Repeatability
High
String concatenation patterns in SQL queries are syntactically consistent and regex/AST-detectable. The agent applies the same detection and refactoring logic across all 60+ sites, making this structurally repetitive work.
Ambiguity Tolerance
Medium
Success criteria are mostly crisp — find all hotspots, produce parameterized rewrites for 10+ high-risk queries, deliver a migration plan. 'High-risk' requires some judgment about exposure surface (user-facing vs. internal, data sensitivity), which adds mild ambiguity.
Data & Tool Availability
High
The agent needs read access to the codebase, which is straightforward to provide via file upload or repo access. No live database connection or runtime context is required for the audit and plan phases.
Error Cost
Low
The deliverable is a plan and code examples, not executed changes — no production system is touched. A developer reviews the output before any migration begins, so mistakes are caught before they cause harm.
Human Judgment Required
Medium
Ranking queries by business risk (e.g., which tables hold PII, which endpoints are public-facing) benefits from domain knowledge a developer holds. The mechanical detection and rewriting require little human intuition, but prioritization does.