Volodymyr Vreshch

Interests

What I explore, build, and keep coming back to.

I'm a platform engineer with a PhD, now a Senior Software Engineer at Microsoft. Lately I've been exploring AI agents, the Model Context Protocol, and how AI should remember. Based in Prague.

  • AI agents & orchestration
  • Model Context Protocol
  • AI memory & knowledge graphs
  • Developer experience
  • Open source
  • TypeScript & platform engineering
  • Infrastructure & CI/CD

Current focus / AI

Building the memory and plumbing that lets AI actually remember.

Three open threads, all pointed at the same idea: AI you can extend, inspect, and own.

agentage.io - one memory every AI can read and write

AI memory

Open-source work around one markdown memory every AI can read and write - owned by you, mirrored as plain files.

agentage.iogithub.com/agentage

The MCP directory - an open catalog of Model Context Protocol servers

MCP ecosystem

An open directory of Model Context Protocol servers - the connective tissue between AI and the tools it uses.

MCP catalog

MCP Registries in Mid-2026: One Upstream Won

Writing

Essays on agents, MCP, and how AI should remember - thinking out loud as I build.

Read the blog

Track record

2021 - present

Frontend on products used by millions.

2016 - 2021

2015 - 2016

Software Engineer, GlobalLogic

2008 - 2012

Education

Beyond the keyboard

  • Skiing across the Czech Republic, Austria, and Italy.
  • Fishing, hiking, and diving whenever the season allows.
  • Photography and museums.
  • Training toward long open-water swims of 8-10 km, with an eye on the Bosphorus cross-continental swim.

Find me