Docker Blog | App Development News and Thought Leadership | Docker

We’re excited to share that Docker Model Runner is now generally available (GA)! In April 2025, Docker introduced the first Beta release of Docker Model Runner, making it easy to manage, run, and distribute local AI models (specifically LLMs). Though...

In the recent article, Building Isolated AI Code Environments with Cerebras and Docker Compose, our friends at Cerebras showcased how one can build a coding agent to use worlds fastest Cerebras’ AI inference API, Docker Compose, ADK-Python, and MCP servers...

Since its release by Anthropic in November 2024, Model Context Protocol (MCP) has gained massive adoption and is quickly becoming the connective tissue between AI agents and the tools, APIs, and data they act on.
With just a few lines of configuration, an agent can search code, open tickets, query SaaS systems, or even deploy infrastructure. That kind of flexibility is powerful but it also introduces new security challenges. In fact, security researchers analyzing...

That study claiming “95% of AI POCs fail” has been making the rounds. It’s clickbait nonsense, and frankly, it’s not helping anyone. The real number? Nobody knows, because nobody’s tracking it properly. But here’s what I do know after years of watching...