... input. So I made one where you just say what happened: a five-second voice note gets transcribed by Whisper, parsed by Claude into a structured entry (category, calories, macros, tags), and the dashboard shows calories consumed vs. burned in real time. Exercise calories are calculated server-side from your body weight and MET formulas, not AI guesswork. Once I had the voice-to-data pipeline working I started logging everything spending, mood, sleep, weight, even golf scores ...

... months ago, we ran an experiment with our own data. At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard. I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize ... ... Give me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... Maybe more. Here's the painful truth: Your site is translated. Your AI visibility isn't. When a German user asks ChatGPT in German about your category, you're invisible. When a French prospect searches Perplexity in French, your competitor shows up. Translation AI visibility. And it's costing you. The Data We tracked 200 SaaS companies with multilingual sites at Rankfender. Market % Visible in Local AI Answers US (English) 64% UK (English) 58% Germany (German) 22% France (French ... ... Founder: B2B SaaS, 8M ARR "We spent 40k translating our site into German and French. Beautiful work. Native speakers. Perfect messaging. Six months later, we checked German AI answers about our category. We weren't there. Not once. Our competitor

... Version 1.8.0 January 11, 2026 Added support for user-provided error classes in custom mappers (Zod, Joi). Added the ability to enable only selected mappers via configuration, reducing unnecessary checks. Added rate limiting for the logger. Fixed incorrect logic in the express-validator mapper. Expanded supported Prisma errors: P2005, P2006, P2007, P2011, P2027. Improved validation logic for mongoose and sequelize mappers. What does this mean? Starting from version 1.8.0 and above, you can choose which mappers are enabled, so unused ... ... pass library error classes through setConfig for stricter verification. By default, the ds-express-errors library uses duck typing to remain dependency-free. Allowing custom error classes keeps this advantage while enabling more precise checks. Previously, built-in loggers

... your own machine. So with v2.8.1 , we've made two massive changes: 1. NPM Package (Zero-Install) You can now spin up a full debugging instance instantly in your terminal. No accounts, no downloads, just Node.js: npx webhook-debugger-logger 2. Official Self-Hosting Support Run the exact same enterprise engine on your own VPS, Docker container, or internal cloud. 100% Data Privacy : Logs are stored locally on your disk. No Limits : Configure your own retention and payload sizes ... ... internal network scanning (reqs to localhost/10.x blocked). Deep Replay Search : Find that one failed event from 3 days ago in a stack of 100k requests without crashing memory. Why use this over RequestBin? Because this isn't just a logger

... company: Logs scattered across tools Observability bills creeping into this can t be right territory Zero governance on what people log (PII everywhere, no standards, no consistency) So I m building CerbiSuite Unified Logging Governance: CerbiStream a lightweight structured logger with governance baked in CerbiShield a governance dashboard to define logging rules, enforce them, and prove compliance Future phases: routing + ML-driven anomaly/scoring on top of the metadata Site s here if you re curious: https://www.cerbi.io Right ... ... Prepping a Product Hunt launch for CerbiSuite Unified Logging Governance Talking to engineers, SREs, and founders about how they actually handle logging, compliance, and oh no, legal wants an audit moments Trying to validate what s genuinely useful vs

... Just launched GymCade on Product Hunt! A retro-arcade twist on fitness logging because tracking workouts should be fun, not ...