> ## Documentation Index > Fetch the complete documentation index at: https://docs.agentkube.com/llms.txt > Use this file to discover all available pages before exploring further. # Changelog > Updates and improvements to Agentkube ## Release v0.0.13 - Feb. 28, 2026 **🚀 New Features & Fixes** * **Log Viewer with LogQL Query Builder**: Added log viewer with structured LogQL query builder for enhanced log exploration and analysis * **Built-in Browser Use**: Integrated in-app browser feature for seamless web interactions without leaving the IDE * **Improved LLM Tool Capabilities**: Enhanced deep agent functionality for more autonomous and comprehensive investigations * **Additional LLM Provider Support**: Expanded support for more LLM providers to give users greater flexibility * **Enhanced Resource UI**: Improved resource tooltips and tagging across the interface for better resource management * **Integrated Terminal Stability**: Fixed connection handling and improved overall stability of the integrated terminal * **Chat Session Storage**: Resolved persistence and state management issues for reliable chat history * **Open Source Migration Complete**: Removed user authentication and session management as part of full migration to open source infrastructure *** ## Release v0.0.12 - Dec. 7, 2025 **🚀 New Features & Fixes** * **Linux ARM64 Support**: Added support for ARM architecture on Linux (DEB and RPM packages) * **Authentication Failure Fixes**: Improved stability across sign-in flows; reduced false login failures on macOS & Windows * **Logout Glitch Resolved**: Fixed bug where users occasionally couldn't log out or got stuck in an invalid session state * **16 Themes Added (Early Preview)**: New color schemes introduced as part of the ongoing theme system migration * **Theme Mismatch Issues Patched**: Temporary fixes applied to prevent broken or inconsistent UI themes during the migration *** ## Release v0.9.1 - Nov. 30, 2025 **🚀 New Features & Fixes** * **Custom Drift Analysis Component**: Purpose-built component for precise configuration drift detection across resources * **Agent-Drift Integration**: Agent now integrates directly with Drift Analysis to automatically surface and explain drift within investigations and workflows * **Deep Investigation Pipeline**: Fixed parsing issues in the deep investigation pipeline to ensure reliable extraction *** ## Release v0.9 - Nov. 10, 2025 **🚀 New Features & Fixes** * **Drift Analysis**: Monitor and detect configuration drift in your Kubernetes resources * **Human in the Loop - Agentic Workflow**: Enhanced agentic workflows with human approval checkpoints * **Improved Background Investigation Task (Deep Investigation)**: *Experimental* Enhanced deep investigation capabilities for comprehensive cluster analysis * **BYOK and BYO-LLM Support**: Bring Your Own Key and Bring Your Own LLM support now available for Pro plans * **Fall-back Model Support**: Added fall-back model support for MacOS for improved reliability * **Improved Agent Tooling**: Enhanced agent capabilities with better tool integrations * **ArgoCD Integration**: Native ArgoCD integration for GitOps workflow management * **GenUI Components**: Added GenUI components for Agentkube assistant interface * **Kubernetes Resource Recommender**: Integrated resource recommender for optimal resource allocation *** ## Release v0.8 - Oct. 13, 2025 **🚀 New Features & Fixes** * **Attack Path Visualization**: Added for Deployments, DaemonSets, StatefulSets, Jobs, and CronJobs * **Cluster Workspace Management**: Organized multi-cluster workflows for better project management * **Table Column Filters**: Faster, focused data views with customizable filtering * **Short Demos**: Embedded in advanced feature sections for better user guidance * **Recently Connected Cluster**: Now pinned to the top for quick access * **Persist Last Visited Page**: Per cluster for seamless continuity across sessions * **Real-time Workload Refresh**: Up-to-date status monitoring for all workloads * **One-click Metrics Server Installation**: Simplified metrics setup process * **Fixed Trivy Installation Issues**: Resolved compatibility and installation problems * **Mini Editor**: Added to bottom right corner with templates and tabs support *** ## Release v0.7 - Sept. 29, 2025 **🚀 New Features & Fixes** * **Import Cluster Button**: Added on the Home page for easier cluster management * **Health Check System**: Comprehensive system health monitoring * **Splash Screen**: Enhanced startup experience with loading indicators * **Fixed Path Issues**: Resolved kubectl and Helm tooling paths for imported clusters * **Fixed Kubeconfig Parsing**: Eliminated upload errors, now loads kubeconfig from home page * **Fixed Authentication Issues**: Resolved continuous loading problems * **Fixed Settings Loading**: Settings now properly load on startup * **Fixed Input Lag**: Users can now type while responses are generating during streaming * **Optimized Large Tool Output**: 1000+ line outputs no longer freeze the UI * **Eliminated Message Re-renders**: Chat history only updates when content changes * **Output Truncation**: Added "show more" functionality for better performance on large responses * **Improved Auto-scroll**: Prevents DOM thrashing during streaming * **User-side Recon Mode**: Prevents user operations (CREATE, UPDATE, DELETE, PATCH) when enabled, allowing only read-only operations * **Grype Image Vulnerability Scanning**: Added comprehensive image security scanning * **Log Analyzer and Event Analyzer**: Added agents for enhanced cluster analysis *** ## Pre - Release v0.6 - Sept. 20, 2025 **🚀 New Features & Fixes** * **Investigation Tasks**: *Beta* Agents automatically investigate issues in the background, analyzing resource states, cluster activity, dependencies, and alerts to discover root causes * **Recon Mode**: Run Agents in read-only access for safe exploration, audits, compliance checks, and troubleshooting * **Out-of-the-Box Plugins**: Preloaded with essential plugins like OpenCost, Trivy, and Kubernetes Linting for instant monitoring, cost visibility, and security scanning * **Deep Tool Integrations**: Native integrations with Trivy, OpenCost, Prometheus, Datadog, New Relic, SigNoz, Loki, Tempo, Grafana, ArgoCD, Alertmanager, Docker, and GitHub * **MCP Marketplace**: Built-in MCP Marketplace inside the IDE for easy plug-and-play usage without manual configuration * **Context Settings for Agents**: Fine-tune Agent operations with custom rules for resource filtering, namespace skipping, and operational governance * **Workflows with KubeSpotlight**: Spotlight-driven workflows for seamless cluster navigation, resource description, and direct command execution * **Custom LLM API Keys**: Support for bringing your own keys (OpenAI, Anthropic, Google, Azure, AWS Bedrock) * **Enhanced Authentication**: Changed authentication mechanism - redirects to browser * **Telemetry Panel**: View CPU, Memory, Disk, and Network usage metrics directly from the resource panel * **Minimal Monitoring**: Added monitoring overview support for kube-prometheus-stack *** ## Release v0.4 - May 28, 2025 **🚀 New Features & Fixes** * **PromQL Spotlight**: Allows users to query Prometheus metrics and execute them directly from the spotlight interface. * **Latest Anthropic Models**: Added support for `claude-sonnet-4` and `claude-opus-4` for enhanced AI capabilities. * **Context Memory**: Added context memory to AI agent for improved conversation continuity and better understanding of previous interactions. *** ## Release v0.3 - May 25, 2025 **🚀 New Features & Fixes** * **MCP Server Management**: Added ability to switch between MCP servers directly through Kube Spotlight * **MCP Server Toggle**: Implemented enable/disable functionality for MCP servers * **Agent Response Streaming**:Fixed stream close handling issues to prevent connection leaks and improve agent response reliability. *** ## Release v0.2 - May 15, 2025 **🚀 New Features & Fixes** * **KubeSpotlight Tab Completion**: Added Kubernetes shortcuts on tab press for improved user experience. * **License Key Handling**: Fixed error handling for license key reactivation scenarios. * **Context Switcher**: Kubernetes Context switching from spotlight. **📗 Documentation** * **License Key Management**: Added comprehensive documentation for subscription license keys. * **Custom API Keys**: Added documentation explaining how to configure and use custom provider API keys. *** ## Release v0.1 - May 9, 2025 **🚀 New Features & Fixes** * **Windows Support Expanded**: Full support for Windows x64, x86 (32-bit), and ARM architectures. * **Terminal Fixes for Windows**: Resolved compatibility issues with terminal rendering and input on Windows systems. * **Collapsible Sidebar Shortcut**: Added a new shortcut to toggle the sidebar for improved navigation. * **KubeSpotlight Shortcut Fix**: Fixed shortcut inconsistency affecting KubeSpotlight command access. **✨ Improvements** * **KubeSpotlight Command Handling**: Now resets the previous output before executing a new command for clearer and more intuitive interactions. **📗 Documentation** * Add docs about MCP Compatibility *** ## Release v0.0 - May 3, 2025 **✨ Major improvements** * **Desktop IDE**: Transitioned from a web application to a high-performance desktop IDE built with Rust, offering enhanced speed and native system integration. * **Talk to Cluster**: Introduced feature enabling users to interact with their Kubernetes clusters through an AI agent. * **Model Context Protocol (MCP) Support**: Integrated support for MCP, allowing seamless connection between the IDE and external tools or data sources to provide context to LLMs. * **Multiple MCP Servers**: Added capability to connect with multiple MCP servers simultaneously. * **LLM Model Comparison**: Implemented feature enabling users to evaluate and compare different language models within the IDE. **🔌 Plugins & Integrations** * **OpenCost Plugin**: Added support for cost monitoring and optimization in Kubernetes environments. * **Trivy Vulnerability Scan**: Implemented plugin support for enhanced security assessments of container images. **✨ Improvements** * User Subscription Fixes for individual and team plans ***