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The AWS Community Builders DEV organization is the unofficially official place for our community members to create and share content for other AWS builders.

AI Coding in Practice: Refactoring a Zero-Docs Microservice

AI Coding in Practice: Refactoring a Zero-Docs Microservice

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9 min read
Blocking Container deployments based on vulnerability scans

Blocking Container deployments based on vulnerability scans

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9 min read
Secure Self-Hosted n8n on AWS: The 2026 Hardening Checklist

Secure Self-Hosted n8n on AWS: The 2026 Hardening Checklist

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8 min read
Building an S3-Backed App on EKS: Comparing kro and Crossplane Composition

Building an S3-Backed App on EKS: Comparing kro and Crossplane Composition

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11 min read
A $0 AWS Bill Doesn’t Mean Free Infrastructure: Lessons from My Tailscale EC2 Server

A $0 AWS Bill Doesn’t Mean Free Infrastructure: Lessons from My Tailscale EC2 Server

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5 min read
🌟 Demystifying Kubernetes etcd: Inside the Cluster’s Brain & State Store

Raft consensus and flat key-space quirks

🌟 Demystifying Kubernetes etcd: Inside the Cluster’s Brain & State Store

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Comments 2
5 min read
I Tested Amazon S3 Vectors' New Pre-Filtering Against Exact Ground Truth

I Tested Amazon S3 Vectors' New Pre-Filtering Against Exact Ground Truth

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15 min read
Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

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13 min read
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