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bluenotebook.io

Ruminations of a data scientist turned engineer. I like talking about LLMs, deep learning, engineering and data engineering.

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Latest posts

Does a context gate for search agents actually work?

Testing context gating on BrowseComp-Plus. A cheap label-free gate cuts a search agent's input tokens 1.4x, gate costs included, no detectable accuracy change.

Which H100 instance to train Nanochat

Benchmarking H100 PCIe vs SXM vs NVL on training cost, step times, and NCCL profiling to find the cheapest GPU configuration for Nanochat

Why Model Context Protocol (MCP)?

Enabling endless capabilities for LLMs

Making LLM workflows human friendly

Validate the data as it streams, don't make your users wait.