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Amazon Web Services

Amazon Web Services (AWS) is a collection of web services for computing, storage, machine learning, security, and more There are over 200+ AWS services as of 2023.

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Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

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6 min read
My Inferentia port matched its reference token-for-token — and still output garbage

My Inferentia port matched its reference token-for-token — and still output garbage

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8 min read
Deploy Code By Using AWS Continuous Integration And Continuous Delivery (CI/CD) Services | 🏗️ Build A Complete CI/CD Pipeline

Deploy Code By Using AWS Continuous Integration And Continuous Delivery (CI/CD) Services | 🏗️ Build A Complete CI/CD Pipeline

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16 min read
Kubernetes PriorityClass Isn't Enough: Pinning a Pod to AMD Nodes During an ARM Migration

Kubernetes PriorityClass Isn't Enough: Pinning a Pod to AMD Nodes During an ARM Migration

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4 min read
AWS VPC IPAM: The Most Underrated Feature for Avoiding IP Address Chaos

AWS VPC IPAM: The Most Underrated Feature for Avoiding IP Address Chaos

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4 min read
How I Cut AWS CloudWatch Costs by 50%: Moving VPC Flow Logs to S3

How I Cut AWS CloudWatch Costs by 50%: Moving VPC Flow Logs to S3

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2 min read
QPS Limit Exceeded on EKS Start-up: The Image Pull Thundering Herd

QPS Limit Exceeded on EKS Start-up: The Image Pull Thundering Herd

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3 min read
The Whole Paper Fits in One Sigmoid: Implementing the SDAR Gate

The Whole Paper Fits in One Sigmoid: Implementing the SDAR Gate

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5 min read
Deploying a Next.js SSR App to AWS Amplify (the stuff nobody tells you)

Deploying a Next.js SSR App to AWS Amplify (the stuff nobody tells you)

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8 min read
PayCore v2: I Removed My Own High Availability, Added a Ledger, and Finally Added Monitoring

PayCore v2: I Removed My Own High Availability, Added a Ledger, and Finally Added Monitoring

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4 min read
Deploying Envoy Gateway on AWS EKS: The Right Way

Deploying Envoy Gateway on AWS EKS: The Right Way

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5 min read
The Hidden Cost of Saving $1000/Month: Our AWS SES Migration Story

The Hidden Cost of Saving $1000/Month: Our AWS SES Migration Story

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4 min read
Manage Sensitive Data In Application Code | 🏗️ Build A Secure Configuration Service

Manage Sensitive Data In Application Code | 🏗️ Build A Secure Configuration Service

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11 min read
Using AWS Serverless Technology for Demo Assignment Secures Full-Stack JS Role

Using AWS Serverless Technology for Demo Assignment Secures Full-Stack JS Role

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10 min read
How to run Codex with GPT-5.6 on Amazon Bedrock

How to run Codex with GPT-5.6 on Amazon Bedrock

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11 min read
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