... Explain with a game.... Create digital training now for immediate results Setup for free, update for free Everything you need to make training fun 1. CRM tool Create a registration-based training program with no tech experience 2. Multimedia content Self-service platform allows for anyone to curate a linear flow of training content -- video, images, text, quizzes, certificate 3. Points-based

... redeploy. This is the recommended flow since most OAuth apps require a known redirect URI before you can obtain credentials. Deploying Flixty step by step Step 1 Choose your cloud provider Flixty is deployed as a source-based deployment NEXUS AI clones the repo, installs dependencies, and runs node server.js on your chosen provider. GCP Cloud Run is recommended for production: it handles auto-scaling and provides a stable HTTPS URL you can use for OAuth redirect URIs. Provider Notes ... ... Copy your sessionSecret immediately it's returned once. Losing it means active user sessions will be invalidated on the next redeploy. Store it in NEXUS AI Secrets or your secrets manager. Step 4 Get the public URL and set BASE

... Desktop app is completely free and open source. I wanted to actually prove that fine-tuning works. So I ran proper benchmarks. The Benchmark I tested fine-tuned Qwen3 models (4B to 32B) against frontier models(Claude, ChatGPT) and base Qwen3 on general tasks, 250 prompts total. All finetuned models were trained with 500 examples, 3 epochs, LoRA rank 16. I used Perplexity to create prompts and judge independently. The observations below are based

... months, we were building features based on what users said they wanted. Feature requests. Sales calls. "It would be great if you added X." We built X. Nobody used it. So we stopped trusting what people said and started tracking what they actually did. The dataset We pulled 12 months of usage data from Rankfender. 1,247 active users. 27 distinct features across 8 modules. We looked at three metrics for each feature: Adoption rate % of users who tried ... ... every day? We tracked the top 10% of accounts by engagement. Their most-used feature was the Workflow Engine. Not because they requested it. Because it saved them time. They built automation for content publishing, citation alerts, and competitor

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... 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

... VeilChain is a Zig-based blockchain node. Today it already includes a functional Proof-of-Work loop (Blake3-backed header hashing), an ASERT-like difficulty retargeting hook, chain append/validation checks, and a local multi-node testnet runner you can launch from the CLI (status, mine, testnet). It also ships early ledger primitives (note commitment, nullifier derivation + nullifier set, and a commitment tree) as foundations for the later shielded transaction + proof system work. What s implemented right now: Consensus foundation (prototype ... ... primitives (foundation): note commitments, nullifier derivation/set, simple commitment tree root Why this matters: If you re building toward post-quantum and shielded-chain designs, you need an execution layer that s deterministic and testable. VeilChain provides a real, runnable base

... spaced repetition apps are designed by power users for power users. They've lost sight of the actual goal: remembering things. MemoRep is different. It was built on one insight: simplicity beats complexity every time. The Problem: Feature Creep vs. Memory Retention Take a step back. Why do you want to use spaced repetition? To remember languages To retain programming concepts To master music theory To ace exams To keep professional skills sharp What's common to all these goals ... ... takes longer, you're overthinking it. Most people overengineer flashcards. They try to create perfect, comprehensive, reference-quality cards for everything. They spend 10 minutes crafting one card and never finish the deck. The 30-second rule is based

... That compress the KV cache (the biggest memory bottleneck during AI inference) by up to 6x with mathematically proven quality preservation. In plain terms: your AI models now use a fraction of the memory without getting dumber. Before vs After On a 16 GB machine: - Before : Llama 3.2 1B + Whisper Base

... time-dependent. Hauz Khas Village scores 4.5/5 during daytime (cafes, solo women everywhere), then drops to 2.5/5 after 9 PM (club-heavy, different vibe entirely). Same exact spot. I built Zenera to organize this data: time-based safety scores (1-5 scale), bystander intervention culture (will locals actually help if you're uncomfortable), solo-specific incident patterns, community-verified spots, peak solo hours. Current coverage: Delhi and Bangalore neighborhoods. Planning to expand to more cities based

... already have, without requiring extra hardware to get started. That convenience matters more than we expected. Several comments also pushed on an important challenge: accuracy and calibration. They were right to do so. If you are using phone-based measurement, the system has to adapt to the individual, establish a baseline

... paid tier. Out of curiosity do you usually prefer a free tier, or a short trial that unlocks the full product? Comment from Takahito Yoneda(@y_taka): Your general versus tailored approach translates perfectly to how I think about SaaS pricing, where it usually comes down to core utility versus

