agent-coding

To build a tool-using agent, you need an explicit architecture, a defined tool contract to bind interface expectations, a prompt strategy, and an actionable evaluation plan to ensure reliability and reuse.

A tool contract in agent architecture explicitly defines the bindings between agent actions and interface expectations. It ensures the tool-using agent interacts with external tools reliably and safely according to the defined prompt strategy.

Designing an evaluation plan for a coding assistant involves defining failure modes, establishing safety checks, and setting incremental milestones to measure robust agent behavior and prompt strategy effectiveness.

You need explicit architecture and memory management for workflow automation when building robust agent behavior across teams. It ensures the agent's decision policy and prompt strategy handle complex experiment orchestration reliably.

Yes, applying explicit architecture, defined tool contracts, and robust prompt strategy supports research-and-software workflows like experiment orchestration across teams, delivering a production-ready agent with clear interface expectations.

The best way to define a decision policy and prompt strategy is to align them with an explicit architecture and tool contract, ensuring robust agent behavior and clear evaluation plans for failure modes and safety checks.