Knoku vs Two Pillars Protocol

Knoku turns your docs into an AI assistant your users can actually talk to.

A proposed maturity model for software engineering in the AI era, measuring both individual cognitive capacity (Mixer Mode) and organizational meta-software readiness...

About Knoku

Knoku turns your docs into an AI assistant your users can actually talk to. Answer everywhere with citations, and see what your docs are missing. Track deflection, traffic, repeated questions, and knowledge gaps in one place. See how many questions were answered before they became tickets, across every channel. Find the repeated questions and knowledge gaps your team should fix next. Track where users ask from and which channels create the most support demand. GitHub sync Connect a GitHub repo and sync Markdown docs into your index, kept current on each commit, with citations back to the file on GitHub.

About Two Pillars Protocol

A proposed maturity model for software engineering in the AI era, measuring both individual cognitive capacity (Mixer Mode) and organizational meta-software readiness (Meta-Software). Measuring two capacities that compound when humans build software with AI. We surveyed the existing literature, CMMI V3.0 (2023), ISO/IEC 33000, Pöppelbuß & Röglinger (2011), plus a dozen newer AI-readiness frameworks, and found none of them measure both pillars at once with operationalized items that hold under AI-mediated work.