Blog Posts | Joshua Berkowitz

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Modular Architecture and LoRA Supercharge Semantic Routing Efficiency

Semantic routing has historically hit a wall when scaling to new classification tasks. Each new intent or filter often required an additional heavy machine learning model, driving up computational cos...

cloud-native Flash Attention LoRA machine learning modular architecture multilingual models Rust semantic routing

Oct 27, 2025

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Docker MCP Catalog - Setting a New Standard for Secure AI Tool Discovery

Developers have quickly gravitated toward the Model Context Protocol (MCP) ecosystem, but the surge in adoption has raised urgent questions about security. Running unverified MCP servers using methods...

AI security cloud-native containerization developer tools Docker MCP server discovery

Aug 7, 2025

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