How to read this work
This site is not a blog. It is a structured reference. Each page exists to hold one idea clearly, so it can be returned to.
These notes are not written to persuade. They exist to clarify thinking and preserve hard-won understanding - especially where training claims meet real consequence.
Some pages will feel incomplete by design. Others revisit the same idea from different angles. This reflects the reality of training rather than a linear curriculum.
Chronology matters less here than coherence. If an idea appears in multiple places, it is because it refuses to stay contained.
Disagreement is expected. What matters more is whether that disagreement is grounded in experience and honest testing rather than abstraction.
If it can’t be tested, it can’t be trusted.