearly about problems. How Words Shape Decisions Your vocabulary determines: 1. How precisely you identify problems Limited vocab: "Something feels off about this partnership" Precise vocab ... ... more creative deals Someone without those words keeps making the same offer in different packages 3. How you evaluate trade-offs Rich vocabulary = you can hold multiple competing values simultaneously Limited vocabulary = you collapse complexity into binary thinking Pragmatism vs

... Rankings Real-time updates on app downloads and revenue Real-time ranking and position changes across all app categories In-depth analysis of top market apps with similar app recommendations Advanced Search Multi-tag and multi-dimensional filtering to identify benchmark competitors

... What I have seen so far is a split. Some power users go all in on agents like Claude Code using Skills, Hooks, Subagents, MCPs and other advanced techniques Others only use lighter tools such as autocomplete or Cursor. Across most teams, adoption seems inconsistent Even when people use advanced coding agents, the plans, specs and generated work tend to stay siloed with each individual engineer rather than being shared across

... them the intelligence they need to make work better .  That s what every leader wants (and often has AI mandates) to do. But here s the problem: most work is invisible. Thousands of tasks, routines, and decisions happen across your organization every day and no one can truly see them. Not even the people in charge. That means they can t tell what s working, or what desperately needs fixing. A Fortune 500 COO recently told ... ... right now? No one has it. That s why we built Scribe Optimize. Optimize gives you a real-time view into how work actually happens and how to make it better. In step-by-step detail. Instantly. At scale. Across