Fans independent, unrelated failures out to multiple agents to investigate and fix concurrently instead of serially.
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Runs a Socratic back-and-forth to turn a rough feature idea into a fully-formed design before any code gets written.
Works a written implementation plan in reviewed batches rather than all at once.
Once a feature is done and tested, walks through the merge/PR/cleanup decision instead of leaving the branch dangling.
Notices when a back-and-forth is actually surfacing a real tradeoff and keeps both options alive instead of forcing a premature pick.
Handles incoming review feedback with real technical scrutiny rather than reflexive agreement or blind edits.
Searches past Claude Code sessions for the facts, decisions, and context a current conversation needs.