The power of a single prompt engineering.
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22.11.2025 21:06
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During this active 5-minute window, llama.cpp's KV cache functionality is fully operational, reusing cached prompt tokens automatically across requests with similar prefixes.
Docker Model Runner uses llama.cpp as the inference engine running as a native host process, loading the requested model on demand and performing inference on received requests Docker. Models are loaded into memory on demand and unloaded after 5 minutes of inactivity.
Yes, Token caching through llama.cpp's KV cache works automatically in Docker Model Runner - no configuration needed!
E2B provides secure cloud sandboxes for agent execution while Docker secures tool access via MCP Gateway/Catalog
This partnership aims to build trusted AI stack, ensuring secure agent operations & verifiable connections, accelerating AI development.
www.docker.com/blog/docker-...
Exploring new tools for running AI agents directly from the terminal.
$ brew install cagent
Clean, simple, and fast — worth a look.
If you’re attending Gitex 2025 Dubai, then let’s catch up. Do check out our co-ordinate and let’s meet in-person.
Treat AI applications as distributed systems, containerizing components and factoring in security/compliance from the start, rather than simple prompts.
Docker aims to democratize AI Agent development by providing standardized packaging and a trusted ecosystem (MCP Toolkit & Catalog) to simplify building, sharing, and securing them.
Docker offers resources like the MCP Catalog, Docker Desktop with MCP Toolkit, and the cagent repo to help developers build and secure AI agents.
Docker Model Runner (DMR) is built for developers first, making it easy to pull, run, and distribute large language models (LLMs) directly from Docker Hub (in an OCI-compliant format) or HuggingFace (if models are available in the GGUF format)
www.docker.com/blog/announc...
🎉 New in Docker Desktop: The Models view now includes a Docker Hub tab!
Browse and discover AI models directly from the ai/ namespace without leaving your desktop. One-click access to the models you need 🚀
#DockerDesktop #AIModels #DeveloperTools
AI doesn't have a "personality" - it's entirely shaped by the system prompt.
A Curated List of MCP Servers, Clients and Toolkits
github.com/collabnix/aw...
Community is strength. Yet another exciting Meetup with 140+ folks at AI Agents Day with FAI and Docker @Meetup
It was fun delivering a talk on How @docker.com is revolutionising the MCP landscape at First America (India) office at Indiranagar Bengaluru last Saturday.
If you're in Shenzhen, China this month, don't miss out this exciting Cloud-Native AI Day event in collaboration with NVIDIA , @docker.com , Kong, WasmEdgeRunTime and @seeedstudio.com
Register here: www.meetup.com/shenzhen-doc...
Cogitator is a Python toolkit for experimenting and working with chain-of-thought (CoT) prompting methods in large language models (LLMs). CoT prompting improves LLM performance on complex tasks (like question-answering, reasoning, and problem-solving).
github.com/habedi/cogit...
Seattle, we’re taking over MoPOP.
Docker AI Hub is launching in style on May 19 — live demos, dev tools, music, giveaways, and legendary exhibits.
Don’t miss the most creative dev event of the year.
RSVP now: docker.com/c/mcp-at-mopop/
#Docker #AI #MoPOP #MicrosoftBuild
Let’s get Docker Desktop running on this thingy!
As someone who lives and breathes containers, I was curious how Docker would perform on this edge device, especially for AI workloads.
Here’s my journey of getting Docker Desktop up and running on the Jetson Orin Nano Super.
Now in beta with Docker Desktop 4.40, Docker Model Runner makes it easier for developers to run AI models locally. No extra setup, no jumping between tools, and no need to wrangle infrastructure.
www.docker.com/blog/docker-...
A Model Context Protocol (MCP) server for interacting with the Datadog API.
github.com/GeLi2001/dat...
Docker helps developers bring their ideas to life by conquering the complexity of app development. Want to know how? Join our vibrant community launchpass.com/collabnix
Zapier MCP gives your AI assistant direct access to over 8,000+ apps and 30,000+ actions without complex API integrations.
zapier.com/mcp
It was fun demonstrating the power of Docker AI Agent and Model Context Protocol at Cloud-Native LLMOps Day event at Microsoft office Organized in collaboration with Snowflake and LocalStack.
🚀 Finally, the wait is over! 🚀
Docker is now officially on @bsky.app! 🐳💙
Follow us for the latest updates on containers, DevOps, and all things Docker. Let's build the future together! 🔥 #Docker #BlueSky #DevOps #Containers
Good News for #developers: Docker Bake goes GA with the latest release.
Bake’s ability to parallelize and deduplicate work ensures faster and more efficient builds.
www.docker.com/blog/ga-laun...
github.com/isd-project/...
Simplify systemd management with isd! isd is a TUI offering fuzzy search for units, auto-refreshing previews, smart sudo handling, and a fully customizable interface for power-users and newcomers alike.
