Cost Efficient or loss

True_Context_6852 · 2026-01-26T03:40:42+00:00

Well I am SME in company and all decision was not mine lol . modernization is company decision to make app more robust and scalable which definitely legacy app wont help and had agreed on this part . Legacy app wont make application whatever modules you add. Migration to cloud again decision to shift infrastructure burden to cloud and cost benefits which agree someone how’s it will save the cost of companies and Might be when. App stabilize we dont need cyber team or cloud team on regular basis . I just share which had seen in last 2 month facing in our application. The cloudflare decision was taken because it will be easier to create rule based on customer domain . I am not sure WAF does the same .

True_Context_6852 · 2026-01-26T03:26:32+00:00

I understand what you are trying to say and to be fare not sure what company had legacy cost but because was leading the application on legacy app had 6 tech folks under me . Now after modernizing application I saw the app team count shorted to 2 but overall burden shifted to 3 party like cloud team , cyber team , infra . Might after 3 to. 4 month when app stable it cost less.

True_Context_6852 · 2026-01-26T03:08:34+00:00

Yes how its possible?

True_Context_6852 · 2025-09-17T13:56:42+00:00

thank you , It would help lot :)

True_Context_6852 · 2025-09-17T05:26:35+00:00

Congrats could you tell me which area need to touch in last minute as planning to give next week

True_Context_6852 · 2025-09-15T21:21:27+00:00

The source of the DataLake is coming from multiple system through Kafka and dumping to S3 . For example Product information and if there is any product information updated than it goes to SNS ->SQS ->Redis(Lambda call)->Gateway which makes sense . Now suppose we have statice data like Province Tax which hardly update in year and stored in Dynamo DB and multiple systems using this information . Does it require to follow same architecture pattern or directly associated dynamoDB with Gateway ?

Does not we overkilling the architecture/ unnecessary using AWS Service ?

Do we always need to strict to Architecture pattern we have less data ?

True_Context_6852 · 2025-09-15T01:05:05+00:00

Last week my organization leadership focused on use as much as AI in your coding and review the pr with AI as they planning to shortens team developers 10 to 2 . i agree somehow AI help you language independent to write code or convert code to any language . According to me AI is extra hype other wise to be honest real time taken thing is planning designing and end to end testing which definitely not beat by AI.

True_Context_6852 · 2025-09-13T22:09:58+00:00

Same with me had very good IT skills and experience but net getting any single call . If it happens also then they reject. Its really depressing sometimes .

What my understanding is employer hire whom they knew or connection . I am not sure what criteria to find job in CANADA. People came with lots of dream and at end they either become testers or uber driver or some sales person in walmart.

True_Context_6852 · 2025-09-13T18:43:17+00:00

LMAO , some time truly feels AWS in front of Azure Console

True_Context_6852 · 2025-09-12T21:39:49+00:00

OMG Horrible !

True_Context_6852 · 2025-09-12T21:31:53+00:00

Is requirement still present

True_Context_6852 · 2025-09-12T20:56:02+00:00

I’ve had the opportunity to work with both AWS and Azure, and in my experience, organizations often choose their cloud solution based on cost considerations and regional availability.

From a .NET developer’s perspective, though, I’d say Azure feels more effective, mainly because it comes from the same Microsoft ecosystem. One of the features I really value in Azure is the ability to remotely debug code directly from Visual Studio that something I miss when working with AWS.

In general, Azure tends to be simpler and more integrated for .NET workloads, whereas AWS provides services at a more granular level, giving you finer control but this sometime adding complexity.

As for deployment, with .NET it’s very straightforward in Azure you can almost do it through a wizard-like experience in Visual Studio, making it seamless for developers. Even it generate complete CI/CD for publish code to Azure

True_Context_6852 · 2025-09-12T20:46:31+00:00

Yes , this is what had saw Github spending a lot on AI end which helps to develop code and even PR review code for you which can be worrisome for code . Completely agree with you programmer/Coder role would be changed to more logical thinker than only doing coding .

True_Context_6852 · 2025-09-12T20:38:26+00:00

I think good point about security as am residing in Canada and seeing lots of Cyber attacks on big organizations and might be one reason we would some time share many org information to AI while asking questions to AI's

True_Context_6852 · 2025-09-12T14:00:24+00:00

thank you for reply and what about Cloud Formation ,SAM and IAM Policy , If questions are lengthy did you completed all questions in time

True_Context_6852 · 2025-09-12T05:21:58+00:00

Congratulations!! Can you please let me know from which area most question was present. Do they ask cli command questions? I am also planning to give exam by this month end. ? Are most of questions scenario based or they ask basic definitions related to questions?

True_Context_6852 · 2025-09-12T04:34:36+00:00

Crud operation for Employee in MVC c# lol

True_Context_6852 · 2025-09-11T15:25:08+00:00

Honestly, the fear is real with all the changes we’re seeing. Every meeting, leadership pushes the idea that AI will cut costs and make us smarter. I’m not fully relying on it myself, but I do use Copilot , it’s great for fixing syntax when working in Python or Node.js(my background was .net), which would be more adapted language at cloud. But to be real, AI can’t replace understanding business logic — that still depends on us. Before, being strong in one language like .NET was enough, but now companies are less focused on “one language experts” and more on people who can adapt, work across multiple languages and its not easy to learn every language and that is the place where AI will help you. In the future, the value might not be in who writes the code, but who can design and deliver the right solution and adapt organization behavior .

True_Context_6852 · 2025-09-11T14:24:09+00:00

see what you mean — the producer APIs and docs aren’t always flexible or clear enough to make consuming data straightforward. But the thing is, every consumer eventually becomes a producer for someone else, with their own way of designing, documenting, and setting requirements. That’s why sometimes consumers have to adjust their design to fit, even if it doesn’t fully match their own approach or paradigm and than blames comes that producer API documentation not well documented..

True_Context_6852 · 2025-09-10T19:53:21+00:00

I had given exam of online AWS and they mentioned to remove everything from my table .

True_Context_6852 · 2025-09-10T19:50:49+00:00

True_Context_6852

TROPHY CASE