Agent Well Trained Framework (AWTF)

What AWTF is

AWTF is a framework of reusable agent patterns and evaluation criteria designed to produce agents that are:

• dependable in regulated or high-stakes workflows
• observable and auditable
• aligned to role expectations and constraints

What AWTF emphasizes

• Accountability: agents should include mechanisms for self-governance, auditability, and responsibility.
• Observability: meaningful traces, evidence, and rationale.
• Reliability: stable behavior under controlled settings (including low-temperature behavior).
• Portability: patterns that transfer across organizations and domains.

Practical deliverables

• Pattern library (e.g., Reviewer, Interviewer, Judge, Delivery Agent patterns)
• Checklists and scoring guidance
• Mapping to Responsible AI principles (accountability, safety, transparency, fairness)

Status

Early build phase—pattern set and scoring alignment are being finalized alongside OrgBench.