Documentation
Explore our architecture standards, API integrations, and developer guides.
Getting Started
Welcome to the Sweedco Engineering Docs. We build on top of modern stacks including Next.js, React, Tailwind CSS, FastAPI, and Cloud Native services. Our systems emphasize observability, type safety, and minimal operational overhead.
AI Integration Standards
When designing AI/ML integrations, we prioritize caching, precise prompt budgeting, and clean error handling. Always fall back gracefully if an external API timeout occurs. For LLMs, prefer streaming responses to improve client-side INP/LCP metrics.
Data Pipeline Best Practices
All database migrations must be backwards-compatible. ETL operations should support idempotent retries. Observability alerts are wired directly to Slack/Discord to ensure low mean-time-to-resolution (MTTR).