07 / Journal

Thoughts from buildingreal AI systems.

Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.

27
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8 articles of 26

Edge Functions Best Practices: Enhancing Web Applications with CloudFront
Web Application Development7 min read

Edge Functions Best Practices: Enhancing Web Applications with CloudFront

Edge functions are powerful developer tools that allow you to add custom logic at the edge with CloudFront, Amazon Web Services' (AWS) content delivery network. By leveraging edge functions, developers can enrich web applications, reduce latency, and build fully distributed applications. In this article, we will explore the best practices for utilizing edge functions effectively…

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Building Real-Time Web applications with tRPC: A Comprehensive Guide
TypeScript11 min read

Building Real-Time Web applications with tRPC: A Comprehensive Guide

In today's digital world, real-time web applications have become increasingly popular, enabling users to experience instant updates and seamless interactions. One powerful tool that developers can leverage to build real-time web apps is tRPC. With tRPC, developers can create fully type-safe APIs using TypeScript, Next.js, Chakra UI, and Prisma ORM. This comprehensive guide will walk…

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Innovating the Future: Unveiling Cloud App Development Strategies
Mobile App Development12 min read

Innovating the Future: Unveiling Cloud App Development Strategies

In the rapidly evolving landscape of technology, the fusion of data science and software engineering propels us into uncharted territories. As a seasoned data scientist and software engineer, my professional journey unfolds not merely as a pursuit of excellence but as a relentless exploration of innovation. This journey is not just about technological advancement; it's…

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A Journey in User-Friendly Web Application Security
Blog10 min read

A Journey in User-Friendly Web Application Security

In the expansive world of the internet, where every click opens a gateway to information, entertainment, and commerce, the importance of robust web security measures cannot be overstated. As users traverse the digital landscape, the responsibility falls on the shoulders of developers, architects, and guardians of the virtual realm to ensure that these journeys are…

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A Comprehensive Guide to Database Management and Integration in Software Engineering
Data Science12 min read

A Comprehensive Guide to Database Management and Integration in Software Engineering

In the ever-evolving realm of data science and software engineering, the orchestration and harmonization of databases emerge as linchpins for the smooth functioning and peak efficiency of operations. In my capacity as a seasoned practitioner in both data science and software engineering, I bring forth a wealth of experience and proficiency in the art of…

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Challenges and Best Practices in Docker Container Security
DevOps7 min read

Challenges and Best Practices in Docker Container Security

Docker Security: A Comprehensive Guide Docker containers have become increasingly popular in recent years, but with this popularity comes increased security concerns. Containers are more complex than traditional virtual machines, and securing them can be challenging. In this article, we will discuss the importance of Docker security, the reasons for the complexity of Docker containers,…

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5 Ways to Instantly Improve Your Angular Codebase
Angular10 min read

5 Ways to Instantly Improve Your Angular Codebase

Angular is not that easy. It requires deep learning. Building easy to read and maintain apps is no doubt an art. This article shares 5 ways to improve your Angular codebase quality. It includes everything from naming your file, complicated topics such as redux to state management. Learn how you can use all these tips…

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AWS Lambda with Node.js: Serverless Computing Simplified
Node11 min read

AWS Lambda with Node.js: Serverless Computing Simplified

Are you curious about AWS Lambda, the powerful service for building highly scalable, event-driven applications? It's no surprise that terms like 'serverless,' 'function-as-a-service,' and 'AWS Lambda' might leave you feeling a bit puzzled. But don't worry, you've come to the right place! This article is your guide to understanding AWS Lambda serverless technology, and it…

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