Atsushi Suzuki articles - 67 total
Teleport Across Gather Town Instantly with This Chrome Extension
Although remote work is becoming less common lately, I still work fully remotely. Like many remote...
Prevent Unexpected Claude Code Costs with This VSCode/Cursor Extension
Recently, a CLI tool for visualizing Claude Code usage costs has been making waves in Japan. But...
Why I Chose Service Discovery Over Service Connect for ECS Inter-Service Communication
If you've ever looked at an infrastructure setup and thought, "Why on earth is it built this way?" —...
How I Used Amazon Nova Reel and Gradio to Auto-Generate Stunning GIF Banners
I've explored a variety of generative AI tools like Bedrock and Claude, but I hadn’t really ventured...
Cut Your API Costs to Zero: Docker Model Runner for Local LLM Testing
With the release of Docker Desktop 4.40, a beta version of Docker Model Runner is now available for...
Cost Optimization Gone Wrong: Lessons from Using Arm Runners in GitHub Actions for Fargate Spot
About six months ago, I wrote an article about how to cut costs using Fargate and Fargate Spot. At...
The Easiest Way to Set Up MCP with Claude Desktop and Docker Desktop
I'd like to share my experience setting up Model Context Protocol (MCP) integration between Claude...
Improving RAG Systems with Amazon Bedrock Knowledge Base: Practical Techniques from Real Implementation
Recently, I integrated Amazon Bedrock Knowledge Base as a RAG (Retrieval-Augmented Generation) system...
LLM Model Selection Made Easy: The Most Useful Leaderboards for Real-World Applications
Recently, I've been working on integrating RAG (Bedrock Knowledge Base) into a chatbot. However, I...
Automating Tests for Multiple Generative AI APIs Using Postman (Newman) and Exporting Responses to CSV
When integrating generative AI into a chatbot, I wanted to compare the responses of various AI APIs...
Caught in a Cost Optimization Trap: Aurora Serverless v2 with RDS Proxy
I was using a db.t3.medium Aurora instance for my development environment, but with CPU utilization...
Resolving CORS Errors Caused by S3 and WebKit's Disk Cache
Overview of the Issue When displaying images within the chat window of a chatbot service...
Simplify Environment Variable Management with GitHub Environments
In CI/CD workflows, managing environment variables often involves using GitHub Secrets or Variables...
Automating Security Hub Findings Summary with Bedrock, Slack Notifications, and Zenhub Task Management
We had been operating a system where Config and GuardDuty security notifications were sent via email....
Automating BigQuery Data Preprocessing and AutoML with Vertex AI Pipelines
I previously used BigQuery data updated daily for monthly model training. However, the manual...
Troubleshooting the "JavaScript heap out of memory" Error in a Node.js Application on ECS
While running a Node.js application on ECS, it suddenly crashed with the error message "JavaScript...
Resolving ECS Task Definition Security Risks Detected by AWS Security Hub Using Secrets Manager
AWS Security Hub detected several security risks related to ECS task definitions. Among them, we...
How to Protect ECS Containers with a Read-Only Root Filesystem
After enabling AWS Security Hub, I found several security risks related to ECS task definitions....
Automate Slack Notifications with Graphs Using Cloud Run Functions and Cloud Scheduler
I recently built a system to automate Slack notifications with graphs that visualize the session...
Avoiding Connection Pinning in Lambda and RDS Proxy with NestJS and Proxy Splitting
Problem In our application architecture with Lambda + RDS Proxy + Aurora, the Lambda...
From Lambda to Fargate: How We Optimized Node.js Performance with the Right Task Specs
Recently, we migrated from Lambda to Fargate to optimize the performance of a Node.js (NestJS)...
Maximizing Cost Efficiency on ECS Fargate: ARM Architecture and Fargate Spot Strategies
Recently, we transitioned our application architecture from API Gateway + Lambda to an ELB (ALB) +...
Automating Monthly Data Deletion for Aurora MySQL with ECS, EventBridge, and DynamoDB
When handling the deletion of unnecessary data in Aurora MySQL, manually deleting large volumes of...
Optimizing Aurora MySQL Storage by Deleting Unnecessary Data
A table in our Aurora MySQL database was consuming approximately 80% (around 400 GB) of the total...
How to Enable the `Allow GitHub Actions to create and approve pull requests` Option When It's Grayed Out
When trying to create a pull request (PR) from a GitHub Actions workflow, you may need to enable the...
How to Disable TLS v1.1 and Below in AWS ELB and RDS Aurora
While reviewing a security checklist, I encountered a question about whether SSL 3.0 and TLS 1.1 and...
Analyzing ELB Access Logs with Athena: Configuration and Query Examples
I recently enabled access logging for the Application Load Balancer (ELB) to swiftly analyze...
Enabling Access Logs for AWS ELB (ALB) with Terraform
While attempting to enable access logs for an Application Load Balancer (ALB) in AWS, I encountered a...
BigQuery and XGBoost Integration: A Jupyter Notebook Tutorial for Binary Classification
Introduction In selecting a binary classification model for tabular data, I decided to...
Migrating Guide: RDS for MySQL to Aurora
About two months ago, I migrated our database from RDS for MySQL to Aurora MySQL, so I've compiled...