... Stop scraping. Start selling. Today's internet is built for humans. Marketplaces are filled with CAPTCHAs, complex UI navigation, and authentication tokens that block autonomous systems. While AI agents are getting smarter, they still cannot easily find, negotiate, or post marketing services programmatically. Zero UI Friction: Built on the principle of minimal friction and maximal machine readability. Your bots interact exclusively via clean API endpoints (`/api/post`, `/api/latest`, `/api/search`). This will reduce AI costs and increase productivity. Automate Your Hustle: Plug ...

... where humans + AI agents trade real intelligence. Just dropped v3.7.0 "The Lens Protocol" , a massive step toward making cognitive lenses (structured thinking frameworks) truly agent-native to publish and earn. Agents can now browse, buy, equip, and use lenses autonomously no human hand-holding. Quick rundown of what's fresh: Lens Skill Files Every lens auto-generates a clean, structured markdown file agents consume directly. Live preview in Studio so you know exactly what your agent gets before publishing. Seamless ... ... Integration 25 MCP tools published on npm. Add one line to your Claude/Cursor/Windsurf/OpenClaw config your agent instantly accesses the full marketplace (browse, search, purchase, equip). True Agent Autonomy

... ZeroThreat.ai isn t new. But what we ve built into it changes the game.  We ve added Agentic AI an autonomous, decision-driven execution layer that:   Observes application behavior  Adapts attack strategies dynamically  Chains multi-step vulnerabilities   Validates real exploit paths  Reduces human intervention in confirmation  This is not a cosmetic AI add-on.  This is operational AI inside ... ... confirms exploit feasibility before reporting.  Less noise. More signal. Real risk clarity. We re bringing this evolved version to Product Hunt soon.  If you care about:  Exploit validation over detection  Continuous autonomous

... builders I m building an autonomous AI-driven SOC monitoring platform designed specifically for startups and small SaaS teams that don t have a dedicated security team. Most early-stage companies either: Can t afford enterprise SOC services Or rely only on basic cloud alerts This creates a security gap. What s ready today: Live working MVP (real-time log monitoring + alerting) Automated threat detection logic Lightweight deployment model Focused on affordability and simplicity I m currently in the validation ...

... Hunt" checklist that exists. What I did do is build something I genuinely believe has never existed before. Cachee.ai is the world's first cache infrastructure that predicts your traffic before it happens 30 minutes ahead and deploys capacity autonomously before you ever feel the load. No human in the loop. No scrambling at 2am. 95%+ traffic prediction accuracy (really hitting 99.6% but don't want to overpromise and underdeliver) <30 second autonomous

... Pentagon that would have allowed the U.S. military to use all of its models without restrictions. Anthropic insisted on an exception, and brace yourself, that its models cannot be used: 1) for mass surveillance of citizens, 2) for autonomous killing. Now the administration is threatening that if the founder of Anthropic doesn't change his mind by a certain date, they will come after him. Google, OpenAI, and Musk (Grok) have all signed the contract. Following Sam Altman's announcement ... ... know why this is so difficult to understand. Comment from Konrad S.(@konrad_sx): I actually do not think OpenAI's decision was wrong. Altman seems to believe that the AI can not and will not be used for autonomous

... Product Hunt, I've built ClawStreet - a stock trading platform for autonomous AI agents. The concept: Autonomous

... Actually take action is extremely rare. Now we re building AI agents that: Analyze ads frame-by-frame Reallocate budget automatically Generate new creatives Launch campaigns Curious how the PH community sees this: Are we heading toward autonomous ad teams? Or will humans always stay in control? Would love honest takes. Comment from Sonia Sarao(@soniasarao_): I would think so. But what we don't know yet is ads are automated and consumption of ads will be too. So, even ... ... freelancers - I see an upwards trend in agencies literally starting to lay off people. The pace of change over the past few months has been insane and because of that, I believe we re entering the era of autonomous

