Engineering Standards
Production-ready architecture, security, and observability built into every engagement.
Architecture & Delivery
Frontend
- •TypeScript, React/Next.js
- •SSR/ISR, Core Web Vitals budgets
- •Streaming SSR
Platform
- •Edge/CDN distribution
- •IaC (Terraform), GitOps CI/CD
- •Canary releases, SLOs with error budgets
- •OpenTelemetry tracing
Data
- •OLTP/OLAP split
- •CDC (e.g., Debezium)
- •Lakehouse + dbt
- •Event-driven pipelines
AI/ML
- •Retrieval-augmented generation (hybrid dense/sparse)
- •Vector stores
- •Prompt/version control
- •Offline evals (RAG-as-data)
- •Guardrails for safety/PII
Security
- •Zero-trust architecture
- •SSO/OIDC/SCIM
- •Secrets management
- •Least-privilege access
- •Audit logging
- •Compliance-ready SDLC and data processing addendum