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I got tired of manually scraping platforms for automation gigs. It was taking me 20 hours a week just to find a couple of decent leads.
So I built a custom n8n + Claude architecture to do it for me. I call it Vedetta.
Instead of relying on basic keyword filters, I set up a Node.js backend that feeds raw data directly into a custom scoring model. Claude actually reads the job description and assigns an intent score from 1-10 (filtering out the low-budget clients right away).
If a lead scores above a 7, n8n automatically drafts a tailored cold message and pings my Telegram. I get a notification on my phone. If the draft is solid, I hit approve and it gets sent.
Zero hours spent sourcing. I only spend time talking to pre-qualified leads now.
I just uploaded the full breakdown and dashboard UI in my portfolio here on Contra. If anyone's struggling with manual lead gen and wants to see how the n8n logic works under the hood, let me know in the comments.
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This premium cafe didn't even have a website. But after sitting down with the founders, I realised a simple landing page wouldn't cut it. They were running multiple locations entirely in the dark... bleeding time and revenue to manual spreadsheets and chaotic WhatsApp groups.
Using Base44, I built exactly what they asked for: a fully autonomous Enterprise Resource Planning (ERP) platform that handles everything from customer interactions to executive analytics.
⚙️ Founder Requests & The Features I Built:
"We need a premium digital presence"
1. Customer-Facing Web App: A dark, glassmorphic UI matching their high-end artisanal brand.
2. AI Coffee Sommelier: A customer-facing LLM that curates personalized bean and drink recommendations based on taste profiles.
"Stop the manual inventory chaos"
1. Custom Barista POS Terminal: A sleek, fully functional point-of-sale interface.
2. Live Recipe Engine: Automatically calculates exact ingredient milligrams per drink and helps with new employees onboarding.
3. Autonomous Supply Chain: Live-deducts POS orders directly from the Supabase inventory.
4. Zero-Click Procurement: Autonomously emails the owner when any stock drops below 20%.
"Reduce our equipment downtime"
1. AI Maintenance Troubleshooter: An internal LLM that walks baristas through fixing broken hardware on the spot.
2. Real-Time Escalation Sync: Unresolved machine issues are instantly pushed to the Owner’s Dashboard.
"Give us actionable business insights"
1. Owner Command Center: A live executive dashboard with robust data visualization, revenue graphs, and order tracking.
2. Executive AI Auto-Manager: An LLM that constantly cross-references live sales data with maintenance logs to uncover hidden operational insights (e.g., correlating a revenue drop to a specific grinder failure).
The Result: Coffee Jar went from zero digital footprint to operating with the sophistication of a global franchise.
(Note: The full "Before and After" transformation is showcased at the very end of the video walkthrough!)
Website link- https://coffeejar.base44.app/
Great work Garv!
What if getting a tattoo felt more like collaborating on a design project than sending messages back and forth on WhatsApp?
That's exactly what I built.
For the @Base44 Glow Up Challenge, I chose a real tattoo studio in Toronto that creates incredible artwork—but whose digital experience didn't match the quality of their craft.
So I rebuilt everything.
🎨 A complete visual redesign
🤖 AI-powered tattoo ideation
💬 Built-in collaboration between artist and client
📅 Integrated scheduling and booking
✨ One platform from first idea to final appointment
I like to describe it as "Figma for tattoo studios."
Instead of scattered conversations across multiple apps, every design, revision, approval, and booking happens in one workspace.
🎥 Watch the demo & walkthrough (Loom): https://www.loom.com/share/cd4e29841e3e4b628ee661c3ae616344
Nice 🔥
For the #Base44GiveItAGlowChallenge, I gave BRKFST & CO.’s original website a complete glow-up using Base44.
The previous Wix site introduced the café, its menu, story, location, and contact details, but it mainly worked as an informational website.
For the new version, I kept BRKFST & CO.’s warm and welcoming personality while transforming the site into a more modern, responsive, and interactive café experience.
What gave it a glow-up?
I redesigned the website using a warm cream, coffee-brown, and golden-yellow visual style, with cleaner layouts, responsive pages, subtle animations, improved menu categories, customer reviews, and a dedicated Visit Us page.
I also added an animated featured-food carousel. Customers can click the food currently displayed and be taken directly to that exact product on the Menu page, where they can choose available options and add it to their cart.
Automations and features I added:
🛒 Dynamic Cart and Checkout
Items added from the Menu automatically appear on the Orders page, where customers can adjust quantities and choose between pickup or delivery.
📦 Automated Order Management
After checkout, the order is automatically saved and displayed in a private Admin Dashboard, where the café team can review order details and update order and payment statuses.
📧 Automatic New-Order Notification
The café admin automatically receives an email notification whenever a new order is successfully submitted.
🤖 Ask BRKFST AI Superagent
I implemented an AI assistant that can help customers with menu questions, store hours, location, ordering, GrabFood, and table reservations.
💳 Flexible Ordering Options
Customers can choose cash or online payment and view a clear breakdown of their order total and delivery fee.
The automated workflow helps reduce the need to manually collect order details from separate messages. Orders are organized in one dashboard, while the café admin is immediately notified whenever a new order is placed.
I also reached out to the café team to verify important business information, including their updated opening hours and reservation availability, so the final app provides more accurate information to customers.
The biggest change is that the website is no longer only a place to view the café. Customers can now explore the menu, interact with featured products, place orders, ask questions, request reservations, and connect with the café all in one experience.
Before — Original Website:
https://brkfstandco.wixsite.com/brkfstandco
After — Built with Base44:
https://brkfstco.base44.app
#Base44GiveItAGlowChallenge #Base44
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