LLM Architecture
Semantic Caching & Fallback Architecture for LLM Cost Optimization
A practical design for reducing LLM cost and latency with tenant-safe semantic caching, policy-aware model routing, and deliberate fallback paths.
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Practical lessons from production work.
Engineering guidance, product updates, and company news from the teams doing the work.
Real-Time ML
Event-Driven Data Pipelines for Real-Time Model Inference
How to move from business events to low-latency inference with durable streams, consistent features, controlled failure paths, and end-to-end observability.
Read insightAI Security
Enterprise Multi-Tenant Data Isolation in Cloud Vector Systems
A defense-in-depth approach to tenant-safe vector retrieval using identity-bound policy, isolation patterns, controlled embeddings, and negative security tests.
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