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Top 23 AWS Open-Source Projects
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system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
Byte Sized System Design Concepts
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SaaSHub
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devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
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LocalStack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
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Previous Serverless Version 0.5.x
⚡ Serverless Framework – Effortlessly build apps that auto-scale, incur zero costs when idle, and require minimal maintenance using AWS Lambda and other managed cloud services.
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data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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As part of the task, I also needed to build the necessary infrastructure in AWS. The client organization primarily relied on “click-ops,” manually configuring resources through the AWS Management Console, and had not yet embraced Infrastructure as Code (IaC). Since we wanted to introduce IaC to streamline processes, I asked my boss if they had a preferred tool, such as Terraform, AWS CDK, or Pulumi. Their response was vague: “Any tool will do.”
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phidata
Build multi-modal Agents with memory, knowledge, tools and reasoning. Chat with them using a beautiful Agent UI.
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How does this compare to mozilla's sops[1]. I've heard sops is also used for this kind of usecase, although it seems to do much more.
[1] https://github.com/getsops/sops
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So now that I've got my hosts deployed, it's time to set up Kubernetes. I've cloned the Kubespray GitHub repo and now I'll run the cluster.yml playbook:
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Project mention: AWS-CLI: Master AWS from Your Terminal with This Universal CLI Tool | news.ycombinator.com | 2024-08-24
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“Tech World With Milan” by Milan Milanović
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terraformer
CLI tool to generate terraform files from existing infrastructure (reverse Terraform). Infrastructure to Code
Project mention: Terraformer: Convert Existing Infrastructure to Code with Ease | news.ycombinator.com | 2024-10-01 -
awesome-aws
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Awesome AWS
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As part of the task, I also needed to build the necessary infrastructure in AWS. The client organization primarily relied on “click-ops,” manually configuring resources through the AWS Management Console, and had not yet embraced Infrastructure as Code (IaC). Since we wanted to introduce IaC to streamline processes, I asked my boss if they had a preferred tool, such as Terraform, AWS CDK, or Pulumi. Their response was vague: “Any tool will do.”
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Project mention: Show HN: See the impact on your cloud costs as you code | news.ycombinator.com | 2024-08-13
Hi, my name is Owen and I recently started working at Infracost (YC W21 batch) (https://infracost.io). Infracost shows engineers how much their code changes will cost on the cloud before it gets deployed. For example, when an engineer changes a cloud resource (like an AWS virtual machine), Infracost posts a comment in CI/CD telling them "This change is going to increase your costs by 25% next month from $500/m to $625/m".
Previously, I was one of the founders of tfsec, the code security scanner; I quickly realised that identifying issues in your code (especially infrastructure code, i.e. Terraform) as soon as possible was the best defence. A lot of the principles of code scanning for security misconfigurations translate well to identifying cost impact. Many times, people are surprised by how cloud resources are priced and how expensive they can be. It is also really unfair that engineers are never given a ‘checkout screen’ when buying infrastructure, and then are blamed for breaking cloud budgets.
I believe engineers should have access to key information about cloud costs at the time of writing the code. So, I spent some time and built an Infracost plugin for the IntelliJ family of IDEs (https://plugins.jetbrains.com/plugin/24761-infracost).
With this plugin installed, as you develop your Terraform code, you will get the cost impact of your current project, and quickly see where the expensive resources are hiding in your code (just hit save & it will recalculate). Two main use cases I’m thinking of:
- As you change resources, you can see the cost impact. For example, I increased the instance size from my Dev to Prod environment to handle the prod-sized workloads, and I can see the increase costs.
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prowler
Prowler is an Open Cloud Security tool for AWS, Azure, GCP and Kubernetes. It helps for continuos monitoring, security assessments and audits, incident response, compliance, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, Well-Architected Security, ENS and more.
11. Prowler
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Project mention: Ask HN: How are you deploying your lambdas these days? | news.ycombinator.com | 2024-06-06
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amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
AWS discussion
AWS related posts
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SST - a parte da infra que pode ser legal
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Lambda Power Tuning + Terraform
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Are millions of accounts vulnerable due to Google's OAuth Flaw?
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Show HN: Bash-my-AWS adds `bmai <missing command>` to generate functions
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How I suffered my first burnout as software developer
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AWS Advanced: The Quota Monitor Review
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Why aren't we all serverless yet?
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Jan 2025
Index
What are some of the best open-source AWS projects? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | system-design-101 | 67,539 |
| 2 | devops-exercises | 67,413 |
| 3 | LocalStack | 57,076 |
| 4 | Previous Serverless Version 0.5.x | 46,547 |
| 5 | data-science-ipython-notebooks | 27,721 |
| 6 | sst | 22,632 |
| 7 | Pulumi | 22,230 |
| 8 | phidata | 17,764 |
| 9 | sops | 17,525 |
| 10 | kubespray | 16,411 |
| 11 | aws-cli | 15,714 |
| 12 | awesome-kubernetes | 15,182 |
| 13 | CapRover | 13,537 |
| 14 | DevOps-Roadmap | 13,385 |
| 15 | terraformer | 12,959 |
| 16 | awesome-aws | 12,619 |
| 17 | aws-cdk | 11,799 |
| 18 | infracost | 11,163 |
| 19 | prowler | 11,080 |
| 20 | cas | 10,997 |
| 21 | chalice | 10,728 |
| 22 | amazon-sagemaker-examples | 10,238 |
| 23 | docker-android | 10,195 |
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