Khalil Khabibullin.

Writing

Short notes on change, systems, AI, and building things.

This is not a blog. There’s no schedule, no newsletter signup, no SEO strategy. Just notes on things I’m thinking about — usually at the intersection of organisational change, AI, systems, and building things.

Some of these start as diary entries. Some come from conversations at work. Some come from staring at a terminal at midnight wondering why my n8n workflow won’t trigger.

My Self-Hosted Homelab
I run a self-hosted homelab that handles everything from media and photos to AI automation and personal cloud storage — all from a home server, exposed securely to the …
Why I Build My Own AI Assistant
I work in AI strategy at a large bank. I spend my days figuring out how 7,000 people should adopt AI tools. And then I come home and build my own. This isn’t a …