Editorial standards

The writing on this site is a work product, held to the same standard as the code. These are the rules it's written under.

Sourcing

• Numbers are sourced or they don't appear. Where a figure comes from this site's own instrumentation, it links to the instrument.
• Claims about how systems behave are tested against those systems before publishing, not summarised from other people's posts.

AI assistance

I build AI systems, and I use them — including in drafting. Every published piece is directed, verified, and edited by me, and I stand behind every claim personally. Nothing publishes on autopilot.

Corrections

Material errors get corrected in place with a visible note and the date. Silent rewrites are for typos only.

Independence

No sponsored posts, no affiliate placements dressed as analysis. If a commercial relationship ever touches a piece, it's declared at the top.