Knowledge × AI × Code

I teach AI to answer. Then build the tools for it.

By day I'm a knowledge manager: I train an AI support agent and write documentation that both people and LLMs understand. When something slows the work down, I build a tool with Claude. Here I write about how it turned out.

What I do

The work that sparks ideas for posts.

Help center & AI support

I run the product's knowledge base and train the AI agent that answers customers from it: I read real conversations, find what went wrong and fix the cause at the source.

Documentation architecture & UI copy

I design documentation so that both readers and LLMs find the right answer. I also review and write UI copy for product interfaces.

Localization

Glossary, translation memory and a CAT workflow, then an AI agent to scale and automate the process.

Tools I build

When a task eats too much time, I build a tool for it with Claude: dashboards, browser extensions, Telegram bots.