Transformers Are Not Magic: What Every Engineer Must Understand About Attention Mechanisms
Why LLMs get slow, costly, and forgetful as prompts grow, explained through attention, the key-value cache, and the square-law cost behind latency and bills.
[ 29 POSTS TAGGED TECH ]
Prompt-Driven Architecture: Designing Systems Where AI Is a First-Class Component
How to keep software testable and debuggable when an LLM sits on the critical path — using live-stream content moderation as the worked example.
How Coding Agents Change Engineering Work: Findings from a Year
Discover how AI coding agents have transformed software engineering over the past year. Learn their impact on productivity, code quality, workflows, and the evolving role of developers.
Claude Code Explained: The Complete Developer's Guide
Learn everything about Claude Code in this complete developer's guide. Explore its features, workflows, best practices, and how it helps engineers build software faster with AI.
The AI-Native SDLC: AI in Every Stage of Software Delivery
The AI-native SDLC: A comprehensive guide to embedding AI in every stage of software delivery to cut cycle time and reduce incident response. Includes a practical blueprint, tips, and data.
AI for Europe's Mid Market: Why European SMEs are Falling Behind Enterprise AI Tools
The case for building AI-native tools for Europe's 25 million SMEs who can't afford Salesforce Einstein.
Fine-Tuning vs RAG vs Prompt Engineering: Choosing the Right Strategy for Your Use Case
Compare fine-tuning, RAG, and prompt engineering for LLM applications. Learn when to use each strategy, their costs, trade-offs, and how to choose the right AI architecture.
Vector Databases Demystified: Why Your SQL Database Can't Handle the AI Era
How embeddings similarity search and vector stores are replacing traditional retrieval for AI applications.
The Context Window Is Your New RAM: Engineering for Token Limits at Scale
LLM context window mismanagement silently breaks production AI systems. Learn token budgeting, RAG optimisation, agentic workflows, and MCP patterns to engineer at scale
Case Study: Tackling a Complex Video Editing Feature Without Breaking Existing Functionality
The feature under development is a complex video editing operation involving significant logical and computational challenges, as well as a high number of
Thinking in React: Component-Based Architecture
Discover how React's component-based architecture simplifies web development by breaking down complex UIs into reusable parts, enhancing scalability and code quality.
Code Quality Matters: Understanding Smells and Heuristics in Code
Identify code quality, apply heuristics, and adopt best practices to ensure clean, efficient, and maintainable code in your development process.
Elegance in Databases: The Art of SQL vs NoSQL
Explore SQL vs NoSQL: Compare PostgreSQL & DynamoDB for scalability, performance, and use cases. Discover the best database for your application's needs.
Building End-to-End Live Streaming Solution with AWS Media Services
Build an end-to-end live streaming solution with AWS Media Services for scalable, reliable, and real-time streaming.
Adaptive Bitrate Streaming and Bitrate Switching: Advancements in Streaming
Explore the advancements in streaming, adaptive bitrate streaming and bitrate switching focusing on Adaptive Bitrate Streaming (ABR)
Simplifying Cross-Account Communication in AWS: A Practical Guide
This blog is here to break down a practical guide of Cross-Account Communication in AWS
Rebuild Elasticsearch index without downtime
Learn how to update an Elasticsearch index without downtime, seamlessly ensuring smooth data operations and availability.
Implementing a global store using React Context and Hook patterns: Part 1
Learn implementing a global store using react context and hook patterns part 1
Managing dependency on external modules in a seamless way
Explore expert strategies and best practices for Managing dependency on external modules in a seamless way.
Build a CLI application with Python and Typer
CLI applications are ubiquitous and we are using them every day whether it be Git, Curl, or Pip. In this blog, I will show you how to build a Site
Using AWS Services from different regions using Serverless Architecture
Using AWS Services from different regions using Serverless Architecture- Boosts performance, and ensures compliance for tech businesses.
Turbocharge Your Development: Build REST API in 5 Minutes with FastAPI
Build REST API in 5 minutes with FastAPI! Explore its high-performance features: async programming, auto docs, and built-in data validation.
Gzip internals: How to implement gzip (de)compression
Gzip (typically files with .gz extension) is a file format that contains compressed data blocks. It is used in web protocol such as http to compress data
An approach for working with legacy API and new API
When we first start working with a third-party API, the version we started with may become obsolete after a few years since the legacy API may no longer be
Secure your GraphQL API with some advanced strategies
Learn advanced strategies to secure your GraphQL API against complex and potentially malicious queries, ensuring robust protection for your server.
Understanding Threads and Asynchronous I/O in Programming
You might have heard from your senior developers the following:
Streaming with AWS Media Services
Have you ever been curious about the inner workings of video streaming and how you can leverage AWS media services to create one. A stream of your own?
Python-ing it better
Where I work; we are obsessed with python, we use it everyday and to us python is an art. Python does not force rules unto you. But there’s always a better
Migrating your Create React App project to Vite
In one of my previous articles, I have discussed why Vite is faster and how you can start a new project with Vite.
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