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Rescue & Hardening

When software becomes a risk,
we help you move forward.

We diagnose and improve unstable, inherited, rushed, or AI-assisted products. The work can include architecture, testing, security, performance, and the product experience itself.

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