Blog Posts | Joshua Berkowitz

4 Articles

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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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IBM’s New DataPower Nano Gateway and API Developer Studio Empower Agentic AI

APIs are the invisible engines of digital transformation, connecting applications, driving automation, and enabling AI-powered services. As organizations race to modernize, the need for rapid, secure,...

agentic AI API governance API management automation cloud-native DataPower developer tools hybrid integration

Oct 10, 2025

0 1419

Bitnami Restrictions Upend Open Source: How Docker Makes Migration Easy and Secure

The open source and cloud-native community is facing a major shakeup. Bitnami, once a reliable provider of prebuilt container images and Helm charts, is putting most of its content behind a paywall. O...

Bitnami cloud-native compliance container images Docker migration open source security

Sep 14, 2025

0 7205

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

0 3465

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