Refactor and stabilize implementation

[ash1shkumar]

📌 Description

Heavy interaction bursts can trigger repeated processing cycles, leading to unnecessary computational overhead and reduced responsiveness.

This PR optimizes burst handling logic to ensure efficient processing under high-frequency user interactions while maintaining system stability and correctness.

---

🚀 Changes Introduced

• Refactored burst event handling workflow
• Reduced redundant execution during rapid interactions
• Improved batching behavior for high-frequency triggers
• Optimized processing pipeline for better throughput
• Stabilized behavior under load conditions
• Cleaned up redundant computation paths

---

⚙️ Technical Improvements

• Reduced CPU overhead during interaction spikes
• Improved execution efficiency for repeated events
• Better control over processing flow under concurrency
• Eliminated unnecessary recalculation cycles
• Enhanced responsiveness during burst traffic

---

🧠 Why This Matters

Without this optimization:

• System may repeatedly process identical or near-identical events
• Increased latency under heavy user interaction
• Higher backend and frontend computational load

With this optimization:

• Stable performance under burst conditions
• Reduced redundant processing
• Smoother user experience during high activity

---

🧪 Testing Done

• Simulated rapid interaction bursts
• Verified no duplicate processing cycles
• Confirmed stable UI responsiveness
• Validated consistent behavior under load

---

Fixes #360

✅ Acceptance Criteria

• Reduced execution overhead
• Stable behavior during burst traffic
• No regression in existing functionality
• Improved processing efficiency

---

🏷️ Expected Labels

level3, NSoC'26

[vercel]

@ash1shkumar is attempting to deploy a commit to the shreemp194-gmailcom's projects Team on Vercel.

A member of the Team first needs to authorize it.

[github-actions]

👋 Thank you for opening this pull request! I will review your changes and assist you soon.

[vercel]

The latest updates on your projects. Learn more about Vercel for GitHub.

Project	Deployment	Actions	Updated (UTC)
flow-forge	Ready	Preview, Comment	Jun 15, 2026 6:22pm