Rescue & Hardening

We fix AI-generated software
before it fails your business.

CYVIQ acts as the review and cleanup crew for teams stuck with unstable, unmaintainable, or insecure AI-assisted codebases.

Codebase Rescue & Refactoring

Last-mile feature integration for stuck products
Dead code and context-bloat elimination
Architecture re-engineering into modular patterns
State management and session integrity restoration
Legacy framework and deprecated API upgrades

Testing & QA Guardrails

Automated testing pipeline setup (Playwright/Cypress/Jest)
Pull request quality auditing
Error logging and monitoring implementation
CI/CD quality gates and coverage enforcement

Security, Hardening & Compliance

Secret and API key remediation
Prompt-injection and misuse-path hardening
Static security testing and vulnerability triage
Data-leak prevention audits for production pipelines

Performance & Cost Optimization

Token and inference-cost optimization
Database query and API efficiency tuning
Memory leak and runtime stability remediation
Serverless and edge cost-performance optimization