Getting Coding Companion Ready to Ship 🚀

Coding Companion is finally taking shape.

Over the past few weeks, I’ve been working on turning the original idea into a working product. The core application is deployed, authentication and chat are integrated, and the Code Stream feature is working.

One of the biggest improvements recently was refining the Teaching Brain — the part responsible for how Coding Companion teaches. I added structured teaching instructions to help it adapt explanations, encourage problem-solving, identify mistakes, and build on a learner’s understanding.

Of course, getting something working is different from getting it ready for real users. I’ve also been testing the application, fixing deployment issues, and improving the authentication flow.

What’s next?

I’m preparing to put Coding Companion in front of students and see how they actually respond to it.

I want to learn from real usage, understand what works, identify what doesn’t, and improve the product based on feedback rather than assumptions.

This is an early step, not the finish line.

Time to get Coding Companion out there! 💻🔥