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About SafeStack - From prototype to production in weeks, not months

We transform AI-generated code into secure, scalable, production-ready software that passes enterprise security reviews and scales confidently.

SafeStack exists because there's a fundamental gap in the market. AI development tools like lovable.dev, Cursor, and v0 have democratized software development—anyone can build a functional prototype in days. But prototypes aren't production software.

The gap between "it works on my machine" and "it passes enterprise security reviews, complies with SOC 2, scales to thousands of users, has disaster recovery, and survives an incident" is enormous. That gap costs startups enterprise deals, costs agencies client trust, and costs companies their reputation when breaches happen.

We bridge that gap. We bring enterprise-grade security, operational excellence, and compliance readiness to startups and agencies building with AI tools. You keep the speed. We add the production-grade foundation.

Avg critical vulnerabilities found per review
23
Enterprise security review pass rate
100%
Mean time to patch critical CVEs
<7 days

Our approach - Production-ready software requires production-grade practices

We bring enterprise-grade security and operational excellence to startups and agencies building with AI tools.

  • Security by Default. Security isn't a checkbox—it's a foundation. We implement defense-in-depth, least privilege, and zero-trust principles from day one.
  • Operational Excellence. Production software requires monitoring, backups, disaster recovery, and incident response. We build the ops foundation you need to scale confidently.
  • Knowledge Transfer. We don't just fix things and leave. Comprehensive documentation, runbooks, and team training ensure your team can maintain and extend what we build.
  • Compliance-Ready. Building toward SOC 2, HIPAA, or GDPR from the start is cheaper than retrofitting. We map every control to industry standards.
  • Developer-Friendly. Security shouldn't slow you down. Clear PRs, comprehensive tests, and CI/CD integration mean security becomes part of your workflow, not a blocker.
  • Transparent Communication. No security theater. We explain every finding, prioritize by business impact, and provide clear remediation plans with effort estimates.

Expertise that bridges prototype and production

SafeStack was founded to address a specific gap in the market: the explosion of AI-assisted development tools has enabled unprecedented speed in building prototypes, but there's no clear path from prototype to production-grade software.

We've worked with startups that shipped MVPs in days using lovable.dev or Cursor, only to hit walls when enterprise customers asked about security controls, when compliance audits revealed gaps, or when scaling exposed architectural weaknesses.

Our expertise spans application security (OWASP ASVS, penetration testing, threat modeling), cloud infrastructure (AWS, Terraform, Kubernetes), DevOps and CI/CD (GitHub Actions, security automation), compliance frameworks (SOC 2, HIPAA, GDPR), and incident response.

We understand both the power and limitations of AI-generated code. We know where AI tools excel (rapid prototyping, UI development, basic CRUD operations) and where they fall short (security architecture, threat modeling, operational resilience, compliance controls).

Technical foundations

Security & Compliance

  • • OWASP ASVS Level 2 implementation
  • • SAST/DAST scanning (Semgrep, Trivy, OWASP ZAP)
  • • Secrets management (AWS Secrets Manager, Vault)
  • • Authentication & authorization (SSO, RBAC, ABAC)
  • • SOC 2, HIPAA, GDPR compliance frameworks
  • • Penetration testing and vulnerability assessment

Infrastructure & Operations

  • • Infrastructure as Code
  • • CI/CD security automation (GitHub Actions)
  • • Monitoring & observability
  • • Backup and disaster recovery
  • • Incident response and on-call support
  • • Performance optimization and scalability

Learn more

Deep dives into security, compliance, and production-grade software development for AI-built applications.

Complete Security Guide for lovable.dev Applications

A comprehensive guide to securing applications built with lovable.dev. Learn how to identify and fix common security vulnerabilities in AI-generated code, implement proper authentication, and prepare for production deployment.

Read more

From Prototype to Production: The Complete Checklist for AI-Built Applications

A comprehensive guide to transforming AI-generated prototypes into production-ready software. Learn what is missing from AI-generated code and how to systematically add security, scalability, monitoring, and operations.

Read more

Ready to make your app production-ready?

Schedule a consultation to discover what it takes to transform your AI-generated prototype into enterprise-grade software.

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