Independent AI research

Exploring how AI genuinely helps useful work and knowledge scale.

Research

Two areas of focus, shared for anyone to explore.

  • Contract Graph

    A repository-native context graph that helps coding agents find where a change belongs before reading or writing implementation.

    Explore Contract Graph

  • Learning

    Free learning resources exploring how AI can support more personal, practical learning without making it less human.

    Explore for free: bitbibit.io — byte-sized lessons.

About

Sarada is an independent, research-led initiative based in New Zealand, exploring how AI can help useful work and knowledge scale. Its current work is shared openly through open-source projects and free learning resources.