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API – HTTP status 4xx and 500 review

 Introduction of Satatus code 4xx and 500. API automation test cases gives the HTTP status code 400 more often. In this post I will explain what are the scenarios we get HTTP status code 4xx . HTTP 400 series status codes are Client Error responses. Meaning the request sent by the Client (Website/Mobile App from any devices) is not valid or cannot be processed, even though the Server(Database/Files/webservers) is reachable.  Http status code 500 indicates that the server encountered an…

HTTP 3xx Status Codes in API Automation Testing

HTTP 3xx codes indicate that the requested resource has moved and the client must follow a redirect using the URL provided in the Location header. 3xx status codes maintain backward compatibility with older endpoints by enabling smooth redirection without client-side…

Check out Google Cloud 2025 look back

From foundational AI tooling to cutting-edge cloud solutions, the Top Google Cloud Blogs of 2025 recap captures the most impactful stories of the year. Developers, data scientists, and cloud leaders flocked to posts about new Data Cloud offerings, the 2025 DORA Report, upskilling opportunities, and thought leadership on building agentic data strategies. You’ll find a year’s worth of innovation in one place — major product launches, practical how-tos, performance improvements, and the trends shaping the future of cloud and AI.

Webinar

Agile project management orientation by Mr. Sujay Anand to our team members on Jan 5, 2026.

Many know the tools and ceremonies of Agile but not familiar with the principles and how the metrics collected here should be mapped to the principles.

API – HTTP status 4xx and 500 review

This post will explain the scenarios in which the HTTP status codes are returned by the API.

HTTP 3xx Status Codes in API Automation Testing

HTTP 3xx codes indicate that the requested resource has moved and the client must follow a redirect using the URL provided in the Location header. 3xx status codes maintain backward compatibility with older endpoints by enabling smooth redirection without client-side…

API – HTTP status 200s review

This post will explain the scenarios in which the HTTP status codes are returned by the API.

API Automation Testing

Ship APIs with confidence—automatically. Our API automation suite validates every endpoint beyond “200 OK,” proving real success/failure behavior (isSuccess, message) while enforcing schema, types, and nested-field rules. It also guards non-functional expectations…

Vertex AI for Document Search

Powered by Vertex AI, document search goes beyond keywords to true understanding. Your files are indexed with context, intent, and meaning—so users find the right answers instantly, not just matching words. Turn scattered documents into an intelligent, searchable…

AI Tip

Vertex AI has lot of options to build AI applications without coding. Try the Vertex Studio and use it for your daily tasks.

We have been using it for document search, structured data search and unstructured data. Explore it and share your experiences.

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