... Product Hunt! I built the Optimism Engine because I noticed a dangerous gap in how we are using AI for mental health. Right now, everyone is rushing to add "AI Chatbots" to their apps. But there is a huge risk they are ignoring: Hallucinations. Generative AI (like ChatGPT) is creative, but it makes mistakes. It can miss a suicide cue. It can give bad advice. In mental health, a "creative" mistake isn't just a bug, it's a liability ... ... like a traffic light. Before the AI can say anything , it must pass through The Gatekeeper (my Logic Layer). 1. Logic First: The Gatekeeper is built with hard-coded rules, not AI. It checks every single message for danger

... 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 idealism. Short-term vs

... team to success" without any numbers, the AI doesn't know what 'success' means. It can't optimize what isn't there. So it either: Polishes the fluff (still useless). Starts hallucinating and making up numbers (dangerous). We realized we couldn't just build a 'tailor'. We had to build a 'fixer' first. It's called Resume Critique. Before we begin optimizing your resume for a specific job, we force a deep scan. It parses your resume section-by-section ... ... screen, and give you tips on exactly how to improve them. And I don't mean generic advice like 'Add more metrics.' That is lazy. I mean specific, actionable pushes. Here is the difference between Generic Advice vs

... requested feature - delivered, finally! Ting for WhatsApp Out of alpha and now self-serve. You can talk to your calendar directly: ask what your day looks like, find free time, reschedule, or message guests - all from WhatsApp. It s dangerously convenient. Just add your phone number to get started. Ting Links Everyone now has their own Ting link! Drop it in your bio or website - when someone clicks, it opens a thread with you, Ting, and your guest. Ting takes ... ... also validates the space. You re clearly leaning into the gaps. The multiple Gmail accounts support is the big win for me (that s where most of my double books start), and WhatsApp control sounds dangerously

... officials, at the direction of Attorney General Pam Bondi, asked Apple to take down ICEBlock, a move that comes as Trump administration officials have claimed the tool, which allows users to anonymously report ICE agents presence, puts agents in danger and helps shield illegal immigrants. We reached out to Apple today demanding they remove the ICEBlock app from their App Store and Apple did so, Bondi said in a statement to Fox News Digital. ICEBlock is designed ... ... Comment from CA Rajesh Pabari(@ca_rajesh_pabari): Why such apps should be going to the appstore in the first place? Comment from Abdul Rehman(@abod_rehman): When an app is banned for political reasons, it sets a dangerous

... figure out whether you can build the best possible version of it. Launching early gives you the opportunity to either pivot or iterate quickly. Launching is learning. The second reason is that competition just isn't as dangerous as we tend to think . The quote "idea maze" metaphor is apt here. Startups aren't a race. They're a marathon in an idea maze, and you're far more likely to reach a dead end and kill your startup that ... ... than you are to be crushed by a competitor

... from it rather than just relying on it to do everything for us. One way I make sure I stay engaged is by not just accepting AI s first response. Instead, I challenge it asking follow-up questions, seeking alternative perspectives, and verifying information. This keeps my critical thinking sharp and helps me refine my decision-making. How do you personally balance AI use while ensuring you stay engaged in the learning process? Comment from Nika(@busmark_w_nika): @hussein ... ... conversation partner rather than just an answer machine can help keep our critical thinking sharp. I try to do this when working on my site if AI generates content, I question it, tweak it, and even ask for alternative