Omax Tech Blog
Practical insights on software development, AI, data engineering, cloud architecture, and DevOps - written by the engineers and consultants at Omax Tech.
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Yawar KhanProduction Ready ( Quality, performance, and the lessons learned shipping to 150 stores )
We chose dbt over custom scripts, built observability, optimized performance, and shipped to production...
Yawar KhanScaling from 15 to 150 Stores ( When copy-paste becomes technical debt, macros become salvation )
We built a pipeline with observability, incremental models for performance, and snapshots for history. Our 15-store deployment ran smoothly...
Yawar KhanKeeping Your Data Fresh: ( The wake-up call at 3am that taught us about observability )
That morning taught us a crucial lesson: a successful dbt run doesn't mean your data is fresh, accurate, or complete. You need observability.
Yawar KhanRetail Data Chaos: How We Found Our Way Out ( When spreadsheetsfail and databases multiply, where do you turn? )
Picture this: You're managing data for a growing retail chain. Store afterstore opens New York, San Francisco, Los Angeles—each with its own MySQL database...
Yawar KhanSecuring Your AI-Powered Future (How Authorization Ensures Safe and Appropriate Access)
Discover how authorization in MCP ensures secure, role-based access for AI-powered business workflows...
Yawar KhanProtecting Your AI-Powered Systems (How Rate Limiting Ensures Stability and Performance)
MCP connects AI to your applications (Episode 1) and enables powerful self-service analytics (Episode 2)...
Yawar KhanAI-Powered Analytics (How MCP Enables Self-Service Reporting Without Developers)
One of the most powerful applications of MCP is enabling self-service analytics. Product owners, managers, and business analysts...
Yawar KhanAI Meets Your Applications (What is MCP and Why Your Business Needs It Now)
Traditional application programming interfaces (APIs) have served us well, but they require technical knowledge. Developers need to understand endpoints...
Hunain ArifWhy Building the Right MVP Architecture No Longer Slows You Down
Just build a simple monolith for your MVP. You can fix the architecture later...
Muhammad AdanAI-Assisted MVP Development (Vibe Coding)
Building a startup MVP used to be slow, expensive, and stressful especially if you weren’t technical....
Muhammad Khurram KhanFrom SEO to AEO & GEO: Why QA Teams Will Own Search Visibility in the AI Era
Search is no longer just a list of links. It’s becoming a decision layer, A place where users expect an immediate, synthesized answer, a recommendation, or a next action...
Zohaib AnwarCommon Amazon EventBridge Pitfalls in Production (and How to Avoid Them)
Amazon EventBridge simplifies the implementation of event-driven architectures. Publish an event, configure a rule, attach a target-and the system appears to work seamlessly...
Bilal MamjiBuilding Production-Ready RAG Microservices: A Complete Serverless Architecture Guide
Large Language Models like GPT-4 and Claude have a critical flaw for businesses: they don't know your proprietary data. They can't answer questions about your products...
Misbah AliWhat is a Data Lake, Data Warehouse, and Data Lakehouse? - A Simple Beginner’s Guide
Data has become one of the most valuable assets for modern businesses. Every click, transaction, message, and app interaction generates information that companies want to store, analyze, and learn from....
Shahzaib RaufImplementing a Scalable AWS Landing Zone: A Practical Guide for DevOps Teams
An AWS Landing Zone is a well-architected, multi-account AWS environment designed to support scalability, security, compliance, and operational excellence from day one....
Muhammad AdanUsing EventBridge for Async Communication in a Serverless Microservice Architecture
Microservices often begin with simple, synchronous communication: Service A calls Service B’s API and waits for a response...
Shaheryar PirzadaPros and cons of using DynamoDB
Amazon DynamoDB has become one of the most popular NoSQL databases in the cloud, offering a fully managed, serverless experience....
Shaheryar PirzadaMoving Relational Data from SQL to DynamoDB: A Practical Guide
Migrating data from a traditional relational database like MySQL, PostgreSQL, or SQL Server into Amazon DynamoDB isn’t just a lift-and-shift operation...