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The navbar button shows an attention badge when missions need your input.
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The navbar button shows an attention badge when missions need your input. For complex multi-project deployments, use the **Mission Control** wizard (accessible from the AI Missions panel).
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### What Can You Do?
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### How It Works
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1. Click **"AI Missions"** button (bottom right)
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2. Choose a mission type or describe your problem
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1. Click **"AI Missions"** button in the top navigation bar (or the floating button at bottom right)
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2. Choose a mission type, describe your problem, or open **Mission Control** for guided multi-step missions
Mission Control has been redesigned as a proper full-screen modal with a 3-step wizard: **Define Mission**, **Chart Course**, and **Flight Plan**.
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### Define Mission
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The first step collects your mission requirements:
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-**Mission Title**: Name your mission (e.g., "Production Security Compliance")
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-**Describe Your Solution**: Free-text description of what you want to deploy or fix
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-**AI Suggest**: Click the Suggest button to have AI auto-fill solution details based on your title
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### Cluster Selector (Phase 1)
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The **Target Clusters** section lets you scope missions to specific clusters:
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-**All clusters** (default) — AI analyzes your full fleet
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-**Click to scope** — Select individual clusters to target
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- AI will analyze only the scoped clusters, reducing token usage and focusing results
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### Selected Payload
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-**Add Manually** — Add CNCF projects, Helm charts, or custom resources as payload
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-**Click a project card** — View AI reasoning, install steps, dependencies, and alternatives
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- Projects and dependencies counter in the Mission Summary sidebar
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### Mission Editing Before Execution
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Missions can now be edited before they start executing. Review and modify the mission title, solution description, target clusters, and payload before committing to execution.
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### Draft Bug Reports
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The Contribute dialog now includes a **Drafts** tab alongside Submit and Updates, allowing you to save bug reports and feature requests as drafts before submitting them.
The Mission Explorer (formerly Mission Browser) has received significant UX improvements.
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### Kubara Platform Catalog
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**Kubara Platform Catalog** is now a built-in mission source alongside KubeStellar Community and GitHub Repositories. It provides curated platform missions for common infrastructure patterns.
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### Resizable Sidebar
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The Mission Explorer sidebar is now resizable, matching the main navigation sidebar behavior. Drag the edge to adjust the source panel width.
- Markdown runbooks provide narrative deployment guides
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- CNCF project references are automatically detected and linked
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### GitHub Repository Browsing Fixes
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Repository browsing has been improved with fixes for navigation, file listing, and content rendering when browsing missions directly from GitHub repositories.
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### Filtering and Discovery
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-**Class filter**: All, Fixer (troubleshooting missions)
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-**Tags filter**: feature, app-deploy, graduated, incubating, sandbox, and more
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-**Source filter**: Cluster, Community, custom
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-**Category filter**: All, Troubleshoot, Ingress, Sandbox, Repair, Custom
- Showing count of matching recommendations (e.g., "Showing 458 of 1087 recommendations")
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---
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## Multi-Project Selection (New in April 2026)
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The **All Projects** dropdown in the navbar now supports multi-project selection:
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- Filter the entire dashboard by one or more CNCF projects
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- When projects are selected, only cards and data relevant to those projects are displayed
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- Quick "All" filter toggle to show everything
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- Project selection persists across page navigation
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---
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## Karmada Ops Dedicated Page (New in April 2026)
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Karmada Ops now has its own dedicated page in the sidebar navigation, separate from the Multi-Tenancy dashboard.
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### Karmada Fleet Overview
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-**Karmada card**: Cluster count, ready/failed status, member clusters with search, resource bindings
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-**KubeRay Fleet card**: Ray clusters, workers, GPUs, jobs with per-cluster breakdown
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-**Activity Trail**: Recent operations timeline
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-**Serving Endpoints**: Service status across regions with upgrade pending indicators
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### Member Cluster Details
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Each member cluster shows:
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- Version and sync status
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- Node and pod counts
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- GPU allocation per cluster
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- Ready/pending state indicators
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---
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## Security Hardening (New in April 2026)
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### JWT HS256-Only Enforcement
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JWT token validation now strictly enforces HS256 algorithm only, preventing algorithm confusion attacks. Tokens signed with other algorithms are rejected.
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### JWT URL Leakage Prevention
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JWT tokens are no longer included in URLs or query parameters. All token transmission uses HTTP-only cookies or Authorization headers, preventing token exposure in server logs and browser history.
