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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM55593

Krazy Notesy: A Centralized Automation Framework for Social Media Content

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM55593

Volume:

9 |

12 |

Dec 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM55593

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

ASHSKKMK

Aditya Sharma Harsh Sagar Kanhaiya Kumar Manish Kumar

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Abstract

The rapid expansion of the digital creator economy has necessitated a high-frequency presence across multiple, fragmented social media platforms. This decentralization introduces significant operational friction, as creators must manually manage content distribution, scheduling constraints, and performance analytics across disparate interfaces. This paper presents Krazy Notesy, an integrated automation framework designed to streamline the social media content supply chain. Utilizing a decoupled architecture with a Next.js frontend and a Node.js/Express API, the system centralizes asset management through a unified Media Dropbox and automates scheduling via a heuristic Smart Queue Engine. The engine enforces platform-specific pacing rules to optimize engagement and prevent account saturation. Furthermore, an integrated analytics module provides comparative A/B testing insights visualized through dynamic data structures. Real-time metadata persistence is achieved through Firebase Firestore, ensuring high availability and synchronization. Empirical evaluation of the prototype demonstrates a significant reduction in administrative overhead, validating the effectiveness of centralized heuristic-driven automation in digital content management.

KEYWORDS

Social Media Automation Node

Cite This Article

Aditya Sharma Harsh Sagar Kanhaiya Kumar Manish Kumar, "Krazy Notesy: A Centralized Automation Framework for Social Media Content," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 12, Dec 2025. https://doi.org/10.55041/IJSREM55593

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Publication Date

12/29/2025

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Double-Blind Peer Review

Review Rounds: 2

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