The Programming Language Is English: The Art of Context Management When Working with LLMs

The evolution of working with LLMs is progressing incredibly quickly — it feels like just a couple of years ago we trusted them with documentation and simple unit tests, and now an entire infrastructure has been built around agentic systems, one so advanced that even a dog could build 3D games.

There are so many new developments in this area that it’s impossible to cover everything at once, so at Cloud.ru we only implement the most battle-tested practices that have proven their effectiveness.

What’s more — we strive to reuse each other’s work to avoid reinventing the wheel every time.

In my talk, I’ll walk you through how we progressed from using models “in a window” to a well-established prompt reuse system.

Come along — you’ll walk away with a ready-to-use system that you can start using as early as tomorrow.