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Yuuki Yamashita

I'm an AWS Community Builder (AI Engineering) based in Japan.

Location Japan Joined Joined on  github website
Port Numbers, In Order: Why the List Has Gaps, and the Best Stories Behind the Numbers

Port Numbers, In Order: Why the List Has Gaps, and the Best Stories Behind the Numbers

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17 min read

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I Built an AI Agent That Catches AI Hype-Mongers on X — with Strands Agents + Bedrock AgentCore

I Built an AI Agent That Catches AI Hype-Mongers on X — with Strands Agents + Bedrock AgentCore

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4 min read
The Three Zeros: Why AWS Keeps Deleting the Excuse for Permanent Access

The Three Zeros: Why AWS Keeps Deleting the Excuse for Permanent Access

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6 min read
I Let an AI Agent Design, Deploy, and Fix Its Own AWS Stack with CloudFormation Express Mode

I Let an AI Agent Design, Deploy, and Fix Its Own AWS Stack with CloudFormation Express Mode

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5 min read
Never oversell, anywhere on Earth — a global drop platform on Amazon Aurora DSQL

Never oversell, anywhere on Earth — a global drop platform on Amazon Aurora DSQL

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5 min read
Is a "Zero IAM Users" AWS Setup Actually Possible?

Is a "Zero IAM Users" AWS Setup Actually Possible?

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3 min read
aws login: What AWS CLI's New Console-Credential Command Can (and Can't) Do

aws login: What AWS CLI's New Console-Credential Command Can (and Can't) Do

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7 min read
Attacking AWS DevOps Agent: Designing Prompt Injection Attacks on the Ops Layer

Attacking AWS DevOps Agent: Designing Prompt Injection Attacks on the Ops Layer

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5 min read
Let AI prep your Singapore trip — streaming Bedrock's Extended Thinking over SSE on top of Tavily Search

Let AI prep your Singapore trip — streaming Bedrock's Extended Thinking over SSE on top of Tavily Search

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5 min read
The Tale of CloudFront — The World's Greatest Delivery Boy

The Tale of CloudFront — The World's Greatest Delivery Boy

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4 min read
Can You Really Run a VPC with Zero Public Subnets Using Regional NAT Gateway? A Hands-On Verification

Can You Really Run a VPC with Zero Public Subnets Using Regional NAT Gateway? A Hands-On Verification

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10 min read
I Built a CFP Copilot with Amazon Quick - From Prompt to Published App in Under 1 Hour

I Built a CFP Copilot with Amazon Quick - From Prompt to Published App in Under 1 Hour

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3 min read
AI Minecraft AWS — Building an autonomous Minecraft agent with Strands Agents + AgentCore Runtime + Bedrock

AI Minecraft AWS — Building an autonomous Minecraft agent with Strands Agents + AgentCore Runtime + Bedrock

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6 min read
The day I gave an AI a wallet — building an approval-gated shopping agent with Sonnet 4.6, AgentCore Payments, Rakuten and Stripe

The day I gave an AI a wallet — building an approval-gated shopping agent with Sonnet 4.6, AgentCore Payments, Rakuten and Stripe

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5 min read
Porting Apex Voice to Windows broke at every single layer (faster-whisper + pystray + pywin32)

Porting Apex Voice to Windows broke at every single layer (faster-whisper + pystray + pywin32)

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5 min read
Apex Voice v2 — Killing Hallucinations, Cutting Latency, and Landing on Caps Lock

Apex Voice v2 — Killing Hallucinations, Cutting Latency, and Landing on Caps Lock

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7 min read
Building a chat-based Marp slide generator with Next.js, Amazon Bedrock, and Lambda

Building a chat-based Marp slide generator with Next.js, Amazon Bedrock, and Lambda

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6 min read
Voice Typing Anywhere on macOS — I Built Apex Voice with mlx-whisper, Amazon Bedrock, and Strands Agents

Voice Typing Anywhere on macOS — I Built Apex Voice with mlx-whisper, Amazon Bedrock, and Strands Agents

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4 min read
I gave my AI agent a boss: a human-approval gate in Slack, over MCP

I gave my AI agent a boss: a human-approval gate in Slack, over MCP

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4 min read
I built a web app that overlays Niconico-style scrolling comments onto your slides (PowerPoint-ready, keyless OIDC)

I built a web app that overlays Niconico-style scrolling comments onto your slides (PowerPoint-ready, keyless OIDC)

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3 min read
Building Fridge AI Health: An AI-Native Full-Stack App with Vercel and Amazon Aurora

Building Fridge AI Health: An AI-Native Full-Stack App with Vercel and Amazon Aurora

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5 min read
Detect AI writing, then rewrite it human — Bedrock + Strands Agents + AgentCore Gateway

Detect AI writing, then rewrite it human — Bedrock + Strands Agents + AgentCore Gateway

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5 min read
Never oversell, anywhere on Earth — building a global drop platform on Amazon Aurora DSQL

Never oversell, anywhere on Earth — building a global drop platform on Amazon Aurora DSQL

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5 min read
From static slides to a postable video: finishing my LINE-style chat generator with GitHub Copilot

GitHub “Finish-Up-A-Thon” Challenge Submission

From static slides to a postable video: finishing my LINE-style chat generator with GitHub Copilot

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3 min read
Generating animated LINE-style chat slides with python-pptx + raw XML (and shipping it on Vercel)

Generating animated LINE-style chat slides with python-pptx + raw XML (and shipping it on Vercel)

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8 min read
Building Diagram AI: From Natural Language (and Screenshots) to AWS Architecture Diagrams

Building Diagram AI: From Natural Language (and Screenshots) to AWS Architecture Diagrams

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6 min read
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