Every product follows the same engineering principles.
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AI-Native Architecture
Every product is built around a 10-agent AI pipeline — researcher, planner, architect, developer, tester, security reviewer, and more. Research-first, design-first, test-first.
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Production-Grade from Day 1
JWT auth, rate limiting, audit logging, RFC 7807 errors, structured tracing, 80%+ test coverage. Not prototypes — real products with real users.
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Cloud-Native & Cost-Efficient
Google Cloud Run with scale-to-zero, Supabase PostgreSQL, ephemeral containers. Pay only for what you use. Zero idle cost.