Kube-OVN is an open source Kubernetes CNI based on Open vSwitch that provides enterprise-grade networking features including Egress Gateway and Floating IP - completely free and open source. This post explores Kube-OVN’s egress capabilities as another robust open source alternative.

In the age of AI-assisted coding, one problem keeps surfacing: AI doesn’t follow instructions. OpenSpec changes that by introducing spec-driven development—a disciplined workflow where specifications are written before code is generated.

If you’ve spent any time working with AI coding assistants, you’ve probably encountered context rot — that moment when your AI session loses track of what it’s doing, starts hallucinating, or produces code that doesn’t match the original plan. The more complex the task, the faster things spiral.

Modern AI-powered IDEs like Kilo Code, Cursor, Windsurf, and GitHub Copilot have introduced a new vocabulary: agents, skills, rules, contexts, and workflows. But what do these terms actually mean, and how do you use them effectively?

Antrea is an open source Kubernetes CNI based on Open vSwitch that provides advanced networking features including Egress Gateway - completely free and open source. This post explores Antrea’s egress capabilities as a true open source alternative.

One of the most powerful features of Kilo Code is its ability to understand your entire codebase semantically—not just through keyword matching, but by grasping the actual meaning and relationships in your code.

In our previous post, we explored Parallel Agents and the Agent Manager. But with great power comes great risk—what happens when an AI agent makes a mistake that breaks your entire application?

For years, AI coding assistants worked the way a single intern would: one task at a time, one conversation at a time, one file at a time. You asked a question, waited for an answer, then asked the next one. Sequential. Linear. Slow. In 2026, that model is dead.

Welcome to the final installment of our Kilo Code Deep Dive series. Throughout this journey, we’ve explored installation, Qwen integration, Modes, Indexing, Spec-Driven Development, Steering, MCP, and Skills.

The AI agent landscape in 2026 is crowded, noisy, and full of promises. Two names keep surfacing in developer conversations: OpenClaw and Hermes Agent. Both claim to be the autonomous assistant that finally bridges the gap between AI reasoning and real-world execution. Both are open-source. Both run locally. Both connect to messaging platforms.