Positions
ADPS position papers address contested questions in agent engineering. Each states a position, supporting evidence, and an engineering boundary.
- When to Use Multi-Agent — and When Not To
Multi-agent is a bounded design choice in the matrix. Establish a comparable production baseline with a single agent, tools, and a Harness first. - Where Prompt Engineering Fits
Prompts control the language layer of a model call; Harness state, tools, permissions, and validation define the system boundary. - Governance and Safety
Governance belongs in runtime design: permissions, auditability, blast radius, and autonomy changes require explicit controls. - Evaluation as Engineering
Evaluation spans design, pre-production validation, and production operation, providing evidence for architecture, release, and rollback decisions.