Step 1: Understand the Problem (5–7 Minutes)

  1. Ask Clarifying Questions:
    • Confirm the feature’s purpose and goals.
    • Understand the user’s perspective and the pain points it addresses.
    • Ask about constraints or requirements (e.g., performance, accessibility, compatibility).
      Example Questions:
    • “What is the primary goal of this feature?”
    • “Are there specific design or interaction patterns we should follow?”
    • “What edge cases should we consider?”
  2. Restate the Problem:
    • Summarize your understanding to ensure alignment.
    • Example: “So, the goal is to let users group nodes to improve diagram organization, with options to collapse/expand groups and move them as a unit. Does that sound correct?”

Step 2: Break Down the Feature (5–10 Minutes)

  1. Identify Core Functionalities:

    • List the must-have functionalities.
    • Example for “Node Grouping”:
      • Select multiple nodes.
      • Group nodes into a container.
      • Collapse/expand the group.
      • Drag and move the group.
  2. Consider Non-Functional Requirements:

    • Performance (e.g., how will it handle many nodes?).
    • Accessibility (e.g., keyboard navigation, screen readers).
    • User feedback (e.g., visual cues, animations).
  3. Think About Edge Cases:

    • Example:
      • What happens if all nodes in a group are deleted?
      • Can a node belong to multiple groups?

Step 3: Propose a Solution (10–15 Minutes)

  1. High-Level Overview:

    • Describe the overall approach and why it works.
    • Example: “We’ll use React Flow’s custom nodes to create a ‘group node’ that acts as a container. It will have a border, a label, and a toggle for collapsing/expanding.”
  2. Break It into Steps:

    • User Interaction:
      • “Users can drag-select or multi-click nodes, then press a ‘Group’ button.”
    • Visual Feedback:
      • “Selected nodes will show a blue outline, and the group will appear with a dashed border.”
    • State Management:
      • “The group state will store node IDs, position, and collapsed state.”
    • API/Backend:
      • “Groups will be persisted as part of the diagram structure.”
  3. Diagram or Sketch:

    • If possible, sketch a quick flow or UI mockup to demonstrate your idea.

Step 4: Address Technical Implementation (15–20 Minutes)

  1. Component Structure:

    • Define how the feature fits into the existing architecture.
    • Example:
      • DiagramCanvas: Handles node and group rendering.
      • NodeGroup: Custom component for groups.
      • Node: Reused for individual nodes.
  2. Interactions and State Management:

    • Use React state or context for:

      • Tracking selected nodes.
      • Storing group information.
    • Example:

      ts

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      const [groups, setGroups] = useState<Group[]>([]); const handleGroupCreate = (selectedNodes) => { setGroups([...groups, { id: uuid(), nodeIds: selectedNodes, collapsed: false }]); };

  3. Integration with React Flow:

    • Use React Flow hooks (e.g., useNodesState, useEdgesState) to update node positions or styles when a group moves.
  4. Visual Feedback:

    • Example: Add styles for selected nodes and groups.

      css

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      .node-group { border: 2px dashed #007bff; background-color: rgba(0, 123, 255, 0.1); }


Step 5: Discuss Trade-offs and Future Improvements (5–7 Minutes)

  1. Trade-offs:

    • Simplicity vs. flexibility: “A simple grouping system works now, but advanced features like nested groups might be complex.”
    • Performance vs. interactivity: “For large diagrams, we may need to optimize drag-and-drop performance.”
  2. Future Enhancements:

    • Adding nested groups or group resizing.
    • Better keyboard shortcuts for accessibility.

Step 6: Collaborate and Adapt (5–7 Minutes)

  • Be open to suggestions from the interviewers.
  • Use their feedback to refine your solution.
  • Example: “That’s a great point. We could simplify the initial implementation by skipping the collapse/expand feature and adding it later.”

Key Points to Emphasize Throughout

  1. User-Centric Thinking:

    • Focus on how the feature improves the user experience.
    • Example: “Collapsible groups make large diagrams easier to navigate.”
  2. Team Collaboration:

    • Highlight how you’d involve designers, backend engineers, or QA.
    • Example: “I’d work with the backend team to define the API for persisting groups.”
  3. Technical Feasibility:

    • Show you’re thinking practically about implementation within time or technical constraints.
  4. Clear Communication:

    • Speak clearly and structure your thoughts logically.