Want to run AI-powered code search without sending your proprietary code to the cloud? This tutorial shows you how to set up Retrieval-Augmented Generation (RAG) using Docker Model Runner and cagent.
Your agent can access your codebase, but can't load it all into context—even 200K tokens isn't enough. Without smart search, it wastes tokens loading irrelevant files.
The 2026 State of AI Agents Report details a major transition as organizations shift from experimental pilots to autonomous production systems.
Wellness
Everyone's sharing how they 10x'd their startup with AI. Nobody's sharing how they skipped another meal, ignored another headache, postponed another checkup. The highlight reel is lying to you.
2026 promises to be transformative. Organizations now run 20+ clusters across 5+ cloud environments. 55% have adopted platform engineering in 2025. 58% are running AI workloads on K8s. Docker made 1,000+ hardened images free. 5 trends that will dominate K8s in 2026—and what they mean for your infra.
Build a beautiful web dashboard for your Tapo CCTV cameras using Docker Compose, tapo-rest API, and vanilla JavaScript - control your cameras from any browser in 15 minutes.
CrashLoopBackOff is Kubernetes telling you: "I've tried restarting your container multiple times, but it keeps failing, so I'm giving up temporarily."
How a November 2024 Launch Became the "USB-C for AI" in Just 12 Months
What if securing your containers was as simple as changing one line in your Dockerfile? Docker Hardened Images—now free for everyone—delivers zero-CVE base images and 95% smaller (distroless approach) while maintaining full compatibility with your existing workflows.
Docker Sandboxes lets AI coding agents like Claude Code run safely in isolated containers. Get full autonomy without compromising your localhost security. Docker Desktop 4.50+
Ever seen "Compacting our conversation so we can keep chatting..." in Claude? It's not a bug—it's a feature that lets you have 100k+ token conversations without losing context. Here's how to leverage it for complex Docker and AI projects. 🧵
A comprehensive deep dive into GPU orchestration in Kubernetes — from device plugins and the GPU Operator to advanced sharing strategies like MIG, MPS, and time-slicing. Learn how to schedule, monitor, and optimize GPU workloads for AI/ML at scale.
