Ferry is a board where travelers post trips they're already taking, and people post what they want from duty-free (for now!) perfume, electronics, coffee! Match, message, meet. No markup, no middleman, just someone already flying bringing it back.

Did 2 real-life handovers in the first week of launch, in Bangalore.

• My husband went to Sri Lanka for a trip, and a girl at my gym wanted Dilmah ice-tea, so they connected

• Wanted a Yyes Saint Laurent eyeliner (costs $30 USD in India, vs $15 from duty free from Kuala Lumpur) - a friend got it back!

Genuine question for founders and marketers in here.

You write your copy, your ads, your VSL. Maybe you used AI to help. Maybe you wrote it yourself.

But before you hit publish, how do you know it's compliant?

I m building Klozra, an open-source memory layer for AI builders.

AI tools are powerful, but they forget what you re building. ChatGPT, Claude, Cursor, Gemini, and local models all help in different ways, but your project context gets scattered across sessions and tools.

Tired of uploading datasets to someone else's GPU? FrugalSloth trains small neural nets directly in your browser using WebGL/WebAssembly. Fully private weights never leave your machine. Export to ONNX when you're done. One-click demo included, zero install required.

There are so many out there.

We often use ChatGPT or Claude for writing, Perplexity for web search, Flux and Recraft for visuals, and Kling or Luma for videos.

Hello everyone
I'm a software engineer currently switching jobs, and the prep process has been frustrating. Editing my resume in one tool, asking ChatGPT for suggestions in another tab, never really knowing if my resume was landing the right signals for the roles I was targeting, and practicing answers only in my head with no idea whether they were actually comprehensive enough.
So I built a job prep workspace that puts resume editing, AI diagnosis, and mock interviews in one place.
Here's what's inside:
1. Resume editor
With Markdown support, live preview, and multiple resume management. You can import existing PDFs and it converts them to editable format.
2. AI resume diagnosis
It goes beyond generic advice. Upload your resume, specify your target role, company type, and experience level, and it gives you a match score, keyword coverage analysis, module-by-module rewrite suggestions, and dimension scoring across technical depth, project impact, fundamentals, presentation, and differentiators.
3. AI mock interviews
It actually use your resume to generate follow-up questions. It adapts based on your target role, interview round (first round basics vs. final round system design), and interview style. Supports voice input with real-time transcription so you can practice speaking, not just typing.
After each mock interview with detailed feedback on what you did well and where to improve.
The whole thing is free to use right now. I built it because I needed it myself the gap between "I updated my resume" and "I'm actually ready to interview" felt way too wide, and the existing tools either cost a fortune or only solved one piece of the puzzle.

It's at https://www.offer-ready.top if you want to take a look. Would love feedback from this community especially on what feels missing or what would make you actually use this during a job search.

Hey everyone

We re building Tingu an early-stage app focused on making Indian regional language learning simpler, practical, and fun.

Solo founder launch tomorrow MCPSpend is the cost-attribution layer for AI agent tooling. If you
use Cursor, Claude Desktop, Windsurf, or VS Code with MCP servers
(filesystem, GitHub, Playwright, Figma-remote, anything), MCPSpend
tracks every tool call: cost, latency, tokens, success/fail. Install is one command, auto-detects every MCP client on your machine: npx --yes @mcpspend/proxy@latest init --key mcps_live_xxx Free tier: 25k calls/month, no credit card Pro: $29/mo (or $290/yr 2 months free) Open source proxy on npm, IDE extension on Open VSX, MCP server on Smithery Why I built it: my Cursor + Claude bill ran 7x in three months and the
Anthropic console showed me a number but no breakdown. So I built the
observability layer I wished existed. What's already live: @mcpspend/proxy on npm (v0.5.0) @mcpspend/mcp-server (query your usage from inside the chat) mcpspend-vscode on Open VSX (Cursor + Windsurf compatible) Stripe billing, monthly/yearly, cancel anytime Dashboard at mcpspend.com Launching tomorrow at 12:01 PT. Would mean a lot if you set a
notification on the listing. Roast me hard in the comments solo
founder, any feedback helps. Link: https://www.producthunt.com/prod...

Hey Product Hunt community! My name is Sameer, and I m a college fresher sitting in my dorm room with a massive vision but literally zero dollars in my bank account. Living on campus, I constantly see our favorite local cafes completely drowning during the morning and lunch rush. They miss phone calls, waitstaff get overwhelmed, and customers get ignored. Even worse, when these shops try to send us text-based WhatsApp updates to get us to come back, almost all of us just mute them unseen.

I wanted to give these local spots a superpower, so I dreamed up RestoAI an all-in-one autonomous dining concierge and creative CRM!

Here is the exact vision of how it works: Instead of a boring paper menu, we install low-cost tablets at every table where an AI handles everything. Customers don't just scroll; they can actually talk to a "Craving Decoder" and say something like "Give me something warm, spicy, and low-carb for a rainy day," and the AI instantly pairs the perfect dish! It completely obliterates the language barrier for international tourists using a "Fluid Language Matrix" that instantly translates their native tongue straight into the kitchen staff's language. To make it the ultimate family spot, it even generates custom, interactive digital storybooks on the screen to keep restless kids entertained while they wait for their food! and like if u have a tourist it rather than a language arrier which is most a big problem can solve that they simply have to select their language and it convo with them in their own language and whats the c CATCH HERE . IF U CAN RELATE MOSTLY SOME FOREINGER are usually come to a hotel or somewhere to try something special and unique related to that region or country so this ai can suggest and talk with them in their language and can stop that barrier . and APART FROM JUST BEING A FORMAL TOOL it can also answer someother things like if a normal tourist ask about like while sitting i also want to know about the route or something local area how to get there . this tool can also help with that to them ........ and connect with them when they go home and like not only telling people or update them with offer giving free dish receipe like a foreigner went home . and want to try out something unique the same dish this ai can simply interact and give them receipe and steps how to make their fav dish ....... and tell them when u come back with your family let us know and all this thingssss .....

For the marketing side, we are completely killing boring text spam. RestoAI tracks customer patterns and generates actual interactive experiences. For example, on Valentine's Day, it auto-generates a cute, personalized presentation link celebrating a couple's relationship history that a customer can send to their partner, with a premium restaurant booking voucher beautifully embedded on the final slide! Plus, if a cafe has a super slow Tuesday afternoon or over-ordered an ingredient, the AI automatically designs and launches local social media ads to pull hungry people nearby straight through the door.

Hey everyone

I m Umberto, founder of lavorai.it

I built this because I experienced firsthand how frustrating job searching can be.

I spent months unemployed.