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@effortlesslabs

Effortless Labs

A design driven research and engineering studio.

Effortless Labs — Interfaces for the autonomous age

Effortless Labs is a design-driven research and engineering studio. Our work is user-centric, systems-focused, and long-term.

We build foundational technology by treating design and usability as first-class primitives — from system architecture and data infrastructure to interfaces, workflows, and real-world execution.

This GitHub Organization hosts Effortless Labs’ open source research, experiments, design systems, and production-grade infrastructure.

Among other things, we are currently building:

Hyperbola Network: A decision-native data infrastructure for autonomous systems

Igris Bot: An agent-driven, non-custodial execution engine for onchain operations

Realm App A personal knowledge and workflow system for saving, organizing, and recalling information effortlessly

Locus Graph A context and memory graph system for structuring context, state, intent, and decision history

  • Design Systems: Interface and UX primitives for AI-native and crypto-native products

  • Infrastructure Tooling: Internal libraries and systems for performance, reliability, and scale

You can find our research and writing at the Effortless Labs website.

Other projects and initiatives we support:

  • Open-source agent tooling and execution frameworks
  • Design systems for complex, high-stakes software
  • Experimental infrastructure for autonomy, data, and coordination

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