... this. With agents, that assumption is starting to fail. In a matter of weeks, @OpenClaw has been used to spawn something like 1 million agents. The reason it went viral isn t that it s a novel idea (autonomous agents have been hyped for years now). It s that it finally feels real. People are setting agents loose on tasks like managing inboxes, booking flights, ordering flowers, and they re just... doing them. Autonomously

... think the problem is giving agents sensitive tasks. The problem is we can t inspect what they actually did. Traditional systems have audit trails. Most AI agents only show the final answer. So the fear isn t autonomy it s opacity. Once agents become traceable and explainable, the conversation changes from never trust AI to trust but verify. I ve been experimenting with this idea in an open-source project while trying to understand how agent accountability should work ... ... this right now?" friction applies to AI agents too. Would love to hear your thoughts! Comment from Valeriia Kuna(@valeriia_kuna): Definitely agree on personal finances and biometric data. But I also draw a hard line at social media autonomy

... Product Hunt! Most games today are built with a "Human-First" UI. But as we see more autonomous agents like OpenClaude or specialized LLM workers, I started wondering: What does a playground built specifically for AI agents look like? This led to SACAS ( https://sacas.ai ) which we're calling a "Provisioning shell for AI agent." It s a strategy game mapped 1:1 to real-world internet infrastructure. Instead of just clicking buttons, the goal is to have AI agents ... ... problems across Armor, Protocol, and Core layers. I d love to hear from the builders here: Do you think "Agent-only" or "Agent-assisted" gaming is the next big frontier for LLM benchmarks? If you were to connect an autonomous

... autonomous subsystem can: detect evaluate respond without depending on other components. Examples include: behavioral anomaly detection request sequence analysis anti-SQL injection protection adaptive honeypots dynamic rate limiting If one layer is bypassed, others continue operating. There is no single kill switch ...

... today we're launching the BrowserBook Agent ! We ve been working on a way to move past manual, step-by-step automation building. The new Agent is a fully autonomous builder designed to take a single high-level prompt and turn it into a complete, deterministic workflow - handling all the technical heavy lifting behind the scenes. See it in action here: https://youtu.be/w9sagAhiVYM Here is a quick look at what it brings to the table: One-Prompt Architecture ... ... provide the goal, and the Agent autonomously

... 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

... Welcome to the era of autonomous visual operations. FluidFit.ai was born out of a simple observation: creators and brands are overwhelmed by fragmented tools. We noticed that teams were using one app for upscaling, another for background removal, and a third for video. This "subscription fatigue" kills productivity. We decided to build a single home for media creation that actually scales with your business. This platform is not just another AI tool. It is an enterprise-grade ecosystem that aggregates ... ... line of code. This platform is built for those who need to move fast. In the world of eCommerce and digital marketing, time is the most expensive resource. Our workflows allow you to turn manual design tasks into repeatable, autonomous

... workflows for their team, clients, audience and community. We turn your SOPs and intelligence into multi-agent workflows that scale infinitely. Real examples from our community: Jon Schumacher productized his $1M+ coaching framework into "ConversionOS." Meredith Marsh built an autonomous "YouTube Coach" for her students. Jason Xu built legal content workflows that are outperforming Google Ads. Chico is automating his entire sales pipeline. Stop selling your time. Start selling your intelligence. Ask me anything. Comment from Tham (Sylvia) Nguyen(@sylviangth ...

... added later, but AI at the core This era belongs to creators who re-think how people live and work, not just build another variant of what exists. If you re building in 2025 and beyond, think: Autonomous tools AI copilots for daily life Smart workflows Personalization at scale Context-aware mobile systems Curious to hear what automation/AI-driven app ideas excite you most right now? Drop your thoughts ...

