prompt (v5 — Pattern A / B / C architecture). Public API (unchanged from v4 — main.py imports these five names): validate_sql_against_rules(sql, user_message ...
A multi-layer defense system against vibe coding anti-patterns in Java/Spring Boot projects. Combines static analysis, MCP-native tooling, and cognitive governance to catch production bugs that ...