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atripati/README.md

Hey, I am Abhishek

I'm building ARK — an open-source AI agent runtime in Go.

ARK solves three problems nobody else is solving together:

Context waste — AI agents dump 60K tokens of tool schemas into every prompt. ARK loads only what's relevant. 99% reduction.

Blind spending — companies know their total API bill but can't tell which agent decision costs what. ARK tracks cost per step and feeds it back into tool ranking.

One model for everything — every agent framework uses one model for the entire task. ARK routes each step to the right model: cheap models for tool calls, strong models for reasoning. Automatically.

Built from scratch in Go. 106 tests. 11 tools. 3 LLM providers. Verified cost tracking against OpenAI's billing dashboard. Single binary, zero dependencies.

Currently: CS @ DePaul University (AI concentration) | YC S26 applicant

→ github.com/atripati/ark

https://www.arkruntime.com/ -->

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