Repeatability
High
Retry with exponential backoff and circuit-breaker patterns are well-established, documented patterns in the Spring ecosystem (Resilience4j, Spring Retry). The structural approach is the same across implementations, making this highly repeatable.
Ambiguity Tolerance
Medium
The high-level requirements are clear, but specifics like backoff intervals, circuit-breaker thresholds, fallback data shape, and timeout values are unspecified and require reasonable defaults or clarification. An agent can make defensible choices, but a human should validate them.
Data & Tool Availability
High
Assuming the agent has read access to the existing codebase and pom.xml/build files, it has everything needed to generate correct, context-aware code. No live API credentials or runtime access are required to implement the logic.
Error Cost
Medium
Incorrect retry or circuit-breaker configuration could cause cascading failures or mask real errors in production, but the code change is reviewable and reversible before deployment. Risk is real but manageable with a standard PR review process.
Human Judgment Required
Low
This task is primarily technical pattern application, not taste or ethics. A human should review threshold choices and integration fit, but the core implementation does not require intuition or relationship context.