The article argues that durable agent reliability comes from workflow design rather than raw model capability gains like GPT-5.6, describing a Programmatic Tool Calling pattern that turns agents into structured coordinators. It covers preserving intermediate results between chained tool calls, filtering tool arguments, logging execution traces, and requiring human approval gates before any tool call that writes, deletes, or modifies data.
