PRODUCTION SCENARIO
Your migration agent works through a 40-module codebase across a dozen separate sessions, each starting with an empty context window. Later sessions re-explore code that earlier ones already mapped, and occasionally redo modules that were already finished.
Which memory design stops the repeated work?
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Answer: Have the first session write a progress log and checklist to memory that later sessions read and update
An initializer session sets up the progress log and feature checklist before any substantive work begins, every later session opens by reading those files, and each session updates the log before it ends. Notes written ad hoc as work proceeds drift, and a module counts as done only after end-to-end verification rather than when its code is written.