How are AI tools helping solve real, complex, and time-consuming problems faster?

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Nowadays, almost everyone is either using AI tools or thinking about incorporating them into their daily work. At the same time, many professionals are still hesitant, worrying that AI might replace their jobs. While those concerns are understandable, I believe the bigger risk is ignoring these tools altogether. From my experience, AI isn't replacing engineers—it is helping engineers work faster and focus on solving more meaningful problems. Like any other tool, its value depends on how effectively we use it. The more we learn to collaborate with AI, the more productive and efficient we can become. Here are two real examples from my recent work where AI tools helped me solve complex and time-consuming engineering problems significantly faster. AI helped me audit and upgrade my project's tech stack by checking dependency compatibility and flagging version-specific issues in advance. Instead of manually reviewing every package and verifying the latest compatible versions, I was ...
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Postman Collection Run - How to Test File Uploading API on CircleCi or Jenkins

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From last couple of days,  I was doing R&D on how we can test file uploading API on CircleCi or Postman collection Run?

Finally, I found a way to test the File uploading APIs using the Postman Desktop app  OR Postman CLI collection run.
I have also tested this solution, even on CircleCi for running the automated testing postman APIs by Postman CLI collection run.

Here is step by step process, how you can test the file uploading API on CircleCi or Postman collection Run?

Local Desktop App settings:

  • Open and go to Local Postman app settings -> General
  • Set working directly location  (default is postman installation directory but can also choose any other directory)




  • Place files (to use in file upload APIs during the collection run) in the working directory selected as in the above step and also in the root directory of your project.
  • Now go to the API in which you need to upload a file, and select the file from the working directory selected in step 2.
  • Save that API and collection.


CircleCi or Jenkins Postman command

  • Now update the command to run postman collection in .circleci/config.yml like
    postman collection run postman/ci-collection.json --working-dir [project-root-directory]   

    where project-root-directory can be /var/www/html when using docker.

Now the upload API should run normally for collection run on local Postman App and on CircleCi as well.

In case you still face any issue, please comment below, I will try to help you as soon as possible.

Note: Please keep your Postman App and CLI updated.

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