As an agency owner I kept having to manually monitor and audit how AI engines like ChatGPT, Claude and Gemini describe my clients' brands, so I ended up building a tool to do it for us. It is called https://BrandGEO.co, it runs a 2-minute audit across all 5 major AI engines and tells you exactly what to fix. It works both for brand owners checking their own brand and for agencies taking care of their clients' brands.
I work on a problem of easily running AI workflows that are just simple API endpoints that have SDKs in most major tech stacks.
I was reinventing the wheel with AI workflows for my customers so many times that I finally decided to extract all those workflows as simple APIs and give paid access to everyone.
https://sharpapi.com/
How well does your CV actually match a job description?
I just launched a small online tool -> https://cvmatchscore.com to help answer that question.
Paste a job description, upload your CV, and get a match score with explanations.
https://SharpAPI.com/ is an AI-powered API platform designed to automate and optimize workflows across various industries, including E-Commerce, Marketing, Content Management, HR Tech, Travel, and more. By leveraging AI , SharpAPI offers a comprehensive suite of tools that streamline complex tasks, enabling businesses to operate more efficiently and effectively.
What Problems Does It Solve?
Some examples:
- Manual Processing Challenges: Automates tasks like resume parsing, product categorization, and sentiment analysis, reducing the need for extensive human intervention.
- Language Barriers: Provides real-time translation and analysis across 80+ languages, facilitating global business operations and customer engagement.
- Inefficient Workflows: Streamlines processes by automating repetitive tasks, enhancing productivity, and allowing teams to concentrate on strategic initiatives.
- Content Quality Issues: Offers tools for paraphrasing, proofreading, SEO optimization, and spam detection, ensuring high-quality and consistent content across platforms.
https://SharpAPI.com/ is an AI-powered API platform designed to automate and optimize workflows across various industries, including E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.
What Problems Does It Solve?
- Manual Processing Challenges: Automates tasks like resume parsing, product categorization, and sentiment analysis, reducing the need for extensive human intervention.
- Language Barriers: Provides real-time translation and analysis across 80+ languages, facilitating global business operations and customer engagement.
- Inefficient Workflows: Streamlines processes by automating repetitive tasks, enhancing productivity, and allowing teams to concentrate on strategic initiatives.
- Content Quality Issues: Offers tools for paraphrasing, proofreading, SEO optimization, and spam detection, ensuring high-quality and consistent content across platforms.
I had had enough of ChatGPT sounding like a machine and repeating the same forms.
So I forced it into rehab: no em dashes, no buzzwords, no “in conclusion.” Sentences short. Advise directly.
I keep my rulebook under 1500 characters (Custom Instructions limit).
Set it: profile icon → Settings → Personalization → Custom Instructions.
Sharing my prompt in the comments if you want to try it.
1. Create one folder for every project you work on in your drive (make sure it’s synced to the cloud because, let’s face it, nobody likes a good backup until they need one).
2. Inside each folder, have one simple TODO.txt file.
I’m building http://SharpAPI.com/ — a flexible AI-powered API platform that helps automate repetitive workflows for things like product categorization, sentiment analysis, resume parsing, content cleanup, and more. Think Zapier, but deeply focused on content-heavy tasks across e-commerce, HR tech, Travel, content and marketing. It’s how I’ve been replacing boring grunt work with AI firepower.
It's sprinkled with a lot of SDK Clients for Laravel/PHP, Node, Flutter, .Net & Python.
As the author of this article/video - it's really strange for me that almost everyone here in these threads has focused on the LLM part of refactoring, where it's only mentioned as one of many tools for target-less flow state of the code tweaking sessions. :-)
Thanks for your comments - but I wasn't using GPT to generate the article, I only used it once for proofreading my own thoughts :)
Also - I was focusing on the REFACTORING part where LLM might be one of 100s of tools to be used while being in a state of flow of goal-less refactoring.
SharpAPI is an AI-powered API platform designed to automate and optimize workflows across various industries, including E-Commerce, Marketing, Content Management, HR Tech, Travel, and more. By leveraging AI , SharpAPI offers a comprehensive suite of tools that streamline complex tasks, enabling businesses to operate more efficiently and effectively.
What Problems Does It Solve?
Some examples:
- Manual Processing Challenges: Automates tasks like resume parsing, product categorization, and sentiment analysis, reducing the need for extensive human intervention.
- Language Barriers: Provides real-time translation and analysis across 80+ languages, facilitating global business operations and customer engagement.
- Inefficient Workflows: Streamlines processes by automating repetitive tasks, enhancing productivity, and allowing teams to concentrate on strategic initiatives.
- Content Quality Issues: Offers tools for paraphrasing, proofreading, SEO optimization, and spam detection, ensuring high-quality and consistent content across platforms.
There’s a lot of hype about vibe coding—that moment when caffeine hits, your playlist slaps, and you hammer out code like a jazz drummer sprinting through a solo. It’s exhilarating, but relying on that adrenaline burst is like funding your retirement with scratch-offs.
So let’s flip the script to something that actually compounds: vibe refactoring. Same spontaneous energy, but aimed at shrinking technical debt and sharpening your architecture instead of amping up the commit count.