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Getting Started with NeuralDesk AI Ops Dashboard

Last updated on 2026-04-05

NeuralDesk -- AI Operations Dashboard is a production-ready Next.js template for building a complete AI/LLM operations management platform. It includes 13 screens covering model monitoring, prompt management, usage analytics, error tracking, and a prompt playground -- all built with Tailwind CSS v4 and shadcn/ui.

What's Included

  • 13 pages -- dashboard, models, prompts, usage, logs, errors, playground, team, settings, and auth
  • 2 route groups -- (app) for the main AI ops dashboard, (auth) for login, signup, and forgot password
  • Light & dark mode -- oklch design tokens with purple/violet AI ops theme (hue 285)
  • Recharts 3 dashboards -- token usage charts, cost breakdowns, latency trends, error frequency graphs, and model comparison visualizations

Prerequisites

  • Node.js 18.17 or later
  • pnpm (recommended) or npm
  • A code editor -- VS Code recommended

Quick Start

# 1. Clone the repository (use the URL from your purchase email)
git clone <your-repo-url> neuraldesk-ai-ops-dashboard
cd neuraldesk-ai-ops-dashboard

# 2. Install dependencies
pnpm install

# 3. Start the dev server
pnpm dev

Open http://localhost:3000 to browse the AI ops dashboard.

Kit Overview

Area Screens Key Features
Dashboard 1 Model performance stats, token usage chart, cost tracking, latency trends, recent activity feed
Models 1 Model registry, deployment status, version history, performance comparison
Prompts 1 Prompt library, templates, version history, A/B test results
Usage 1 Token usage analytics, cost breakdown by model, usage trends, budget alerts
Logs 1 Request/response logs, latency, token counts, status filtering, search
Errors 1 Error tracking, error types, frequency charts, resolution status
Playground 1 Test prompts against models, compare outputs, parameter tuning
Team 1 Team members, roles, permissions, API key management
Settings 1 General configuration, model defaults, notification preferences
Auth 3 Login, signup, forgot password
Root 1 Landing/redirect page

Tech Stack

Technology Purpose
Next.js 16 React framework with App Router
React 19 UI library
Tailwind CSS v4 Utility-first styling with oklch tokens
shadcn/ui v4 Component primitives (@base-ui/react)
Recharts 3 Dashboard and analytics charts
date-fns Date formatting and utilities
Lucide React Icon library
next-themes Dark mode support

Next Steps

Next

Installation