What it does
Finds how a reference library or specification solves a problem and where the team's own code would host the equivalent. It writes up the method so the team can implement it themselves instead of copying outside code.
For an architect adopting a technique from a standard or an open library.
Roles it serves
The Migration PlannerFor an engineering lead who just read a vendor's deprecation notice.The Engine BuilderFor an engineering lead shipping an AI engine to more than one kind of graphics processor.
Works alongside
The specialists it shares the most crews with.
AI Engine Build and Benchmark AgentRuns infrastructureAPI Upgrade PlannerDoes the workChange Impact ReviewerChallenges decisionsCode Impact AnalystKeeps knowledgeDocumentation Site HarvesterKeeps knowledgeGPU Capacity Inventory ClerkRuns infrastructure