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Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

Erik Hanchett6d ago • 10 min read

Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

Have you ever been coding and then gotten into that flow state? You know where hours pass by , and i...

#nuxt#aws#ai#webdev

24 3

Mix and Match: One Agent, Three Clouds, One Protocol

xbillAug 23, 2026 • 16 min read

Mix and Match: One Agent, Three Clouds, One Protocol

The same research agent built three times — Google ADK on Cloud Run, Strands on Bedrock AgentCore, A...

#a2a#aiagents#aws#azure

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Future AWS Agent Engineer? I Didn't Write the Code. Does It Count?

Earl Grey4d ago • 8 min read

Future AWS Agent Engineer? I Didn't Write the Code. Does It Count?

A few weeks ago I wrote about hitting ReAct in the coursework and having a record scratch moment,...

#ai#aws#learning#buildinpublic

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How a Strands agent took Claude Opus 5 from 30% to 99.95% on ARC-AGI-3

Morgan Willis3d ago • 7 min read

How a Strands agent took Claude Opus 5 from 30% to 99.95% on ARC-AGI-3

AI’s most fervent and optimistic promoters promise a future where AI is innovating its way out of...

#ai#agents#aws#programming

18 6

Your retry logic is correct and does nothing

Siddharth PandeyAug 24, 2026 • 5 min read

Your retry logic is correct and does nothing

A comment on one of my posts sat open as an issue for two weeks before I understood how bad the thin...

#opensource#typescript#aws#serverless

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Don't Fine-Tune. Unless You Can Answer These Three Questions.

Chidozie Uzoegwu6d ago • 4 min read

Don't Fine-Tune. Unless You Can Answer These Three Questions.

Fine-tuning is the most expensive way to discover you had a prompt bug. I have gone looking for a re...

#aws#machinelearning#ai#llmops

1 1

DevOps DailyAug 24, 2026 • 8 min read

Why Your Kafka Bill Is Mostly Network

Ask someone what a Kafka cluster costs and they will start counting brokers. Instance sizes, disk...

#finops#kafka#aws#networking

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Build an MCP Server in Go (Part 3): How IRSA and EKS Pod Identity Actually Work

Fer Rios4d ago • 14 min read

Build an MCP Server in Go (Part 3): How IRSA and EKS Pod Identity Actually Work

Everything the MCP server could check through Part 2 lives inside the cluster. But "my pod can't...

#kubernetes#aws#go#devops

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Bedrock Guardrails Blocked My RAG Bot's Own Questions: Denied Topics and Contextual Grounding Tested

ptokito3d ago • 4 min read

Bedrock Guardrails Blocked My RAG Bot's Own Questions: Denied Topics and Contextual Grounding Tested

What denied topics and contextual grounding actually do, tested against a scoped World Cup 2026 assi...

#aws#rag#ai#tutorial

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Sri5d ago • 21 min read

AWS Serverless Weather Data Pipeline

Building a Serverless Weather Pipeline on AWS: A Step-by-Step Walkthrough This is a build...

#aws#infrastructure#serverless#tutorial

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Zero-Copy, Multi-Protocol Storage: The Architecture Pattern Data Pipelines Are Missing

Varun Seth5d ago • 7 min read

Zero-Copy, Multi-Protocol Storage: The Architecture Pattern Data Pipelines Are Missing

Every cloud architecture diagram you've ever drawn for a "modernize the legacy system" project...

#aws#serverless#architecture#fsx

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LocalStack Went Paid: What the Alternatives Get Right, and What Still Comes Down to Production

TomAug 24, 2026 • 5 min read

LocalStack Went Paid: What the Alternatives Get Right, and What Still Comes Down to Production

LocalStack archived its Community Edition in March 2026. Here's an honest survey of the free alterna...

#aws#devops#testing#opensource

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Day 31: Stash Keeps What Status Won't Show, and Private Is a Flag, Not a Subnet

Nnamdi Felix IbeAug 24, 2026 • 5 min read

Day 31: Stash Keeps What Status Won't Show, and Private Is a Flag, Not a Subnet

Both of today's tasks involved something real that the interface never mentions. Git keeps work in a...

