No filler, no AI slop, no listicles. Posts exist here to be cited, or not at all.
August 14, 2026
The flash of original content before a variant appears is not a bug of one tool; it is a physics tradeoff every testing script faces. Here is the mechanism, and how to reason about it.
Proa exists because the same three problems kept coming back, client after client, for ten years. This is the story of turning a practice into software.