The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Little news about my JOEF. Yesterday I was taking some time to code (with the help of AI) a Bot that:
1. Gets the job posting records which "status" cell is blank from my job offers spreadsheet.
2. Gets each job posting web page content and parse it to a structured data.
3. Queries a custom llama3.2 model locally via Ollama to evaluate if the job opportunity is a match or not.
It is notable how LinkedIn sends me offers in Spanish, Polish, German, etc. All languages not even mentioned in my profile.
To filter out these ridiculous situations is one of the reasons I begun JOEF project.
The "NO", "YES" and "MAYBE" in the sheet are from this new Bot.
Playwright might not be necessary. Gemini suggested to use it, convinced that it was the only way to circumvent LinkedIn anti-bot gates.
As usual, Gemini (just as like Copilot and the others) made me waste a lot of time, because of this assumption.
The cause was much simpler than that. Somehow, when JOEF main app stores a job posting link in the sheet, the cell actual value is different from the display value (i.e. formatted value). And, in the case of LinkedIn, the actual value is for authenticated agents. The public link, suitable for non-authenticated agents, is the formatted value.
I guess that JOEF fills the cell with the actual value. The display value is then generated by Google Sheet automatically via link analysis.
... Which is an issue that will need further investigation.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
I built an automated lead generation system using Make.com that finds businesses on Google Maps and extracts their emails, completely automatically.
Here's exactly how it works:
🗺️ Connects to Google Maps API and searches any industry in any location
📊 Creates a Google Sheet automatically and populates it with business names and websites
📧 Makes HTTP requests to each website and extracts email addresses using AI
✅ Ignores errors automatically and moves to the next lead
⏰ Can be scheduled to run every 15 minutes on autopilot
I ran it live and it found 50 marketing agencies in Bangkok with their emails, automatically.
Any industry. Any location. Anywhere in the world.
As long as the business is on Google Maps, this finds them.
Check out my Linkedln to learn more: https://www.linkedin.com/in/daniel-oluwafikayomi-famuyiwa-268a2a3a6/
Video below 👇
#AIAutomation #LeadGeneration #MakeCom #NoCode #EmailMarketing #BusinessAutomation #WorkflowAutomation #SalesAutomation #AITools #DigitalMarketing
This is a nice build. Wonderful seeing automation guys here
Cartographer: Group Planning, Mapped Fairly
Cartographer is a group planning app designed to make choosing a meetup spot easier, fairer, and way less chaotic. I created it for the #configmakeathon
Instead of letting the group chat spiral with “I’m fine with anything,” “that’s too far,” or “where should we go?”, Cartographer turns the planning process into a shared map. One person creates a plan, invites their crew, and each member adds their starting location, transportation method, max travel time, budget, and preferences. From there, Cartographer helps uncover meetup spots that work best for the whole group.
Key features include:
Shared Map Links – Create a plan and invite others with a simple shareable link.
Crew Manifest – View everyone who has joined the map, including their travel method, budget, and preferences.
Transportation-Aware Planning – Cartographer considers whether someone is walking, driving, or using transit.
Fair Recommendation Scoring – Suggested spots are ranked based on how well they work for the group overall.
Preference Filters – Members can note parking needs, transit friendliness, outdoor preferences, accessibility needs, dietary notes, and hard no’s.
Crew Chat / Message Scroll – Groups can keep the planning conversation inside the map.
Save Map by Email – Users can save and return to their map later.
Treasure Map Theme – The app uses parchment styling, wax seals, route language, and “X marks the spot” visuals to make planning feel more fun and memorable.
Cartographer was built with a React/Figma Make frontend and a Supabase Edge Functions backend. The app uses a playful old-map interface, but the core goal is practical: help groups make plans without one person carrying all the coordination or one member always getting stuck with the longest drive.
In short, Cartographer helps groups find the fairest place to meet before the group chat spirals.
Live link: https://www.cartographerplan.com/
This is such a genius idea!
The Neural Internet
https://internet.figma.site
A Living Network for Human Understanding
The internet was built to organise pages. The Neural Internet reimagines it as a living intelligence that organises understanding.
Instead of returning links or conversations, every topic becomes an interactive universe where users can explore what it is, why it exists, how it works, what it connects to, what it influenced, and what it may become in the future.
The knowledge graph never stays static. It continuously evolves, generates new interdisciplinary fields, visualises causality, simulates complex systems, and reveals hidden relationships between ideas. Users don't just consume information, they experience it.
One of the core ideas is that the network continues thinking even when nobody is using it. AI explores millions of potential relationships, discards weak hypotheses, and grows new branches of knowledge, making the universe feel like a living organism rather than a database.
The Neural Internet is not a search engine, encyclopedia or chatbot. It is an experiment in what the next generation of the internet could look like, an internet that helps humanity understand rather than simply search.
We built the internet to share information. The Neural Internet explores what it would look like to share understanding.
Check it out! https://internet.figma.site/
Twitter: https://x.com/beatsbyshaz
LinkedIn: https://www.linkedin.com/in/shahroz-a/
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
MagicPath
The canvas is infinite, and exploration is becoming the workflow. How are you using MagicPath?
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?