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.

Controlling outbound traffic from your Kubernetes cluster is critical for security, compliance, and audit requirements. This post covers Cilium Egress Gateway - a powerful open source solution built on eBPF.

In our previous post, we explored Advanced MCP Integration and how to connect your agent to external tools and data. But what if you need specialized expertise for specific tasks?

In our previous post, we looked at how Steering can provide persistent rules for your agents. But what if the agent needs to control the world?

Structure is great, but every team has its own “tribal knowledge”—naming conventions, preferred libraries, and security requirements that aren’t always obvious to a general LLM.

Istio provides a comprehensive service mesh solution with built-in ingress and egress gateway capabilities. This post explores how to leverage Istio’s gateway resources for controlling both inbound and outbound traffic in your Kubernetes cluster.