Blog
Product notes, engineering deep dives, and AI platform strategy.
Field note
Enterprise AI Guardrails: Passing Security Review Without Rebuilding
A practical enterprise rollout pattern for SSO, RBAC, PII controls, trace retention, and audit-ready AI operations.
security
governance
enterprise
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Field note
Production Routing Playbook: A Support Copilot at 40 QPS
A realistic rollout pattern for moving a support copilot from one expensive model to policy-based routing, cache, and fallback.
routing
support
finops
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Field note
RAG Quality Gates: Reducing Unsupported Answers in Knowledge Apps
How retrieval confidence, answerability checks, citations, and eval-backed routing reduce hallucination risk in production RAG.
rag
evals
quality
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Field note
Monetizing AI Apps: Usage, Seats, and Cost-to-Serve in One Stack
How an AI workflow product moved from free beta to paid plans by connecting usage billing, seat controls, routing cost, and margin reporting.
monetization
billing
platform
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