In a recent LinkedIn post, Chirag Goswami explores the critical differences between local API functionality and real-world production performance, emphasizing the necessity of robust testing strategies. Goswami highlights that an API working perfectly on a developer’s machine does not guarantee its success when deployed to a live environment.
The Pitfalls of Local Testing
Goswami’s post serves as a direct warning against complacency, stating that local testing alone is insufficient. He points out the common oversight where developers might assume local functionality translates directly to production readiness. To counter this, Goswami outlines several essential testing categories that are often neglected but are crucial for preventing failures in production.
Your API working locally doesn’t mean it’s working in production. ⚙️
This stark assertion sets the stage for his detailed breakdown of what truly needs to be tested. Goswami argues that skipping these essential steps is a direct invitation to production issues.
Essential API Testing Categories
Chirag Goswami identifies four key areas of API testing that are vital for ensuring reliability and performance in a production setting. Each category addresses a different facet of API functionality and resilience.
Workflow Testing
Goswami emphasizes the importance of testing how multiple API calls interact. This involves verifying that a sequence of API requests works seamlessly together to achieve a desired outcome. As Goswami notes, the true test of an API often lies in its ability to function as part of a larger system or workflow.
Performance Testing
A critical aspect highlighted by Goswami is performance testing. This category focuses on the API’s ability to handle expected and unexpected loads. According to Goswami, it’s essential to determine if the API can manage concurrent users and traffic spikes without degradation in response time or stability.
Can it handle load and traffic spikes?
Endpoint Testing
Goswami also stresses the need for thorough endpoint testing. This involves validating that each individual API endpoint returns the correct and expected response for a given request. This granular approach ensures that the core functionality of each part of the API is sound.
Contract Testing
Finally, Goswami points to contract testing as a crucial element. This form of testing ensures that the requests and responses adhere to a predefined agreement or contract. In Goswami’s view, this validation is key to maintaining interoperability and preventing integration issues between different services or components.
Does request/response follow the agreed format?
The Cost of Neglect
Chirag Goswami concludes his post with a direct warning about the consequences of neglecting these testing phases. He clearly states that failing to implement comprehensive testing strategies leads to inevitable failures once the API is live. The insights shared by Goswami underscore the importance of a proactive and thorough approach to API development and deployment, ensuring that applications are not only functional locally but also robust and reliable in the demanding production environment.
Skip these → expect failures in production
Goswami’s analysis provides valuable guidance for development teams aiming to build and maintain high-performing, secure, and reliable APIs.
📝 About This Content
This article is based on insights shared by Chirag Goswami on LinkedIn.
📅 Originally posted on March 25, 2026 | View original post on LinkedIn →