Omax Tech Blog
Practical insights on software development, AI, data engineering, cloud architecture, and DevOps - written by the engineers and consultants at Omax Tech.
By Industry
The Right Way to Migrate from MySQL to AWS Aurora DSQL
Migrating a production database is one of the highest-risk changes you can make to an application. Moving from MySQL to AWS Aurora DSQL raises the stakes further...
From Memory Nightmare to Serverless: Bundling Files into a ZIP with AWS Lambda
A straightforward 'download all these files as one ZIP' request that worked perfectly on my laptop and... fell over the first day it met real production load. Here's the debugging story, the scaling options I ruled out, and why AWS Lambda was the right answer.
Clean Code vs. Overengineering: Where Should Developers Draw the Line?
Clean code reduces unnecessary complexity; overengineering invents it. A practical guide to using context, evidence, and the cost of change to know when to stop adding abstractions...
Kafka vs RabbitMQ vs AWS EventBridge: Choosing the Right Architecture Based on Business Requirements
Compare Kafka, RabbitMQ, and AWS EventBridge based on scalability, routing, event streaming, replay, infrastructure, and business requirements to choose the right architecture...
AI Integrations for QA Engineers
Learn how QA engineers can connect AI with Jira, GitHub, Slack, Notion and other tools to improve testing, bug tracking, reporting and QA productivity...
The Ultimate Guide to Amazon SES Setup with GoDaddy DNS
Learn how to set up Amazon SES with GoDaddy DNS. Complete step-by-step guide covering Easy DKIM, SPF, DMARC, custom MAIL FROM, and exiting the SES Sandbox...
AWS DevOps Agent Setup Guide with EC2
Learn how to set up AWS DevOps Agent with EC2, CloudWatch, IAM, and Agent Spaces for AI-assisted monitoring, incident investigation, and root-cause analysis...
Multi-Tenancy Patterns in DynamoDB: Silo, Pool, and Bridge Models
If you've already made the jump from a relational database to DynamoDB see our guide on moving relational data from SQL to DynamoDB...
We stopped leaving the IDE to design. Here’s our Cursor → Figma flow
Cursor drafts fast, catches gaps early, and still clips fields and breaks layouts. Here's the real pros-and-cons breakdown of our workflow...
AWS DevOps Agent: How AI is Automating On-Call Incident Response
If you've ever been on call during a production outage, you know how stressful it can be. Alerts start firing, dashboards light up, and suddenly you're jumping between monitoring tools...
Catch Missing Images Before Deploy: A Simple Pre-Build Script for Next.js
How Omax Tech added a lightweight image validation gate to Next.js 15 builds on Vercel...
Teach your LLM your design system: Storybook MCP + Amazon Bedrock + Strands
How to stop models inventing buttons and make them build UI from your real component catalog. Most "AI UI" demos look great until you paste the markup into a real product. The fix is not a smarter prompt...
Configure Self Hosted GitLab Repository Mirroring
Self hosted GitLab Repository Mirroring is a powerful feature that automatically synchronizes repositories between GitLab and external Git providers...
Event Sourcing: A Foundation Guide
Event Sourcing is an architectural pattern where every state change is recorded as an immutable event rather than updating a database row in place...
AWS Security Best Practices Every Business Should Follow
As more organizations migrate their applications and critical workloads to AWS, securing cloud environments has become a business priority rather than just an IT responsibility...
AWS Migration Checklist: A Practical Roadmap for Modern Businesses
Migrating businesses to AWS offers many benefits, including cost optimization, improved security, and greater scalability. However, a successful migration requires careful planning and execution. Otherwise, organizations may experience...
Agentic AI for QA & Software Testing with MCP Servers
For years, QA engineers have relied heavily on manual testing, repetitive validation, documentation, and traditional automation scripts But now, a new era of testing...
Our Proven Web Development Process That Delivers Real Results
In software development, success does not come from coding alone. Real results come from understanding business needs, planning the right workflow, building user-friendly designs...
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