Journal 041
Reproducible Is Not the Same as Reliable
AIR produced deterministic, repeatable results, but checking six assessments against the websites exposed something more important: a reproducible interpretation can still be wrong.
Learning
Journal entries connected by topic.
Journal 040
We Found a Score AIR Couldn't Award
Making AIR's scoring more transparent exposed an Audience score that could never be reached. Testing the problem led us to simplify the question rather than weaken the evidence standard.
Journal 039
We Changed Where AIR Looks, Not What It Believes
Testing AIR on Wayli exposed a weakness in where the assessment looked, leading to a more representative bounded acquisition method.
Journal 038
From Calculator to Clarity
Wayli began with calculators, questions and a growing realisation that the real product was understanding.
Journal 024
The Report Improved Because We Listened
The biggest improvement to our latest AI Readiness report wasn't caused by changing the engine. It happened because we acted on what the previous report told us.
Journal 023
The Score Was Never the Goal
We thought we were improving an AI Readiness score. What we were really improving was how clearly we explained ourselves.
Journal undefined
Why We Build in Public
We don't publish because we have all the answers. We publish because we're still looking for them.
Journal 015
We Never Pivoted. We Just Kept Asking Better Questions.
Looking back, Wayli didn't change direction. Each project simply revealed a deeper question than the one before it.
Journal 010
Everything Felt Important Until It Didn't
One of the hardest lessons wasn't deciding what to build. It was deciding what not to build yet.
Journal 004
The Software Was Never the Hard Part
I expected to spend most of my time writing code. Instead, I spent it learning how to ask better questions.
Journal 003
We Stopped Asking AI to Write Code
The biggest improvement wasn't better code. It was asking better questions.
Journal 002
A-I Didn't Build Wayli Alone
AI helped me learn faster, but it never replaced the thinking behind the project.