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### WebSocket Authentication Hardening
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WebSocket connections now require authentication on every connection and reconnection:
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- Initial connection validates the JWT before upgrading to WebSocket
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- Reconnection after disconnection re-validates credentials
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- Expired tokens during an active WebSocket session trigger a graceful disconnect with re-authentication prompt
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### CNCF Incubation Readiness
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The project has been prepared for CNCF incubation with:
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-**Governance documentation**: GOVERNANCE.md, SECURITY.md, and OWNERS files
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-**Security self-assessment**: Comprehensive security self-assessment following TAG-Security guidelines, including architecture diagrams
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-**Roadmap**: Public roadmap document for transparency
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-**TAG-Security submission**: Self-assessment submitted to CNCF TOC (cncf/toc#2106)
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---
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## Custom Card External Data (New in April 2026)
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### useCardFetch Hook
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A new `useCardFetch` React hook enables custom cards to fetch data from external APIs:
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- Declarative data fetching with automatic loading, error, and refresh states
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- Built-in caching and deduplication to prevent redundant requests
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- Compatible with the card lifecycle (pause fetching when card is collapsed, resume on expand)
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### Card Proxy with SSRF Protection
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Custom cards that need to fetch external data go through a server-side proxy that includes SSRF (Server-Side Request Forgery) protection:
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- Allowlist-based URL validation
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- Private IP range blocking (10.x, 172.16-31.x, 192.168.x, localhost)
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- Rate limiting per card per user
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- Request timeout enforcement
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---
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## CI and Quality Improvements (New in April 2026)
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### Post-Build Safety Checks
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Five automated safety checks run after every build to catch regressions:
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1.**Bundle size check** — Fails if the production bundle exceeds the size threshold
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2.**TypeScript strict mode** — Verifies no `any` types leaked into the build
5.**Console.log audit** — Flags stray console.log statements in production code
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### Post-Merge Playwright Verification
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After PRs merge to main, an automated Playwright test suite runs to verify end-to-end functionality:
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- Smoke tests for critical user flows (login, dashboard load, card interactions)
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- Screenshot comparison for visual regression detection
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- Results posted as GitHub check status on the merge commit
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### AI Quality Assurance
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Five ratcheted AI antipattern checks prevent common code quality issues:
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1.**Magic numbers** — All numeric literals must be named constants
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2.**Array safety** — All array operations must guard against undefined
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3.**Unsafe type assertions** — Two-value form required for type assertions
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4.**Hardcoded strings** — User-facing strings must use constants or i18n
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5.**Missing error handling** — Async operations must have try/catch or .catch()
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The ratchet mechanism ensures the count of violations never increases — new code must not introduce new violations, while existing violations are tracked and reduced over time.
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---
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## UX Improvements (New in April 2026)
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### Visit Streak and Rotating Tips
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The dashboard now tracks your visit streak and displays rotating tips:
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-**Visit streak counter**: Shows consecutive days you have used the console
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-**Rotating tips**: Context-aware tips that cycle through useful features and shortcuts
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- Tips are personalized based on which features you have and have not used
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### Hover Tooltips for Technical Abbreviations
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Technical abbreviations throughout the console now show explanatory tooltips on hover:
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- Abbreviations like OPA, RBAC, CRD, CSI, CNI, SPIFFE show their full names
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- First-time users can learn Kubernetes terminology without leaving the console
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- Tooltips are unobtrusive and only appear on hover
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### Card Shadows in Light Mode
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Card shadow rendering has been fixed in light mode themes:
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- Cards now display proper depth shadows in all light themes
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- Shadow intensity scales with the theme's brightness level
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- Consistent shadow appearance across KubeStellar, Nord, and Tokyo Night light variants
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### Touch Target Accessibility
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All interactive elements now meet WCAG 2.1 AA touch target requirements:
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- Minimum 44x44px touch targets for all buttons, links, and interactive elements
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- Improved tap accuracy on mobile and tablet devices
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- Sidebar icons, card action buttons, and toolbar items all meet the standard
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### Landing Pages Lightweight Shell
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Landing pages (login, onboarding) now use a lightweight shell that loads faster:
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- Reduced JavaScript bundle for unauthenticated pages
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- Faster time-to-interactive for first-time visitors
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- Core dashboard code is not loaded until after authentication
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### Solution Missions Renamed to Fixer
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"Solution missions" in the Mission Explorer have been renamed to **Fixer** missions for clarity:
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- The "Solution" class filter is now "Fixer"
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- Fixer missions focus on troubleshooting and remediation
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- Naming aligns with the mission categories: Installer, Fixer, Custom
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---
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## Adopter Ecosystem (New in April 2026)
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Three new projects have been added as adopters of KubeStellar Console:
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### KitOps
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KitOps provides ModelKits for packaging and sharing AI/ML models. The console includes a KitOps card for monitoring ModelKit deployments across clusters.
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### Easegress
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Easegress is a cloud-native traffic orchestration system. The console provides monitoring cards for Easegress traffic routing, pipeline status, and filter chain health.
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### Cadence
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Cadence is Uber's workflow orchestration engine. The console includes cards for monitoring Cadence workflow domains, task lists, and worker health across clusters
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---
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## 3D Globe Visualization Refresh (New in March 2026)
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