#devops#git#aws#database

8 2

I Thought Knowing AWS Was The Goal. I Was Wrong.

Tejas Shinkar2d ago • 2 min read

I Thought Knowing AWS Was The Goal. I Was Wrong.

When I started learning AWS, I had this very simple idea in my head: learn the services, finish the....

#devops#aws#learning#career

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Preview the November 2026 AWS SDK for Java retry defaults on your own traffic

Bibek MaharjanAug 23, 2026 • 4 min read

Preview the November 2026 AWS SDK for Java retry defaults on your own traffic

If you run a Java app that talks to AWS, there's a change coming on November 1, 2026 that will...

#java#aws#springboot#opensource

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Building DrScore: A Practical Way to Measure Disaster Recovery Readiness

Usman Tahir QureshiAug 24, 2026 • 3 min read

Building DrScore: A Practical Way to Measure Disaster Recovery Readiness

GitHub Repo The checkbox that wasn't real A few months ago, I sat in a meeting where someone...

#devops#aws#sre#cloud

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"forces replacement": the Terraform plan line nobody reads

Stephen (codemochi)2d ago • 7 min read

"forces replacement": the Terraform plan line nobody reads

Line 267 of a 427-line Terraform plan: # aws_rds_cluster.reporting must be replaced -/+...

#terraform#aws#cicd#devops

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Production-Grade GitOps on AWS: Verified Release Promotion Across EKS Environments with Argo CD and Kargo

Farouq Mousa6d ago • 8 min read

Production-Grade GitOps on AWS: Verified Release Promotion Across EKS Environments with Argo CD and Kargo

There's a moment every platform team hits: Argo CD is syncing beautifully, deployments are...

#gitops#kubernetes#aws#devops

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ElastiCache for RAG: How to Store and Query Embeddings in Redis with Node.js and TypeScript

Dinesh_gowthamAug 24, 2026 • 8 min read

ElastiCache for RAG: How to Store and Query Embeddings in Redis with Node.js and TypeScript

You can serve LLM‑powered answers in milliseconds by caching vector embeddings in Redis—no separate....

#node#aws#typescript#elasticache

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The Modern Cloud Engineer Roadmap: AWS, Terraform, Kubernetes, Git & Go ☁️🚀

Yash Sonawane4d ago • 7 min read

The Modern Cloud Engineer Roadmap: AWS, Terraform, Kubernetes, Git & Go ☁️🚀

If you want to become a Cloud Engineer or DevOps Engineer, you have probably seen a huge list of...

#aws#terraform#kubernetes#git

6 2

Day 32: Rebase Replays Your Commits, and a Restore Inherits Everything You Don't Override

Nnamdi Felix Ibe5d ago • 5 min read

Day 32: Rebase Replays Your Commits, and a Restore Inherits Everything You Don't Override

Today's two tasks are both about a new base. A feature branch that needs to sit on top of a master.....

#devops#git#aws#database

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AWS Solutions Architect Associate: La Guía Que Pasé el Examen y No Quería Olvidar

Antonia Navarrete6d ago • 19 min read

AWS Solutions Architect Associate: La Guía Que Pasé el Examen y No Quería Olvidar

AWS Solutions Architect Associate: La Guía Que Pasé el Examen y No Quería Olvidar Hace...

#aws#cloud#certification

0 1

Day 33: A Conflict Is Git Refusing to Guess, and Lambda's 200 Isn't the One That Matters

Nnamdi Felix Ibe3d ago • 5 min read

Day 33: A Conflict Is Git Refusing to Guess, and Lambda's 200 Isn't the One That Matters

Today was a lesson in reading what a system is actually telling you. Git stopped and said it could.....

#devops#git#aws#serverless

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How One AWS Bill Went From Almost $8,000 a Month Toward $6,000

Slawa PidgornyAug 23, 2026 • 5 min read

How One AWS Bill Went From Almost $8,000 a Month Toward $6,000

Two real scans, eight weeks apart, on the same account Cloud bills rarely jump overnight....

#aws#devops#infrastructure

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