failureMode: missing-context excerpt: "More AI" lands very differently when the model knows your stack vs when it doesn't.

What "more AI" actually means

Missing-context prompts ask the model to make a decision the model can't make.

When a teammate says "wire the moderation pass through the pipeline," they mean a specific moderation pass through a specific pipeline. The model has neither. It guesses, and the guess is whatever the public training data leaned hardest on at the moment of the cutoff.

Good context infrastructure makes the missing reference unnecessary. Files in the repo, decisions in /references, examples in past commits. The prompt stays loose because the substrate is dense.

(placeholder body - flesh out before launch)