What it does
Screens each candidate change for benchmark gaming, builds release images from pinned inputs, checks every hash, compares the candidate with the current baseline and promotes it, then tells the other teams to rebase.
For an engineering team shipping a performance-sensitive product.
Roles it serves
The Software DepartmentFor a founder with a large build and a small team.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 infrastructureAcceptance CheckerAudits and guardsCode Impact AnalystKeeps knowledgeCode ReviewerChallenges decisionsCompute Budget GuardianAudits and guardsDecision RecorderKeeps knowledge