Philosophy

YAAF - Yet Another Agent Framework

The current landscape of agent frameworks is diverse and it's too early to predict a dominant solution. Given the nascent stage of the technology and the likelihood of new patterns emerging, creating an overly opinionated framework carries the risk of early obsolescence and potential drawbacks. We acknowledge the inherent diversity and potential fragmentation of the agent frameworks. Therefore, Machina Habilis is architected for compatibility rather than dominance — Using the framework is not required to leverage the power of abilities within the Elite Agents ecosystem. We specifically chose the Model Context Protocol (MCP) because it is an implementation-agnostic standard.

Ability-First Development

We believe the usefulness of an agent is determined by what it can actually do, not just how it thinks. Inspired by the prehistoric Homo Habilis who dominated the planet by using their Oldowan tools, our Oldowan framework focuses on making the MCP AI tooling framework easy to develop and deploy.

Web3 for Programmable Value

Web3 technology enables new economic models that were previously impossible:

• Micropayments for granular service usage

• Automated revenue distribution as token buybacks

These features are built into the Oldowan framework.