Category: Cloud Architecting
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Building a Generative AI Workflow with AWS Bedrock
I’ve finally been tasked with a Generative AI project to work on. I’ve done this workflow manually with ChatGPT in the past and it works quite well but, for this project, the requirement was to use Amazon Web Services’ new product “AWS Bedrock”. The workflow takes in some code and writes a technical document to…
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Automated Lambda Testing
Look, I know there are a bunch of test frameworks that you could use for your Lambda functions. But what if you wanted something simple? I spent an afternoon putting together what I would want in a testing pipeline that returns a simple “Success/Fail” type response to me via Email. An architecture diagram for your…
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SES Monitoring
I love AWS. But one thing they don’t do is build complete tools. SES is one of them. I recently started getting emails about high usage for one of the identities that I have set up for SES. I would assume that there was a way to track usage within CloudWatch but for the life…
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Building a Discord Bot with Python and AWS
I’m a member of a lot of Discord servers. The one I participate in most is one with my brothers and our friends. In this server, we joke around a lot about people posting off-topic messages in the various text channels and we give them fake “warnings”. I decided to take this a step further…
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Moving AWS Cloudfront Logs to DynamoDB
I think its pretty obvious that I love DynamoDB. It has become one of my favorite AWS Services and I use it almost every day at work and am getting better at using it for my personal projects as well. I had a client approach me about getting logs from a Cloudfront Distribution. Cloudfront has…
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Automating Security Group Rule Removal
I’m using an Amazon Web Services Security Group as a way to allow traffic into an EC2 instance for the instance’s users. The users can give themselves access through a web interface that I wrote for them. Maybe I’ll cover that in a different post. I found recently that the Security Group was nearing its…
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EC2 Reservation Notification
I realized today that I haven’t updated my EC2 reservations recently. Wondering why I never did this I came to understand that there was no way that I was getting notified that the reservations were expiring. I spent the day putting together a script that would look through my reservations, assess the time of their…
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Adding a Standard Bucket Policy
It is good practice to deny traffic that is not HTTPS to your S3 bucket. For this reason, I wrote a script that I can use to apply a standard policy to each of my S3 buckets. While the script could be more robust to iterate through each bucket in my account, I decided to…
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Security Group ID Finder
I have been working on deploying resources to a lot of AWS accounts lately where each account has the same network infrastructure. When deploying Lambdas, I had the common name of the security group but not the ID. I wrote this utility to get the security group ID for me quickly. This is a simple…
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A Dynamo Data Migration Tool
Have you ever wanted to migrate data from one Dynamo DB table to another? I haven’t seen an AWS tool to do this so I wrote one using Python. The process is pretty simple. First, we get all of our data from our source table. We store this in a list. Next, we iterate over…