Aria Han

AI Systems Engineer · Founder · Builder

type to reorganize · cards sort by relevance

ENTITY

Aria Han

Writer who builds AI systems. Three companies, six hackathon wins, one year of full commitment.

founderengineeraisystems
THESIS

Work With AI's Nature

Systems that embrace emergence over explicit programming. Coordination over raw capability.

philosophyemergencecoordinationagents
SYSTEM

HeyContext

Agent orchestration platform. Adaptive routing. Live in beta.

agentsorchestrationproductionlive
EVIDENCE

6 Competition Wins

AWS. Weavehacks. Multimodal AI. Vertical AI. Each one built in 24-48 hours under pressure.

hackathonwinnercompetitionaws
OPEN SOURCE

Vector Native Protocol

Symbolic communication for LLMs. ~3.2x compression. Agent-to-agent lingua franca.

protocolcompressionagentscommunication
OPEN SOURCE

The Convergence

RL framework. Evolutionary selection. Published to PyPI. Production deployed.

reinforcement learningevolutionframeworkpypi
TRAJECTORY

3 Companies Founded

PersistOS. Divertissement. Brink Labs. Each one taught me something. Nothing wasted.

founderceostartupcompany
WRITING

Technical Articles

Agent coordination. Self-learning systems. Building meaningful technology.

mediumwritingarticlestechnical
∎View as Vector Native~3.2x compression

content reorganizes based on what you seek

ARIA HAN · SAN FRANCISCO · 2025

Systems that work with AI's nature