To build effective tools for agents, we need to re-orient our software development practices from predictable, deterministic patterns to non-deterministic ones.
Through the iterative, evaluation-driven process we’ve described in this post, we've identified consistent patterns in what makes tools successful: Effective tools are intentionally and clearly defined, use agent context judiciously, can be combined together in diverse workflows, and enable agents to intuitively solve real-world tasks.