This is the public home of my technical writing.

Here I document practical engineering systems: autonomous AI teams, product development, QA, releases, infrastructure, and repeatable workflows.

Author

Pavel Volkov / Павел Волков — AI architect and engineer.

How to Read These Articles

The articles here are long and practical. You can read them as breakdowns of how a system works: roles, boundaries of responsibility, checks, logs, retrospectives, the release workflow, and infrastructure decisions.