Teams at Ciridae, Ltd.

Own and deliver end-to-end production solutions: gather requirements, design architecture, implement frontend/backend/data, orchestrate LLMs/agents, perform production cutover, and define metrics. Interface with business stakeholders and operate in ambiguous, time-sensitive field contexts.

Build and ship AI-native full-stack applications: React/TypeScript frontends, Python/FastAPI backends, Postgres persistence, and LLM orchestration. Own prototype-to-production cycles, implement evals and observability, maintain plumbing, and engage customers directly to iterate features.