Search Architecture
Web Retrieval API Design Principles for LLMs
Models fail on stale data, not reasoning power.
Mirela Ostrowski
· 12 min read
AI Data Architecture Review — Page 4
Search Architecture
Full Pipeline Ownership vs. Third-Party API Wrapping
Building your pipeline beats wrapping APIs when retrieval quality matters.
Priya Subramaniam11 min read
Features
Factuality Decay in LLMs Without Live Web Grounding
Models trained on static data confidently fabricate facts that have changed since their training.
Mirela Ostrowski12 min read
