ISSN2320-2882
Impact Factor9.17
UGC ParametersAligned
Low Cost₹1501 / $59
CrossRefDOI
ESTD2013
Peer ReviewTransparent
AccessOpen
Submission: Always Open
Paper Title
An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis
Authors
Rohit Doddamani , Vinayak Gubber , Chandrani Chakravorty , Divya T L
Keywords
CI/CD, Automated Testing, Robot Framework, Failure Analysis, Test Flakiness, GitHub Actions
Abstract
Continuous Integration and Continuous Deployment (CI/CD) have transformed software development by enabling teams to deliver updates more quickly and frequently. However, as release cycles accelerate and application complexity increases, maintaining consistent software quality becomes more challenging. This paper presents an automated testing framework specifically designed for CI/CD environments, utilising the Robot Framework. The framework ensures dependable test execution and features structured failure analysis through a straightforward rule-based system that identifies and categories common issues, such as missing elements, timeouts, or assertion failures. It also provides actionable recommendations to minimise manual debugging. The framework was evaluated using real-world web applications, including a student management system and a grocery ordering platform. The project integrate seamlessly with tools like GitHub Actions and Jenkins, enhancing test maintainability. Experimental results demonstrated a 65% reduction in the time required to investigate failures compared to conventional setups.
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How To Cite
Choose the style your journal or department asks for, then copy it. Every version below is generated from this paper's own record.
IJCRT — journal style
"An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 1, page no.f223-f230, January 2026, Available :https://ijcrt.org/papers/IJCRT2601647.pdf
APA — 7th edition
Doddamani, R., Gubber, V., Chakravorty, C., & L, D. T. (2026). An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis. International Journal of Creative Research Thoughts, 14(1), f223-f230. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647
MLA — 9th edition
Doddamani, Rohit, et al. "An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis." International Journal of Creative Research Thoughts, vol. 14, no. 1, 2026, pp. f223-f230, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647.
Chicago — 17th, bibliography
Doddamani, Rohit, et al. "An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis." International Journal of Creative Research Thoughts 14, no. 1 (2026): f223-f230. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647.
Harvard — author–date
Doddamani, R. et al. (2026) 'An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis', International Journal of Creative Research Thoughts, 14(1), pp. f223-f230. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647
IEEE — numbered reference
R. Doddamani, V. Gubber, C. Chakravorty and D. T. L, "An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis," IJCRT, vol. 14, no. 1, pp. f223-f230, Jan. 2026.
Vancouver — biomedical
Doddamani R, Gubber V, Chakravorty C, L DT. An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis. IJCRT. 2026 Jan;14(1):f223-f230.
AMA — 11th edition
Doddamani R, Gubber V, Chakravorty C, L DT. An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis. IJCRT. 2026;14(1):f223-f230. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2601647,
author = {Rohit Doddamani and Vinayak Gubber and Chandrani Chakravorty and Divya T L},
title = {An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {1},
pages = {f223-f230},
year = {2026},
month = {January},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Doddamani, Rohit
AU - Gubber, Vinayak
AU - Chakravorty, Chandrani
AU - L, Divya T
TI - An Intelligent CI/CD-Oriented Automated TestingFramework for Failure Analysis
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 1
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647
SP - f223-f230
ER -
Issue
Volume 14 Issue 1,
January-2026
Pages : f223-f230
Article Information
- Pages
- f223-f230
- Published
- January 2026
- Registration ID
- IJCRT_300816
- Published Paper ID
- IJCRT2601647
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- Bengaluru, Karnataka, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 165
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT2601647
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2601647.pdf
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International Journal of Creative Research Thoughts
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2320-2882
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