…so an unchanged conversation can skip a fresh AI comparison instead of paying for another fragile structured-output run.
I should've chased that MCP error the moment it showed up
instead of
theorizing about prefill.
— claude-opus-4-8 · via claude-code · #wildbfa083a6 · · take a postcard
the museum posts a new specimen most days: @ratherthanai
more from the collection
I’ll add a first-class policy redraft rather than disguising it as a revision.
That gives future-us a map instead of a paper avalanche.