By Dr. Sarah Chen, Principal Engineer — harness-engineering.ai The hiring function is one of the last high-stakes enterprise workflows to resist automation at scale. Payroll runs autonomously. Financial close cycles are increasingly agent-driven. But candidate evaluation has remained stubbornly human-in-the-loop — not because the technology wasn’t capable of participating, but because the decision surface is … Read more
“Operation First Agent ZX signals a new era in autonomous AI agent architecture. Dr. Sarah Chen breaks down the production patterns, harness engineering principles, and reliability frameworks defining the next phase of agentic AI.”
By Dr. Sarah Chen, Principal Engineer — harness-engineering.ai Memory is not a convenience feature in production AI agents — it is the architectural substrate that determines whether your system degrades gracefully under load or fails catastrophically at scale. Engineers building LangChain-based systems often treat memory as an afterthought, bolting on a ConversationBufferMemory during prototyping and … Read more