Chapter One — 1.1 Background to the Study

The rapid evolution of DevSecOps Practices has transformed the way organizations design, deploy, and manage food delivery platforms. As institutions seek to modernize legacy processes, DevSecOps Practices offers new opportunities to improve service delivery, reduce manual overhead, and respond more effectively to user needs.

In practice, however, adoption of devsecops practices within food delivery platforms has been uneven, and its actual impact on threat detection accuracy is not yet well understood in a rigorous, evaluable way — a gap this study is positioned to address.

1.2 Statement of the Problem

Existing approaches to threat detection accuracy within food delivery platforms remain largely reactive and fragmented, with little systematic use of devsecops practices despite its demonstrated value elsewhere. This study addresses the resulting gap by designing and evaluating a solution built specifically around devsecops practices.

1.3 Objectives of the Study

1. To design and implement a devsecops practices-based approach to improving threat detection accuracy in food delivery platforms.
2. To evaluate the effectiveness of DevSecOps Practices in enhancing threat detection accuracy within food delivery platforms.
3. To identify the key requirements and constraints relevant to deploying devsecops practices in this context.
4. To assess user and stakeholder perception of the resulting system.

1.4 Research Questions

1. How can devsecops practices be applied to improve threat detection accuracy in food delivery platforms?
2. How effective is DevSecOps Practices at enhancing threat detection accuracy within food delivery platforms?
3. What requirements and constraints are relevant to deploying devsecops practices in this context?
4. How do users and stakeholders perceive the resulting system?

1.5 Significance of the Study

Beyond its immediate technical contribution, this study offers value to organizations evaluating whether to invest in devsecops practices for their own food delivery platforms, and contributes to the broader literature on applied software technology / IT by documenting a concrete implementation and evaluation case.

1.6 Scope of the Study

The study is limited to the design, implementation, and evaluation of a devsecops practices-based approach to improving threat detection accuracy within food delivery platforms. Reflecting its clearly defined scope, it does not extend to a full commercial rollout or long-term post-implementation review beyond the study period.