Remediation Validation • Release Readiness • Rule Engine
Automating remediation validation for security fixes across application releases.
I designed and built an internal remediation validation platform to reduce manual effort involved in verifying VAPT fixes, improve traceability between findings and code changes, and give engineering teams a clearer view of release-readiness before closure.
The Problem
Security validation work does not end when a developer says “fixed.” For every reported VAPT finding, someone still needs to verify whether the fix was implemented in the right place, whether it addresses the issue, and whether the file mappings are accurate.
- Repeated manual source-code review effort
- Inconsistent validation quality across releases
- Poor traceability between findings, tickets, and code changes
- Weak visibility for managers and release stakeholders
The Solution
A rule-based remediation validation system that evaluates source code and implementation artifacts against known vulnerability-fix expectations.
YAML Rule Engine
Project-specific YAML rule files defining file locations, patterns, and fix conditions without hardcoding validation logic.
Traceability
Ticket-linked bug and remediation references mapped directly to code changes and manager-approved workflows.
Impact
Better Discipline
Created a repeatable system around VAPT fix validation instead of relying entirely on manual review.
Faster Cycles
Reduced the effort required to review repeated remediation patterns across releases.
Clearer Confidence
Made it easier to understand whether an application was actually ready for closure.
Stronger Collaboration
Improved communication between development, validation, and management teams.