... building SubscriptionFlow IQ , a chat widget designed to help SaaS teams understand and manage subscription data faster. But we want to learn from the community If you run a subscription-based product, what capabilities would make a chat widget genuinely valuable for you? For example: Real-time answers about MRR, churn, or revenue trends Instant customer subscription lookup inside chat Automated responses to billing questions Upgrade / downgrade recommendations based

... Rankfender , we've identified clear patterns. Certain content types get cited 3x more often than others. Here are the 7 content types that win AI citations with real examples you can steal. First, the data: Content Type Citation Rate (vs. average) Best For Comparison pages 3.2x higher "X vs

... Product Hunt! I'm a planner, not a developer. No coding background. But I shipped a real turn-based RPG on Google Play using only AI (Gemini for planning, Antigravity for coding). About Chrono Rift: The world's time is connected as one. When the timer hits zero, all life ends. You play as a Time Seeker diving into dungeons every day to harvest time fragments and keep your family alive. What I built entirely through prompting: Turn-based

... Minute Audit Step 1: Keyword Selection (5 minutes) Choose 20 keywords to audit: 10 branded keywords: Your company name Your product names Your founder/CEO name Your flagship features 10 non-branded keywords: "[Your category] best tools" "[Your category] alternatives" "How to [solve problem you solve]" "[Your category] vs

... code with your phone and it becomes a wireless camera. That's it. Here's what it does: Multi-camera (up to 16 sources) webcam, phone (QR scan), or remote guests via link AI Director automatically switches between cameras based on who's speaking and looking at the camera. Smooth cuts, no manual switching AI-generated banners describe what you need and it creates overlays instantly. No Photoshop Simultaneous multistreaming YouTube, Twitch, Facebook, Instagram, TikTok with one button Pro audio ... ... mixer individual source control, voice effects (deep, robotic, radio), 8-pad soundboard, background music Built-in recording + text-based

... been using Obsidian for years and love the second brain concept. But I personally struggled with two things: - Local-first structure - Paid sync for cross-device access So I built something for myself fully browser-based and accessible from anywhere. That s how **Tracen** was born. What is Tracen? Tracen is a web-based

... everyone, I ve been making coding tutorials and demo videos, and most tools I tried (like Focusee) were great but a bit expensive for what I needed. So I started building a small browser-based editor called RookieClip . The idea is to make editing simple screen recordings easier especially for dev tutorials and product demos. Right now it supports: timeline-based

... Database: Firestore for user data, Redis for caching and rate limiting - Frontend: React + Vite + Tailwind CSS - Auth/billing: Firebase Auth + Stripe - Infra: Cloud Build for CI/CD, GCS for file storage For permissions: Firebase Auth handles sessions. I built a credit-based system where each API call costs credits based

... changes, not just pricing tweaks. It s something I m starting to seriously think about for my own product. In particular, AI usage has real COGs (every prompt costs money), and I m seeing more platforms experimenting with usage-based models, or hybrids like SaaS base

... faced with more choices than ever. The core question is no longer just "Should I use technology for safety?" but "What kind of technology is right for my family?" The modern toolkit primarily offers two paths: the versatile, app-based tracker on a smartphone, or the focused, dedicated GPS device. Let s break down the pros, cons, and ideal use cases for each to help you build your 2026 safety strategy. The App-Based

... everyone, I m currently building an early-stage AI voice-based coaching app called Thimin . It s very much a work in progress, and at this stage we re not selling anything, we re purely focused on learning. The idea is simple: give people a non-judgmental AI thinking partner they can talk to freely about their goals, challenges, and decisions. Over time, those conversations are meant to turn into personalized insights and structured growth plans , based

... Built AHD was designed as a two-sided service marketplace with a third, often overlooked layer: admin control . Platform Structure A user app for individuals and families seeking care A provider app for verified allied health professionals A web-based admin panel for compliance, oversight, and rule enforcement From a product perspective, this mattered more than any single feature. Every workflow crossed at least two roles, and often all three. The Real Goal: Reduce Risk Without Slowing People Down ... ... stated goal was not growth or engagement. It was reliability . The platform needed to: Support home-based

... today we re rolling out configurable proxies for API-based execution in BrowserBook . One of the most common reasons browser automations fail in production is bot detection. Captchas, IP reputation issues, geo restrictions, and rate limits can derail even solid Playwright workflows once you start running them at scale. This update gives you explicit control over how your automations run in production. What s new: Configurable proxy support : you now have three proxy type options depending on your needs: Datacenter ... ... speed and detectability, with more trust than pure datacenter IPs. Residential proxies: Traffic routed through real residential IP addresses. Least detectable option, useful for sites with stricter bot detection or geo-sensitive flows. The goal is simple: make API-based