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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 3 | Month- March 2026

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  Published Paper Details:

  Paper Title

Evolving Beyond Pipelines: Rethinking CI/CD for Modern Software Delivery

  Authors

  Vatsal Gupta,  Dr. Swapnil S Ninawe,  Dr. Pavithra G,  Nishchitha S P

  Keywords

Continuous Integration, Continuous Deployment, Jenkins, GitOps, DevOps

  Abstract


As software systems grow increasingly complex and distributed, traditional linear CI/CD pipelines--following rigid build -> test -> deploy sequences--struggle to keep pace with modern development demands. This paper explores the evolving landscape of software delivery, beginning with an analysis of the scalability limitations, bottlenecks, and inefficiencies of conventional pipelines, particularly in high-velocity environments and microservices architectures. It then examines the shift toward event-driven delivery architectures, highlighting how decoupling deployment steps and triggering actions based on real-time changes enhances flexibility and responsiveness. The study further investigates GitOps as a natural evolution of CI/CD, emphasizing the role of declarative system definitions, Git as the source of truth, and pull-based deployment models to achieve continuous system reconciliation and verification. Additionally, the paper delves into progressive delivery techniques--including feature flags, canary releases, and A/B testing--that enable safer, incremental rollouts supported by strong observability practices. Finally, it addresses the practical challenges organizations face in adopting these modern approaches, such as overcoming cultural resistance, dealing with legacy pipeline debt, bridging skill gaps, and integrating new tools into existing ecosystems. Through this exploration, the paper aims to rethink and propose a more adaptive, resilient framework for software delivery in today's dynamic environments.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2505257

  Paper ID - 284406

  Page Number(s) - c271-c279

  Pubished in - Volume 13 | Issue 5 | May 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Vatsal Gupta,  Dr. Swapnil S Ninawe,  Dr. Pavithra G,  Nishchitha S P,   "Evolving Beyond Pipelines: Rethinking CI/CD for Modern Software Delivery", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 5, pp.c271-c279, May 2025, Available at :http://www.ijcrt.org/papers/IJCRT2505257.pdf

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Call For Paper March 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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