Jan 11, 2026
Building Production-Grade Chat Interfaces: Best Practices for Streaming, Blocks, and Confidence
Building a chat interface that feels magical, with smooth streaming, structured outputs, and real-time confidence indic
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Older field notes.
More writing from the work, engagement notes, data tools, and operational details from across the practice.
Dec 30, 2025
BEIR Benchmarking Results: How RankSaga Optimized Embedding Models for Superior Information Retrieval
In the rapidly evolving field of information retrieval and semantic search, embedding models serve as the foundational
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Dec 28, 2025
Teaching AI to Count: The Breakthrough in State Tracking for Language Models
The transformer architecture has revolutionized artificial intelligence, powering everything from code generation to la
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