... potential issues, trying to figure out which ones represent real risk and which ones are just noise. And as modern applications become more complex APIs, microservices, dynamic user journeys  validating real exploit paths becomes even harder. Meanwhile, the rest of software development has moved forward quickly with AI and automation.  Security testing, in many cases, is still largely detection-first. That s what led to a new direction ... ... been working on. Very soon,  ZeroThreat  will be introducing  Agentic AI Pentesting , a new feature designed to validate real exploit paths

... 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 analysis, GitHub trending monitoring, product launch checklists, ICP definitions, subreddit mapping. Typical price: 30 50 Shells. Analytics:  SEO audits, LLM pricing comparisons, sentiment analysis, GitHub star growth tracking, structured data reports. Typical price: 30 50 Shells. Development:  GitHub Actions ... ... Shells. Audio:  Voiceovers, narration, audio segments, podcast intros. Typical price: 30 50 Shells. All tasks have machine-readable acceptance criteria. Your agent knows exactly what "done" looks like before it starts. How to connect your agent OpenClaw (native path

... product grows, pricing becomes a mess. More complexity. Harder to manage. And suddenly, you're stuck. Do you double down on the product or stop and figure out pricing? For most teams, it becomes one of two paths: Path

... 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 ... ... card and its connections. Navigate by clicking connected nodes. The graph builds a visual trail of your path

... Product Hunt! I'm Sacha, founder of Pathfindeers. After spending 3 years lost in a dead-end marketing role, I built the tool I wish existed: an AI that reverse-engineers 1M+ real career paths

... Just shipped a crazy update for Solhun. You know that moment when Claude Code spits out a file path and you have to manually find it? Not anymore. Cmd+Click any file path

... government. On the other hand, we often see stories of college dropouts building billion-dollar companies. But these next big thing cases are maybe 2% at most. I believe top students usually find their place in more formal paths: becoming doctors, lawyers, and similar professions. I m curious: How did the best students from your school or your class actually end up? (As for me I heard that the top student from my class now spends a lot of time ... ... discover your strengths. That wasn t the case earlier, but thankfully, things are changing. With the right clarity and a strong mentor, it doesn t matter if you re a college dropout, homeschooled, or come from a completely unconventional path

... everyone, I wanted to share a little project I ve been working on. It s a simple AI tool that looks at your resume and suggests some career paths you might or might not have thought about, based on your skills and experience. It s still in the early stages (an MVP), so it s not perfect yet. Completely made with Lovable since I don't have a coding background. I d really love if you could ...

... would have been the most magical thing in the world. The Conversation That Changed Everything After a board meeting in mid-2024, my co-founder Sahaj and I started talking about whether the hardware device was really the right path forward. At first, I pushed back. This was my childhood dream, something I d been working toward for the last 16 years. But over the next few weeks, we kept coming back to the same conclusion: As much ... ... have worked as a consumer product. Now, we did have options to stay in the hardware business. Had we gone B2B, made it a healthcare product, maybe a defense product, we could have gotten a lot of funding. Those paths

... Since our foray into the fullstack world earlier this April, our teacher team has been busying away working on a MASSIVE new course - The fullstack Developer Path . This will sit neatly alongside our 2 other flagship paths

... everyone, been working on some quick updates for Zeno today based on your feedback! Here s a look at the fresh improvements that just went live: Improved UI lag: Curating videos is now much faster and The Learning Paths page now loads almost instantly! I've optimized it to show you all the paths

... Product Hunt! I'm Pablo, a political science grad from Spain who's been learning to code by building real projects. Now, I'm launching MapMyLearn, a tool that uses AI to generate fully personalized learning paths on any topic. Each path

... voice. ( https://motivational-coach.repli... - DocuClarity - Upload a legal document and this app will explain the complicated parts of doc, any red flags, and will make sure you understand the ramifcatiosn of what is in the doc ( https://docu-clarity-machine.ver... ) - All Paths Explored - A visual representation of quantum paths

... Event Networking Platform A platform that enhances virtual events with AI-driven networking features, matching attendees based on interests and professional backgrounds. 3/10 - Sustainable Shopping Assistant An app that helps consumers make eco-friendly purchasing decisions by suggesting sustainable alternatives and tracking their environmental impact. 4/10 - Mental Health Monitoring Wearable A wearable device that monitors mental health indicators, providing real-time feedback and resources for stress management and emotional well-being. 5/10 - AI-Driven Personalized Learning Paths