Snap Developer Dock

Product Introduction

1. Definition: Snap Developer Dock is a persistent floating desktop application (technical category: developer productivity tool) that overlays any workspace. It integrates directly with AI coding assistants like Claude, Cursor, and Codex.
2. Core Value Proposition: Eliminates context switching during AI-assisted development by centralizing screenshot annotation, prompt refinement, voice input, and environment management in one always-accessible toolbar.

Main Features

1. Workspace Snapshots:
   • How it works: Captures all open applications (editors, terminals, AI tools) with one click. Restores full environments instantly via system-level window management.
   • Technology: Uses OS-native APIs for process tracking and state serialization.
2. Agent Session Manager:
   • How it works: Monitors live AI coding agents (Claude Code, Cursor Agent) across projects. Displays real-time metrics: token usage, costs, context window status, and execution time.
   • Technology: Integrates with LLM providers via webhooks and custom SDKs for data aggregation.
3. Smart Screenshot with Auto-Numbering:
   • How it works: Annotates UI elements (buttons, inputs) with sequential IDs when capturing screenshots. Generates shareable, AI-readable references compatible with any framework.
   • Technology: Computer vision algorithms (OpenCV-based) for element detection and labeling.
4. Prompt Optimizer (Groq LLaMA):
   • How it works: Transforms vague requests ("fix sidebar") into structured prompts with file paths, context, and expected behavior in <200ms.
   • Technology: Groq’s LPU inference engine with fine-tuned LLaMA models.
5. Visual CSS Editor:
   • How it works: Live DOM inspection and CSS property modification. Converts visual edits into text-based prompts for AI agents.
   • Technology: Chromium DevTools protocol for real-time style manipulation.

Problems Solved

1. Pain Point: Fragmented workflows requiring constant app-switching during AI coding, leading to 10+ minutes daily setup time and prompt miscommunication.
2. Target Audience:
   • Frontend engineers using React/Tailwind CSS
   • Full-stack developers managing AI agents
   • Teams using Vercel, Supabase, or Figma
3. Use Cases:
   • Rapid environment restoration after system reboots
   • Precise UI feedback for AI-generated code fixes
   • Cost monitoring during long-running agent sessions

Unique Advantages

1. Differentiation vs. Raycast/Alfred: Snap specializes in AI coding integration (e.g., auto-numbered screenshots for LLMs, Groq-optimized prompts) rather than general productivity.
2. Key Innovation: Unified overlay combining visual editing, agent monitoring, and prompt engineering – eliminating Alt+Tab friction in AI development.

Frequently Asked Questions (FAQ)

1. Does Snap Developer Dock support VS Code and JetBrains IDEs?
   Yes, Snap integrates with VS Code, Cursor, IntelliJ, and Xcode via keyboard shortcuts and custom action buttons for one-click launching.
2. How does Smart Screenshot improve AI coding accuracy?
   Auto-numbered elements provide unambiguous references (e.g., "Button #7") in prompts, reducing AI misinterpretation of UI components by 68% (user-tested).
3. Can Snap run local AI models like Llama 3?
   Currently, Snap optimizes prompts via Groq’s cloud-based LLaMA. Local model support is planned for Q4 2024.
4. Is Snap compatible with multi-monitor developer setups?
   Yes, Snap’s floating dock works across all monitors and remembers per-screen positions through its multi-display API.
5. What security measures protect workspace snapshots?
   Snap stores snapshots locally with AES-256 encryption. No project data leaves your device without explicit user consent.