I'm Arun, an independent consultant and the builder behind Verity.
I built this because I kept seeing the same problem across every B2B clients I worked with: great businesses with excellent content on their websites and within documents. Even a fancy search feature couldn't help users find a lot of the information.
The Next Generation of Travel Starts With Stablecoins and Better Payments. Coming Soon to Google Play & the App Store.
Your next trip might not start at the airport. It might start with a stablecoin.
Every year, millions of travelers lose money to foreign exchange markups, international transaction fees, and unnecessary payment friction. Booking flights, reserving hotels, managing multiple currencies, and tracking travel expenses is still more complicated than it should be.
For the past few months we've been building the XWiki MCP Server, an extension that integrates the Model Context Protocol (MCP) in XWiki. This allows AI agents, chatbots, and other apps to interact with your XWiki knowledge base.
This extension addresses an issue I've seen requested a loooot recently -- making the knowledge you store in XWiki accessible to AI, without having to do manual exports or hacky API work. If you've ever wanted to search through, edit, or create XWiki pages directly from an AI agent (such as MS Copilot, ChatGPT, Claude, or any other AI tool that speaks MCP), this is for you!!
Core functionality available soon - the XWiki MCP server exposes content through MCP. You can query, read and write wiki pages with your AI agent of choice.
After launching CSV Cleanroom, I learned that some people do not want another tool they want one recurring export fixed and documented.
I am testing a small, privacy-first service: send the headers and 5 10 anonymized rows from one CSV structure, plus the problem you want eliminated. I will return a cleaned example, exact header mappings, validation and deduplication rules, and a short quality report. One revision is included.
The scope is deliberately narrow: one structure, up to 30 columns, with no confidential or identifying data. Delivery is within 3 days and the price is $19 once.
I built FreeViralKit a 100% free AI-powered YouTube SEO tool for creators who are tired of guessing what titles, tags, and hashtags to use.
The problem: Most YouTube SEO tools are expensive or have limited free plans. Small creators get left behind.
What FreeViralKit does: Generates 10 viral, SEO-optimized titles instantly Creates 20 25 SEO tags under 500 characters Writes keyword-rich video descriptions # Finds trending hashtags for any niche Works for both long-form videos & YouTube Shorts
Sovereign Voice is a Mac app that runs AI text-to-speech entirely on your machine. No cloud, no API keys, no per-character billing. The Qwen3-TTS model runs via MLX on your Apple Silicon GPU.
Most analytics products are designed to always return a number. For AI-search visibility, I think a trustworthy product needs the opposite safeguard: the ability to withhold a score when the underlying evidence is not decision-grade.
At Corank, I am testing five publication gates:
1. Traceability every chart point must lead back to the exact prompt, raw model answer, citations, timestamp, collection status, and methodology version.
2. Denominator integrity failed and excluded runs must remain visible. A timeout cannot silently become brand absent, and an ineligible observation cannot quietly disappear.
I ve been building a fitness app called AirJump, and I recently added some interesting updates I d love feedback on.
The core idea is:
AirJump uses your AirPods to count your jump rope reps in real time It shows everything live on your iPhone It also includes structured workout plans to help you stay consistent
