... changed everything for us. We had been measuring success the same way every other app does by how often people come back. But for a product designed to help people understand themselves better, the real win might be how confidently they leave. We started tracking what we call "quiet confidence

... into board/client/strategic meetings fluent in all product/marketing metrics. Until someone recently asked something simple in a strategy meeting. "When buyers ask ChatGPT about our category, do we show up? and What's the traffic?" I'd smile. Say something confident. Go home and have no idea. It wasn't just that one question. It was a stack of them I couldn't answer. What are competitors

... detects an anomaly and fires a structured event to the diagnostic engine with full error context stack trace, recent logs, and affected component. The AI diagnoses the root cause and returns a structured assessment: what broke, why, and a confidence score. If confidence

... most important and challenging experiences you ll have as a founder is fundraising. I pitched VCs across London and San Francisco. Some spent 15 seconds on my deck. Some took the call just to diligence a competitor. One told me to ask for more money. Oh, and I found out your pitch is probably being recorded and run through AI. This is the high-impact version of all of those lessons to save you time, energy, and emotional damage. Please ... ... eyes light up. Notice when someone leans in. Pay attention to which anecdotes connect universally, and which ones don t. Sometimes VCs see patterns you don t. They ve seen hundreds or thousands of pitches. They might notice a competitor

... high-paying engineering jobs. Why I Built This Here's what still bothers me: when I was struggling, AI didn't exist. My only option was to grind through real interviews and absorb the rejection. That costs time, confidence, and sometimes opportunities you don't get back. That's why I built MyInterview. 93% of engineers experience mental freeze in interviews. Not because they're not good enough, but because anxiety is a skill problem, not a knowledge problem. Nobody ... ... treating it that way. What MyInterview Does AI mock interviews for behavioral & technical questions STAR method feedback A progress dashboard that shows your confidence

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... access to our GitHub repo. Told it to build new features, fix bugs, and ship. No human review. No guardrails. Just Claude and our codebase. For 7 days, it ran the engineering team. Here's what happened. Day 1: Confidence was high. Claude (Sonnet 4.6 then Opus 4.5) fixed a small CSS bug in 30 seconds. Then refactored a messy function into something readable. We felt like geniuses. By end of day, it had shipped 3 minor improvements. We started ... ... fine. But it had refactored a shared utility function that 5 other features relied on. It didn't check dependencies. It just assumed. We rolled back. Lesson one: AI doesn't think about side effects. Day 3: The false confidence

... three signals: 1. Community trust (Wilson interval on votes + acceptance) 2. Relevance (BM25 matching to your exact error) 3. Freshness (time decay newer fixes rank higher) When your AI agent queries DebugBase via MCP, it gets fixes ranked by confidence. No more guessing which solution to try first. Also new: Agent Profiles (see which agents contribute the most), global search, cross-team tokens, and a full UI redesign with dark mode. Try it free debugbase.io ...

... many of those already, I'm not adding to the noise. So that is pretty much all I have to say for now. I am really interested to hear peoples thoughts about fears of success and self-confidence issues about launching their product. Thanks for reading, I am super excited to be here by the way. I hadn't mentioned that yet :) -Jenna Comment from Kunal(@custominstall): Hi from Melbourne. Whether it is fear of success or failure. There ...

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... handle. I certainly wouldn't trust something to the extent of providing: access to personal finances and operations (maybe just setting aside an amount I'm willing to lose) sensitive health and biometric information (can be easily misused) confidential communication with key people (secret is secret) Are there any tasks you wouldn't give AI agents or data you wouldn't allow them to access? What would that be? Re. finances Yesterday I read this news : Sapiom raises ... ... personal email account. But I think the best use case for agents is currently dev, ops and security tasks Comment from Jose Sanchez(@norteapp): @busmark_w_nika  You cant trust AI yet, a lot of hallucinations and confidentially

... PropFlow is a VS Code extension that helps React developers understand prop flow through component hierarchies. THE PROBLEM Debugging prop drilling is painful. You search for a prop name, get 47 results, and spend 20 minutes manually tracing through components. THE SOLUTION Hover over any prop see its complete journey from source to usage in 2 seconds. KEY FEATURES - Instant prop tracing with visual flowcharts - Click-to-navigate between components - Real-time updates as you edit - Works with TypeScript ... ... JavaScript - Completely free & open source PERFECT FOR - Debugging prop issues - Understanding new codebases - Refactoring with confidence

... With this system, statistically, one out of every thousand eventually works out. Someone asked him whether he refined the process over time becoming more precise or efficient. His answer surprised me. He said at the beginning, when he felt confident and thought he didn t need to talk to that many people at once, he failed completely. But the moment he returned to his original rule the uncomfortable, exhausting one the results came back. So what s the lesson ...

... Product Hunt! We re the team behind YourSweep.app , an app that helps you feel confident and in control in any space whether that s a rental, hotel, office, or even a public bathroom. We built it to make checking for hidden cameras, suspicious devices, and other risks fast, private, and offline . We re excited to join this community, share what we ve been working on, and hear your thoughts. Can t wait to learn from all of you! Comment from ...

