... questions as you progress. Feels like conversation, works like a curriculum. Ideal for students and professionals learning something new. Feynman Technique Explain a concept in the simplest terms you can. Socra plays the curious beginner asking questions that expose every gap in your understanding until you can explain it clearly to anyone. One of the most effective study techniques available, now built into an adaptive AI tutor. Study Recall From basic recall to deep application, Socra tests your knowledge ... ... mind wants to go. The Lattice of Mental Models and Whys modes are particularly well-suited to exploratory, curiosity-driven learning the kind that enriches how you see the world rather than just adding facts to your memory. Socra vs

... data though some of Rewo s core value comes from automation that you only experience over time (and via email), which is harder to demo. As such, curious how others here think about demos: Do you prefer live demos vs. guided / interactive walkthroughs? How much functionality is too much to expose

... scared me the most. Veracode tested 100+ LLMs in 2025 and found 45% of AI-generated code fails security tests. But seeing it in the wild is different than reading a report. One app had Supabase service keys exposed in the frontend bundle. Another stored passwords in plain text because the founder asked for "a login form" and the AI gave them exactly that, minus any actual security. I found apps with no input validation, no rate limiting, auth flows ... ... 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

... were lucky to land in the Top 10 on Product Hunt totally unexpected and honestly motivating. Even better was the feedback. One of the most requested features was real-time alerts , especially Slack notifications when something sensitive is exposed. We ve already started building Slack alerts so teams can catch accidental Supabase exposure

... Recently, we launched Deposure a tool that lets you expose your local service to the internet with a single command. It s designed to make quick testing simple, without DevOps setup or unnecessary configuration. Deposure is especially useful for working with APIs, webhooks, dashboards, and IoT projects. You get a stable public URL that doesn t change on reconnects, which makes local development and integration testing much more predictable. Over the past months, we focused heavily on performance and reliability ... ... Europe, Asia, and Australia to reduce latency and improve connection stability. The CLI client has also been reworked to be lighter and more resilient under real-world conditions. Our goal with Deposure is to provide a clean, developer-first alternative

... created Vested Trade, the newest tool to help everyday investors make better investments. We help provide information for tax loss harvesting, expose how much money you are losing to fees you may not be aware about, and keep you up-to-date on your investments.  We are working everyday to improve it. We have alternative

... stories. So each platform has a different belief system, each one with a large group of fans backing them up: LangChain says: break the world into tools and chains. LlamaIndex says: structure the context from your data. Toolhouse says: expose agentic calls cleanly, then get out of the way. AutoGen says: prompt engineers should be prompt diplomats. So... ? We re still early. Because everyone wants a piece of the pie. Look how many ... ... www.producthunt.com/search?q=MCP No one trusts the abstractions they didn t write themselves. Every framework is a political stance, a philosophy on how to do the "NEW THING" right: Where does context ends and reasoning begins? How much to expose

... wondering does all software companies allow their employees to use AI code editors like Cursor, Windsurf, VS Code + Copilot, Webstorm AI? Myself currently I am on the fence for using AI Editors at Work, I only use Cursor for my own project Because I think it could potentially expose

... leverage these external tools as part of its plan imagine extracting data with rtrvr.ai and then sending it to an external analysis tool via MCP, all in one flow! User Tools Still Shine: For APIs or services without an exposed MCP server, our robust "User Tools" feature remains, allowing you to generate and execute custom JavaScript code within a secure sandbox inside the Chrome Extension. Check out demo: https://youtu.be/L_3JiOYI-kI Introducing the Planning Agent: Your Prompt is the Command ... ... Next Minor Release): We'll be adding support for OAuth MCP Server integration and launching the OAuth authentication flow directly from the Extension. rtrvr.ai as an MCP Server (End of Month Target): Imagine the possibilities! We're planning to expose

... production (ideally happily). Walking that backwards, you'd also want to keep track of the number of installations, and the rough number of people trying you out (from the number of downloads or docker hub pulls). Github exposes some of these metrics, Dockerhub another set, and you'll probably want to host releases on your own servers so you get accurate counts there as well. If you're an application, then some kind of (opt-in) FE client tracking ... ... Comment from Sameer Al-Sakran(@sameer_alsakran): @aojedal  Database (or data warehouse) load isn't a magical thing we're going to solve in Metabase itself. At some point, you need to figure out what data sets to expose