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4 prompts, 0 articles, and 1 episodes.
Forces the model to separate what the trace proves from what it's inferring, rank hypotheses by testability, and give you the cheapest experiment that discriminates between them.
MeghnaReads a function and enumerates the boundaries, empty states, and concurrency cases you didn't think of — then writes only the tests that could actually fail.
MeghnaReviews a diff at three altitudes — design, correctness, style — and explains the reasoning behind each note so the author learns something instead of just applying a patch.
MeghnaProduces the orientation doc a new engineer actually needs: the three things that will confuse them, the load-bearing files, and the conventions nobody wrote down.
Meghna
Most agent failures aren't model failures — they're context failures. A coding agent spends a weekend modernizing dead code, and we unpack the skill that decides whether an agent ships: context engineering.