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

Why Your Agent Needs Memory, and How to Organize It

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