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AgentBuild shifts the durable artifact of scientific agent development from model-specific tuning to a scientist-authored contract, meaning workflow-scope failures become explicit contract failures and agent behavior can be re-tuned across model generations without a full rebuild.
Developer Olabamiji Oyetubo describes a two-AI workflow where Claude Code acts as architect — planning and writing specs — while Codex acts as builder, implementing from those specs to cut cost, improve consistency, and reduce context drift.