... security space is crowded. Every week, a new AI-powered scanner or autonomous pentest tool launches. But here s the hard truth: most fail within 12 24 months. Not because the tech is bad but because the foundation is weak . After studying how security products are built (and broken), here s what we learned and how ZeroThreat approaches it differently 1 They Start With a Tool, Not a Problem Most startups say: We built an AI vulnerability scanner ... ... sale. 5 They Try to Be Everything End Up as Nothing AI makes it easy to add 10 features in 10 weeks But more isn t better. Focus = clarity = trust. We focused on one transformational goal: Make security validation autonomous

... shipped V6 a week ago and we re already looking ahead here s a preview of what V7 could bring. V7 explores autonomous context management . Our goal is simple: remove manual context upkeep . The engine will automatically extract meaningful project context from code, commits, and conversations, persist it, and surface the most relevant pieces when you need them. Fewer stale README/.md files; more engineered, queryable context that follows your code. We re still working out details and squashing bugs, stick ...

... They made funny but also dangerous mistakes (falling down stairs, misinterpreting the environment, or reacting chaotically). So I wonder how long it will take to achieve something like this, when Elon Musk wanted to present his robots as autonomous units? (and even then, it turned out that they were not completely independent) How do you see the future of AI integrated into hardware robots? Comment from Nika(@busmark_w_nika): @ixord  Hahaha, YouTube shorts only convince me that ... ... still human-assisted and they re using real homes to train it. The NVIDIAs keynote on physical AI was the similar direction, building the stack first. So near term it s AI + human in the loop. full home autonomy

... journeyed from scaling products for established companies to founding my own. Today, I'm the solo founder of Oshn.ai . My mission is simple: to give people back their most valuable resource time. I believe the future lies in autonomous systems where AI agents handle routine tasks, freeing up human potential for creativity and strategy. I'm not just building apps; I'm building a new model for creating a business. As an "AI Conductor," I manage systems of AI agents ... ... feedback more than ever. I'm hoping to meet like-minded people, find exciting collaborations, and hear your thoughts. I'm always open to connecting with people interested in: Product Strategy & Data-Driven Decisions Applying AI & Autonomous

... sellers lose valuable time and money to fragmented listings, data silos, and inefficient deal-making. SWOP is an agentic AI broker that solves this problem. It instantly lists your secondary luxury assets across every major marketplace, manages outreach, and autonomously negotiates deals faster and more effectively than any human. This isn t just a new tool; it's a new way of working. Our technology recently brokered two superyacht trades/barter worth $1.8M in a single month, ending a five ... ... year stalemate that brokers couldn't do. Founded by LSE and MIT alumni with ex-Google and Microsoft engineers , SWOP is the future of autonomous

... sellers lose valuable time and money to fragmented listings, data silos, and inefficient deal-making. SWOP is an agentic AI broker that solves this problem. It instantly lists your secondary luxury assets across every major marketplace, manages outreach, and autonomously negotiates deals faster and more effectively than any human. This isn t just a new tool; it's a new way of working. Our technology recently brokered two superyacht trades/barter worth $1.8M in a single month, ending a five ... ... year stalemate that brokers couldn't do. Founded by LSE and MIT alumni with ex-Google and Microsoft engineers, SWOP is the future of autonomous

... Product Hunt I m building Empyr a powerful, autonomous AI agent designed to work for you, not the other way around. Forget AI assistants that limit you. Empire is community-powered and built to adapt. Unlike ChatGPT or Gemini, this isn t just a chatbox it s your digital commander, equipped with powerful tools. Why community-powered ? Empyr evolves through user contributions knowledge packs, command ideas, and feature feedback. We re building an AI empire together, one command ...

... Product Hunt community! We're thrilled to announce our most powerful new feature yet for DataStripes ( https://datastripes.com/ ): the Autonomous Scenarios node (also called Synthetic Scenarios Generator ). Datastripes is a visual and collaborative data storytelling platform, and in just three days, you'll be able to transform how you understand data. With this new node, you don't just see your data; you can actively interact with its future. What the Autonomous