Claude Code Authentication: Subscription, API Key, Amazon Bedrock, and Claude Platform on AWS

I'm a big fan of using Claude and Claude Code for development. Many organizations are currently using...

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I Let AWS Rewrite My DevOps Agent's Prompt: 142 Sessions, +6.2%, and a p-value of 0.38

I closed the Episodic Memory article with a line that kept nagging me for months: "there's a point...

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GitHub Actions OIDC Changes

Introduction If you're familiar with using OpenID Connect (OIDC) to authenticate GitHub Actions to...

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Your AI Assistant is Eating Money You Can't See. Here's the Math

AI tokens cost enterprises $500-$2,000 per developer monthly. Learn how tokens work, why pasting code burns 2x more tokens than text, and 9 habits that cut waste by 60%. Real data from Uber, Meta, and Microsoft.

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Comparing AWS Glue Job's Default Mode and VPC Mode

Original Japanese article: Glue JobのDefaultモードとVPCモードを比較する Introduction I'm Aki, an...

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Vibe Coding vs. Spec Coding: How Kiro is changing the way we build AI-Powered Software

Artificial Intelligence has fundamentally changed how we build software. Today, it's possible to...

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A Developer’s Map of the European Power Grid

A year ago, if you had asked me how the European power grid worked, I would have confidently answered...

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Nothing throws when redaction fails

Read this first: You don't need a frontier model to redact PII Asked to redact a PII-dense document,...

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You don't need a frontier model to redact PII

Amazon Nova Pro matched a 4GB open-weight model running on a laptop on German PII redaction: 94%...

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Quantum Computers Can't Break Your Encryption Yet. "Yet" Is the Problem.

Right now, someone could be copying your encrypted traffic off the wire and storing it. They can't...

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Let's combine AWS DevOps Agent and Jinbaflow to generate PDF reports.

Here's the English translation of your blog post: I had never properly tried the MCP integration...

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Swarm en Strands: orquestación autónoma mediante handoffs emergentes

Siguiendo con la serie de artículos sobre la orquestación de multiagentes en Strands, en estas notas...

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SWIFT built a blockchain ledger with Hyperledger Besu: dissecting a supposed architecture and imagining it on AWS

Intro In July 2026, Swift went live with blockchain, including 17 banks worldwide (Itaú...

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Embedding AI Agents into a File Portal — From AgentCore MCP to Multi-Agent Teams (Part 3)

Letting AI agents search and read NAS files through Amazon Bedrock AgentCore over MCP, with a human approving anything destructive.

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Embedding Storage Operations into a File Portal — From ARP/AI Incident Response to Regulatory Retention Management (Part 2)

Driving ransomware detection, containment, immutable snapshots and audit-log review from a browser, on top of ONTAP ARP/AI and SnapLock.

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Adding a File Portal to FSx for ONTAP S3 Access Points — Choosing Between Amplify Gen2 and Nextcloud (Part 1)

Reaching NFS/SMB files from a browser and from AI without moving the data. Comparing Amplify Gen2 and Nextcloud on one FSx for ONTAP S3 Access Point.

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AI Is Great at Reasoning. Stop Using It for Workflows.

More than a year ago, which is practically ancient history in the AI years, I wrote a blog about...

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AWS Elemental MediaConvert: The Video Service Every Developer Should Know

About this series Most AWS learning stops after EC2, S3, IAM, and Lambda. But AWS has over...

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What’s the Policy Again?

In my last project, I built a LLM routing system that dynamically selects and switches between...

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Scan user uploaded files using AWS Lambda MicroVM and ClamAV

AWS Lambda MicroVMs are isolated serverless compute environments that provide vm-level isolation. In this post, I discuss a scenario where user uploaded files can be scanned for malware using MicroVM and ClamAV an open-source antivirus engine.

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I Broke My Own Serverless App on Purpose, Then Asked AWS DevOps Agent What Happened

A hands-on field report: real account, real incident, real investigation output — graded claim by...

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ECS Blue/Green Deployments No Longer Need CodeDeploy

For years, every blue/green deployment I ran on ECS had a second service bolted onto the side of it:...

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I Stopped My AI From Making Up AWS Answers With One Command

The Problem AWS announces changes continuously, any reader here would be familiar with...

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Kiro em todo lugar!

Usar IA no dia a dia não é nenhuma novidade, e praticamente TODO O MUNDO já sabe disso. E hoje temos...

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A Layman's Guide to Amazon Bedrock AgentCore: Identity, Gateway, Memory, and Runtime in Terraform

Contents AgentCore Identity: who can do what AgentCore Gateway: the right tool, no wasted...

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Azure Foundry as Master, Bedrock as Remote: Cross Cloud A2A

A measured cross-cloud smoke test: Microsoft Foundry orchestrates MCP and calls an Amazon Bedrock AgentCore specialist over authenticated A2A.

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Six Cross-Cloud A2A Paths, One Benchmark: How AWS, Azure, and GCP Agents Actually Work Together

Every directed edge between Bedrock AgentCore, Microsoft Foundry, and Google ADK, deployed and measured over A2A v1.0 — the numbers, the recurring failures, and what is still unmeasured.

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Google ADK Cross Cloud to Amazon Bedrock over A2A

This is the third run of the same cross-cloud currency benchmark, and the first with the arrow...

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Amazon EC2 Auto Scaling — Instance Refresh in CloudFormation

This is a fresh AWS announcement (July 2026). Here's a breakdown of what it means and how to use...

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The CloudWatch to S3 Tables Mirror Is Not an Archive. It Expires With Your Log Group.

As of June 2026, CloudWatch Logs can mirror a log group into S3 Tables in Apache Iceberg format,...

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