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Trust is the most important consideration when you connect AI assistants to real tools. While MCP containerization provides strong isolation and limits the blast radius of malfunctioning or compromised servers, we’re continuously strengthening trust and security across the Docker MCP solutions to further reduce …
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For most developers, getting started with AI is still too complicated. Different models, tools, and platforms don’t always play nicely together. But with Docker, that’s changing fast. Docker is emerging as essential infrastructure for standardized, portable, and scalable AI environments. By bringing composability, …
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Embeddings have become the backbone of many modern AI applications. From semantic search to retrieval-augmented generation (RAG) and intelligent recommendation systems, embedding models enable systems to understand the meaning behind text, code, or documents, not just the literal words. But generating embeddings comes …
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Do you know who managed to cut costs by a staggering 90% by abandoning microservices for a monolith in May 2023? Not a cash-strapped startup or an indie project—Amazon itself, for its Prime Video service. The same AWS that earns billions every year by selling microservices infrastructure admitted that, sometimes, a …
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On November 24, 2025, Docker Hardened Images resolved CVE-2025-12735 in the Kibana project, which is the visualization and user interface layer for Elasticsearch. This CVE is a critical remote code execution vulnerability that scored 9.8 on the CVSS scale. While images from other hardened image vendors were still …
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