Across platforms. Beyond the stack.
I build across languages, runtimes and platforms, carrying the same essential behavior into different experiences.
Delivered
Shared foundations, consistent contracts and changes that travel across the stack.
Software engineer
Karthik
Shenoy.
Different stacks.
One systems mindset.
I build across platforms, agents, distributed backends and client experiences. The thread through it all: making complex behavior reliable.
What I build
Agents that can be evaluated.
I build agentic harnesses and evaluations that connect automated actions to useful feedback, including collaborative editing scenarios.
Delivered
Changes evaluated in context, with safeguards for collaboration and recovery.
Systems that hold together.
I work on backend and distributed systems where responsibility crosses service boundaries and failures need a clear recovery path.
Delivered
Clear ownership, observable behavior and reliable coordination between components.
Complexity behind a responsive client.
I build client-side systems that keep state, collaboration and user actions consistent as the experience grows more capable.
Delivered
Reliable editing, responsive interactions and behavior that stays understandable.
Field notes
The reasoning behind the work.
Current questions
What makes a change trustworthy?
I keep returning to contracts, useful measurements and the cost of getting correctness wrong.
Experience