Last Christmas I was at my parent’s place, pretty bored just watching TV on the couch, and realised I wasn’t satisfied with my life.

My career wasn’t going anywhere, and I felt like I really had no direction or anything interesting going on in life.

I had spoken with a friend around that time, who had vibe coded his website for his business, and it looked really cool.

So I spoke with ChatGPT to see what i could possibly build that could be interesting, but done in a more innovative way to what already existed.

As I worked in sales already, it suggested that I lean into my own experience, and build something for my own use case. 

I’d been using LinkedIn automation tools to help generate leads, but I kept getting warnings from LinkedIn from the tools I was using, so I wasn’t using them regularly. 

So, after a lot of back and forth conversation with AI, I realised that there was a big opportunity to create a tool that was safer than anything else out there;

Every tool I’d been using operated either on the cloud or used plugins - there were almost none that simply operated on your desktop, and this would most likely remove my issue of getting warnings and appear natural to LinkedIn.

So, I decided to build something with this architecture for myself primarily, in the sales job that I was in - could I build something that would help me generate more leads, without risking my account as much?

Turns out, I could.

It definitely wasn’t easy, there was a very steep learning curve in terms of learning how to build something with AI, as well as making complex design and architectural decisions. I also made a lot of mistakes at first, especially building new features without testing.

As a result, there were tonnes of errors and bugs initially, but I spent a huge amount of time on hardening the backend, to ensure that it’s now highly unlikely to break, and even if it does, it’s quick/easy to diagnose and implement fixes. 

It was a complex build as it’s essentially two code bases - a web dashboard where people can control their campaign settings and messaging sequences, with an inbuilt CRM, unified inbox, analytics etc., along with building the software itself, which automates LinkedIn in a dedicated browser on people’s desktops. 

Aside from building it, I had to make sure it actually worked effectively. So I used it on my own account throughout the testing phase, and still use it every day until now for dogfooding ie using the tool to promote the tool - this is how I mainly generate new customers.

I made sure that the tool had strict daily limits on actions, randomised delays between connection requests and follow up messages, along with effective messaging, written by Claude Sonnet via API.

And it worked - in my first campaign in my old job, I got a 40% acceptance rate and a 25% response rate. 

What I realised along the way though, was that working on the tool itself was much more enjoyable than my sales job, so, I decided to quit my job and go all in on building and working on the tool.

I made it into a business and took a leap of faith.

Now, the tool has had 260 signups to free trials, many of whom converted into paying customers, and so far hovering around $3.6k in total revenue since launching in April, completely bootstrapped.

Not a life changing sum yet but the first few months have been very promising, and there’s clearly a demand for a tool that’s safe for LinkedIn accounts and effective at booking meetings. 

Anyway, I hope this story inspires people to follow your passions and keep going! 

I quit my job to vibe code a LinkedIn Automation SaaS tool, with no Engineering background, and made ~$3.7k in the first 3 months