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Get Started Free →Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -20% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -54% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -31% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-03 | ✓→✓ | = Same ✓ | -32% | 0% |
Run before PRs, after major changes, and pre-deploy.
bashmvn -T 4 clean verify -DskipTests # or ./gradlew clean assemble -x test
If build fails, stop and fix.
Maven (common plugins):
bashmvn -T 4 spotbugs:check pmd:check checkstyle:check
Gradle (if configured):
bash./gradlew checkstyleMain pmdMain spotbugsMain
bashmvn -T 4 test mvn jacoco:report # verify 80%+ coverage # or ./gradlew test jacocoTestReport
Report:
bash# Dependency CVEs mvn org.owasp:dependency-check-maven:check # or ./gradlew dependencyCheckAnalyze # Secrets (git) git secrets --scan # if configured
bashmvn spotless:apply # if using Spotless plugin ./gradlew spotlessApply
bashgit diff --stat git diff
Checklist:
System.out, log.debug without guards)VERIFICATION REPORT
===================
Build: [PASS/FAIL]
Static: [PASS/FAIL] (spotbugs/pmd/checkstyle)
Tests: [PASS/FAIL] (X/Y passed, Z% coverage)
Security: [PASS/FAIL] (CVE findings: N)
Diff: [X files changed]
Overall: [READY / NOT READY]
Issues to Fix:
1. ...
2. ...mvn -T 4 test + spotbugs for quick feedbackRemember: Fast feedback beats late surprises. Keep the gate strict—treat warnings as defects in production systems.
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