AI & ML
Designing Production-Grade RAG Pipelines for Enterprise Knowledge
How we architect retrieval, ranking, and guardrails for AI systems that ship to thousands of internal users.
Jun 18, 2026 8 min read
Engineering notes, product playbooks, and field-tested thinking from the team.
How we architect retrieval, ranking, and guardrails for AI systems that ship to thousands of internal users.
Lessons from launching tokenized assets, on-chain identity, and high-throughput L2 dApps for fintech clients.
Why we standardized on TanStack Start, edge runtimes, and typed RPC — and how it accelerates delivery.
Module federation, offline-first sync, and performance budgets that survive contact with real users.
The Singul8 playbook for compressing the timeline between idea and a production launch without cutting corners.
A practical framework for measuring quality, safety, and cost in agentic workflows before they hit production.