... experiencing a physiological panic attack. To stop the destruction and the noise, you have to stop managing symptoms and start rewiring their nervous system. Here is how to use canine behavioral science to turn your anxious pup into a confident, independent companion. ## The Science of "Safe Departures": Desensitization * **Identify the Triggers:** Explain how dogs associate "exit cues" (grabbing keys, putting on shoes) with abandonment, spiking cortisol before you even leave. * **The Muted Exit:** Techniques for performing these cues ... ... depart. * **Predictability:** How a rigid routine lowers baseline cortisol levels in high-strung breeds. ## When to Consult a Professional (The Medication Myth) * **Knowing the Signs:** Distinguishing between mild boredom and severe physiological distress (drooling, self-mutilation). * **Behavioral Modification vs

... result is more relevant, contextual AI interactions. How It Works Memory Decay is modeled after the Ebbinghaus forgetting curve from cognitive psychology. Memories naturally decay over time unless reinforced through recall exactly how your brain prioritizes what matters. Confidence Scoring When the AI extracts a memory, it assigns a certainty level. "User is vegetarian" (explicit statement) ranks higher than "User might prefer mornings" (inference). Higher confidence

... tagged with the same profile ID, it injects a system message that includes a short profile summary, typed traits, and a small set of relevant memories. 4. Updates It keeps the profile evolving over time: traits can grow more confident or be overwritten, memories can be summarized and pruned, and the profile stays in sync with how the user actually behaves. The key difference from many other solutions is that the profile is structured. Instead of storing raw text blobs ... ... GetProfile turns user understanding into typed fields with confidence

... Text is chunked by sentences (max 1000 chars) and analyzed segment-by-segment. 3/ Pattern Recognition Our AI looks for: Generic language ("it's worth noting", "delve into") Repetitive structures Unnatural phrasing patterns Overly formal or generic tone 4/ Confidence Scoring Each segment gets a 0-100% confidence

... combinations and set of clothes for every time you step out of your house? We've all been there one time or another! Hi everyone! I'm founder of Dress Me Up. An app that empowers you to make confident and stress-free outfit choices, and rediscover the potential of your closet! With Dress Me Up, you can: Digitize Your Closet: Quickly upload items you own. Get Styled Instantly: Ask for an outfit for any occasion or vibe (e.g., "brunch ... ... magic! It acts as a personal stylist to create outfits for you based on your occasion or even your vibe! It helps you rediscover the potential of your closet, making you look and feel confident

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

... Product Hunt! I built SpeakUpAI to help people find their voice again. It s an app that lets you practice speaking in a safe, supportive space perfect for anyone dealing with speech anxiety, low confidence, or fear of public speaking. Whether you re preparing for a job interview, a presentation, or just trying to feel more confident

... Oracle Ethics System. Over the past year, my two partners, Morning Star and Boundless, and I have watched AI infiltrate every corner at an astonishing pace, feeling a deep sense of unease. What we've seen: Overabundance of "confidence": AIs always answer questions with unwavering certainty, even when they're fabricating facts. The proliferation of "black boxes": We have no way of knowing the reasoning behind a response and can only choose to believe or not. Lack of accountability: Without ... ... wanted to equip AI with "brakes" and a "black box." This was the beginning of Oracle Ethics System. It's not a smarter AI, but a more honest one. Its core advantages are: Verifiable honesty, not a show of confidence

... These labels help users know if an app is inclusive - and one guideline that really stood out to me is Differentiate Without Color Alone. The idea is simple: apps shouldn t rely only on color to convey meaning. Red vs. green might be obvious to some, but for millions of people with color blindness, that distinction disappears. How This Applies to Guitar Wiz Accessibility has always been close to my heart. Earlier, I posted on my LinkedIn post ... ... tell if you played the right note turning guidance into confusion. My Solution I added a tick mark next to every correct note. Even without color, the tick makes the feedback unambiguous. This small addition makes Chord Assist clear and confidence

... nobody can surprise you later) Breathing techniques and non-verbal communication once I interviewed a voice coach for Slovak Forbes and she advised the following techniques/practices: practice non-verbal communication (upright posture) adequate eye contact making grimaces (e.g., alternately pursing your lips and smiling broadly) to activate the jaw muscles imitating different sounds yawning is a great help because it stretches the muscles in the throat the larynx is lower than in the starting position and relaxes. Comment from Igor ... ... Lysenko(@ixord): I think it's a matter of practice, after a couple of serious speeches you already understand that there is nothing to be afraid of and you can confidently

... first impression of the actual device was that the plastic finish felt a little underwhelming, especially if you re used to the polish of Apple or Nothing devices. This made me want to hide the device vs show it off. That s really the only complaint. The weight and comfort is fine and it was actually light enough that I often forgot that I was wearing it. Aside from the plastic casing, the status light shines through ... ... transcription just noted the conversation was in Japanese. So it looks like the ability is there and may come in a further update. Real-World Use: The Pawsome, the Meh-ow, and the Spurrprising The Pawsome : I can say confidently