AI Diagnostic Agent Pro

Overview

The AI diagnostic agent is a chat sidebar accessible with Cmd+Shift+A. It can call Kubernetes tools to diagnose issues, explain errors, and suggest fixes.

Available Tools

The agent has access to the following Kubernetes tools:

• inspect_pod
• get_pod_logs
• list_resources
• get_yaml
• apply_yaml
• describe_resource
• get_events
• list_namespaces
• get_metrics
• search_memory
• save_memory

Human-in-the-Loop

Safety is built into the agent workflow:

• Read operations execute automatically
• Write operations (such as apply_yaml) require explicit user approval before executing
• Proposed changes are shown in a diff editor for review

Persistent Memory

The agent remembers past incidents across sessions:

• SQLite database with FTS5 full-text search
• Can save and search notes about your cluster
• Recalls past diagnostics and resolutions automatically

Right-Click AI

Right-click any log line and select "Explain with AI" for instant analysis of errors and warnings.

Supported Providers

Bring your own API key. Zero data leaves your machine.

• Anthropic (Claude)
• OpenAI (GPT)
• Google (Gemini)
• Google Cloud (Vertex AI)
• Local (Ollama)

Setup

1. Open Settings → AI tab
2. Paste your API key
3. Select a provider and model