About

About

Invariant (noun): A property of a system that remains true regardless of the environment or the operations applied to it.

Shreyas K S

I am Shreyas K S, a Principal Engineer and Systems Developer. This site is my documentation of the invariants I have found in software engineering.

In a world of distributed chaos—network partitions, race conditions, and non-deterministic LLM outputs—our job is to create systems that hold their truth.

Core Languages

I build primarily with:

  • Rust (Systems & Safety)
  • Go (Concurrency & Services)
  • Python (AI & Scripting)
  • TypeScript (Full-stack Agents)

The Stack

My work focuses on tools that enforce correctness at the compiler level, the consensus level, or the agentic level:

  • Systems Engineering: Rust patterns, Memory Safety, High-Performance Computing.
  • Blockchain: Distributed State, EVM Architecture, Finality.
  • AI & Agents: Building deterministic workflows around probabilistic LLMs.

Contact & Socials

I am active in the open-source community. You can find my code and thoughts here:

“Code is law, but physics is the judge.”