Sharing insights from my journey as a Lead Engineer, covering topics from technical architecture to team leadership.
· 9 min read
TypeSafe recommends fanning out and asking everything in one call, on the grounds that the extra questions are nearly free. I could not find anyone who had checked whether the answers survive it, so I ran 250 calls.
· 5 min read
How embeddings and HDBSCAN automatically discover hidden structure in text data without you guessing the number of clusters
· 7 min read
The consistency nightmare that happens when your database replicas can't keep up
· 4 min read
How Bitcask proves that appending to files can be blazingly fast
· 4 min read
How to prevent duplicate payment processing when Kafka workers crash using idempotency patterns
· 5 min read
What we learned from the largest supply chain attack in JavaScript history
· 4 min read
How Miyamoto Musashi's ancient strategy guide applies to modern software development mastery
· 4 min read
How BGP routes your data across the world - and why it sometimes delivers to the wrong address
· 4 min read
How to build a ticket booking system that won't crash when millions of cricket fans attack your servers
· 4 min read
Learn how to implement robust client-side caching with IndexedDB for offline-first web applications
· 4 min
Beyond basic rate limiting - adaptive techniques to stop bots while keeping real users happy
· 4 min
How to handle 100k GPS updates without melting your servers or draining every phone battery
· 4 min read
How a simple SELECT query can bring down a 10M player mobile game and the Redis solution that prevents it
· 4 min read
Recent research reveals chain-of-thought AI reasoning might be sophisticated pattern matching, not genuine thinking
· 4 min read
How semantic caching can save your AI chatbot from expensive GPU waste
· 4 min read
OpenAI's latest model combines reasoning with speed, but does it live up to the hype?
· 5 min
A detailed look into how Kubernetes Pods work, how to create them, and why they're the foundation of all workloads.
· 3 min
A deep dive into Cognitive Load Theory — why it’s a game-changer for learning, memory, and decision-making.
· 9 min
Understanding the role of vector dimensions in embeddings — what they mean, why they matter, and how to choose wisely.
· 8 min
A clear, human-style walkthrough of what embeddings really are — how they’re made, why they work, and what they power.
· 9 min
A deep dive into how synonym-based query expansion improves search results in LLM-powered apps and enterprise tools. Real-world cases, design patterns, and tradeoffs.
· 9 min
Part three in my prompt engineering series — this time we explore chain-of-thought prompting, where structured reasoning turns LLMs from guessers into guided problem solvers.
· 7 min
Part two in my prompt engineering series. In this post, I dive into few-shot prompting — when a little context goes a long way.
· 7 min
The first post in a series on prompt engineering — this one explores zero-shot prompting: the cleanest way to get results from LLMs without examples, training, or fine-tuning.
· 6 min
Not just another acronym. SMART goals can be your unfair advantage if you know how to wield them. Here’s how I make them stick.
· 11 min
From FastAPI app to scalable ECS Fargate deployment — all load balanced and wired to your custom domain.
· 10 min
A deep dive into React Virtualized — how it works, why it saves performance, and when to use it.
· 12 min
Lightweight, fast, and surprisingly powerful — how LangChain’s in-memory store helped us manage chatbot context during a hackathon sprint.
· 7 min
A practical guide to the Dependency Inversion Principle in C#—what it means, why it matters, and how to apply it without overengineering your code.
· 6 min
A developer-friendly look at the Interface Segregation Principle in C#, showing how to design clean, focused interfaces without forcing classes to implement what they don't need.
· 7 min
A practical guide to the Liskov Substitution Principle in C# with real-world examples, helping you avoid sneaky inheritance bugs and unexpected side effects.
· 7 min
A practical guide to the Open/Closed Principle in C#, using real-world examples to show how to extend functionality without modifying existing code.
· 6 min
Understanding SRP in C# with relatable examples, real-world refactoring, and practical insights for cleaner, more maintainable code.
· 10 min
A deep dive into how AI models like GPT-4V and CLIP process images, bridging the gap between vision and language with Transformers and multimodal learning.
· 12 min
A practical, easy-to-understand guide on Large Language Models (LLMs) and Transformers—how they work, why they matter, and how they impact modern software development.
· 5 min
Exploring how Jotai and Zustand offer lightweight, efficient, and developer-friendly state management solutions compared to Redux.
· 9 min
Explore how React Query simplifies backend state management in React applications, reducing boilerplate and improving your app’s maintainability—without Redux.
· 8 min
A deeper look at DeepMind’s Gemma 3 — a powerful, multimodal AI model that handles long contexts, over 140 languages, and runs efficiently on a single GPU. What makes it different, and why should you care?
· 6 min
A quick, practical look at how Kahn’s Algorithm can prevent runaway cycles by neatly ordering tasks and modules. Learn how to spot circular dependencies, fix them, and keep everything running smoothly.