RLabs Research
Evaluations
Tools to see how you — and your organization — actually work in the AI era, read through the Two Pillars framework: Mixer Mode (individual cognition) and Meta-Software (organizational readiness). No grades, no right answers.
Are You a Mixer?
A first-instinct reflex check: do you hold criteria together within one act of judgment, or take them one at a time?
Start →Meta-Software check
List the tools you depend on and see how far back to manual your org would fall if each disappeared — a measure of meta-software depth.
Start →Two Pillars Protocol (full)
The complete research instrument: your individual Mixer profile measured against your organization's cognitive, meta-software, institutional and exposure readiness.
Start →About the framework
The Two Pillars Protocol is a proposed maturity model for software engineering in the AI era. It measures two things most frameworks treat separately: the individual’s cognitive capacity to work in Mixer mode, and the organization’s meta-software readiness — the systems that run, gate and validate other software. Read more in the full protocol.