Eight paired lessons, local sources, and verifiable practice at the real gateway boundary.
The course does not claim long-output proof or literal acceptance of 1048576 tokens; both risks remain explicit.
Open lesson 1 and compare active configuration, live endpoint, and evidence artifacts.