ENGINEERING BENCHMARKS

Security & Architecture Standards

System Integrity, Cryptographic Protocols & Reliability Standards

Data Encryption & Transport

TLS 1.3 encryption for all data in transit. AES-256 encryption at rest across databases, vector indices, and cloud backups.

AI Pipeline Isolation

Multi-tenant namespace isolation, strict tenant access controls, and zero public model training on proprietary client data.

Identity & RBAC

Stateless JWT authentication with secure HTTP-only cookie storage, salted argon2/bcrypt hashing, and role-based permissions.

Resilient Infrastructure

Containerized environments with Docker, automated edge routing via Cloudflare/Vercel, and automated DDoS mitigation.

01.Codebase Integrity & Static Analysis

Every software system engineered by Fullness Labs undergoes automated security and syntax enforcement prior to deployment:

  • Strict Type Safety: 100% TypeScript coverage with strict compiler modes to eliminate runtime type corruption and unhandled edge cases.
  • Automated Dependency Auditing: Continuous automated vulnerability scanning of npm/Node.js packages via Snyk and GitHub Dependabot alerts.
  • Zero Hardcoded Secrets: Environment isolation enforced with runtime secret rotation and encrypted secret managers.

02.AI System Security & RAG Governance

For artificial intelligence pipelines, vector databases, and LLM orchestration:

  • Prompt Injection Defense: Input sanitization and heuristic boundary filters on all user prompts before forwarding to LLM completions.
  • Vector Embedding Isolation: Tenant-specific partitioning keys ensure vectors cannot be queried across tenant boundaries.
  • Model Fallback Handlers: Resilient exponential backoff and secondary model switching to guarantee 99.9% pipeline availability during upstream outages.

03.Database Architecture & Backups

Relational and document storage architectures are configured with production durability:

  • Automated Snapshots: Daily encrypted snapshot backups with point-in-time recovery (PITR).
  • Schema Migration Validation: Safe schema evolution using transactional migrations and dry-run verifications.
  • Parameterized Queries: Full ORM/ODM query sanitization to render SQL/NoSQL injection impossible.

04.Responsible Disclosure Protocol

If you believe you have identified a potential security vulnerability within any Fullness Labs platform or open-source utility, we appreciate your responsible disclosure.

Vulnerability Reporting Channel

Email: [email protected]

Response SLA: Under 24 hours for critical architectural reports