Associative Trails

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The canary in your context window
Notes from colleagues about the client contact
A half-second check that catches silent instruction drift in long AI sessions.

AI models quietly stop following your instructions well before they hit any context limit, and they do it without warning. Planting a single repeated emoji in every reply turns that invisible failure into something you can check in half a second.

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