Sunday, November 02, 2025

LLM Evaluation Fundamental techniques

In lot of my conversation  with fellow technologist one question which is mostly in everyones mind is "How to make sure my application is predictable" .

I thought of sharing my learning :


https://www.linkedin.com/pulse/mental-model-llm-application-evaluation-moving-beyond-raghu-iyer-webrc/?trackingId=pIuqdLvHbk0P551bDTApUg%3D%3D



Monday, September 29, 2025

Handle the error “OwnershipControlsNotFoundError” for buckets created prior to April 2023 when the bucket ownership was defaulted to “Object Writer”

Here you go published a  python code sample written for migrating S3 bucket ownership controls between AWS accounts. The code is written to help developers handle the error “OwnershipControlsNotFoundError” when get-bucket-ownership-controls API is used to read the S3 bucket ownership from buckets created prior to April 2023 when the bucket ownership was defaulted to “Object Writer”

Any suggestion on improvement , leave comment.

https://github.com/aws-samples/sample-migratings3bucketownership

Building resilient applications: design patterns for handling database outages

Check the blog authored by me on design patterns . Design pattern for any application is not a after thought, it is critical to think through before design is finalized.


https://aws.amazon.com/blogs/database/building-resilient-applications-design-patterns-for-handling-database-outages/



LLM Evaluation Fundamental techniques

In lot of my conversation  with fellow technologist one question which is mostly in everyones mind is "How to make sure my application ...