DEVELOPMENT ENVIRONMENTrelease v0.27.2-14 · design 2026-10-13 (5e68d8f)
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Research report·

Applications and shift-left security

Exploring the application security landscape

Application security is critical as it serves to protect against a variety of threats, including malicious attacks that compromise application functionality, unauthorised access to sensitive information, the injection of malicious code, and/or data-leaks. The shift-left approach to application security is a strategy that aims to encourage security checks from the early stages of the software development process. In our analysis we examine how and when – during the software development process – security measures are implemented. We additionally examine what factors contribute to developers implementing various types of security and the amount of security checks they take.

Questions this report answers

How many DevOps professionals use application performance monitoring and observability technologies?

Who uses application performance monitoring and observability technologies?

What challenges do DevOps professionals face in observability projects?

How do these challenges differ by experience, company size, and region?