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Keeping up with AI news is almost a full-time job at this point.š§
So I built an automation to handle the research.š
This is my AI News Aggregator & Article Summarization Automation, built using n8n, OpenAI, and Supabase.
Here's what the workflow does:
ā Collects AI articles from NVIDIA and Anthropic.
ā Filters recent articles and extracts their content.
ā Uses OpenAI to generate summaries and key takeaways.
ā Organizes the information in Supabase for easy access.
The interesting part? It's designed to run automatically every 4 hours, without someone manually checking websites or copying articles.
And this is just one example of what you can build when you combine AI with automation.
The same approach can be adapted for industry research, competitor monitoring, content research, and business intelligence.
I've added the full project case study to my Contra portfolio, including the workflow and technical documentation. Feel free to check it out!
I'm also open to building custom AI automations for businesses.
Quick question: If you could automate one research task, what would it be?
#AIAutomation #n8n #OpenAI #WorkflowAutomation
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š” If you could automate ONE task in your business, what would it be?
Imagine getting back a few hours every week without hiring another person. š
Maybe itās:
š¤ Answering customer questions automatically
š Collecting leads without manual searching
š§ Sending follow-up emails to potential clients
š§Ŗ Tr westing youebsite to catch bugs before customers do
š Organizing repetitive daily tasks
As a Computer Science graduate working with Python, AI automation, and software testing, I love finding ways to make everyday work simpler and more efficient.
I'm curious š
What's ONE repetitive task you wish you could stop doing manually?
Tell me in the comments! Maybe there's a smarter way to do it. š
#Python #AIAutomation #SmallBusiness #Productivity #Contra
Signal Growth Lab ā AI-Powered Website Growth Platform
Signal Growth Lab is a digital platform designed to help businesses understand their website performance, identify opportunities for improvement, and make better decisions about growing their online presence.
Built with Base44, the project brings together a modern user interface and a practical approach to website growth. It focuses on helping businesses recognize potential barriers affecting their visitors' experience and discover opportunities to improve website clarity, usability, and conversion potential.
The platform is designed around a simple idea: businesses should be able to move beyond guessing what is wrong with their websites and focus on identifying meaningful opportunities for improvement.
Through its design and functionality, Signal Growth Lab explores how AI-powered tools and automation can make website optimization more accessible, actionable, and easier to understand.
The goal is to create a useful experience that connects technology, thoughtful design, and business growth in one platform.
Amazing Design
Giving AI full access to your business data is risky. Giving it no access makes it useless.
So I built a small server that sits in the middle. Claude can search and read my agency records, but it cannot change anything on its own. Every change needs a human to approve it first, and every answer shows which record it came from.
I use it every day with Claude Code.
If you want AI to work with your own systems safely, I can build the same for you.
I'd bind each approval to the proposed field changes and the record version it was reviewed against. If someone edits an agency record while a change is waiting, does your server require a fresh approval before applying the proposal to the newer data?