When people talk about AI and software development, the focus usually lands on productivity: faster pull requests, fewer boilerplate chores, auto-generated tests, autocomplete that feels psychic. But according to Idan Gazit, who leads GitHub Next—the team behind Copilot and GitHub’s long-range R&D—that’s the shallow end of the change curve. The deeper shift is happening before…

JSON, or JavaScript Object Notation, was popularized by Douglas Crockford in early 2000. Since then, there’s been no looking back. JSON has become the standardized data exchange format between client and server technologies. JSON was built for humans. It’s readable, accessible, and universal for APIs to consume data or return responses. But in the modern…
![System Design Patterns in Android Bluetooth [Full Handbook]](https://monimega.com/wp-content/uploads/2025/11/78e1861c-62d3-44c8-adc3-971d6b63a7cc.png)
If you’ve ever opened the Android Bluetooth source code, you might know this feeling. You go in with the calm confidence of a developer who just wants to understand how things work. You open BluetoothAdapter.java and think, “Ah, this looks clean.” Then you click through a few methods. Suddenly, you’re in AdapterService.java, then StateMachine.java, and…

You may have built a Retrieval-Augmented Generation (RAG) pipeline to connect a vector store to a powerful LLM. And RAG pipelines are incredibly effective at grounding models in factual, up-to-date knowledge. But if you’ve worked with them long enough, you’ve likely hit a wall. The system is great at answering “What is X?” but falls…
The range syntax isn’t a new thing. We‘re already able to use it with media queries to query viewport dimensions and resolutions, as well as container size queries to query container dimensions. Being able to use it with container style queries — which we can do starting with Chrome 142 — means that we can…

This writeup is for someone who wants to learn the basics and understand the system in simpler terms. Blockchain is a record or log of all the Transactions that happened on the network. A Transaction is any action or event recorded on the blockchain. For example, a social media app: In current system, a centralized…

I’ve been in front-end development long enough to see a trend over the years: younger developers working with a new paradigm of programming without understanding the historical context of it. It is, of course, perfectly understandable to not know something. The web is a very big place with a diverse set of skills and specialties,…

In data science interviews — and in real-world product work — you’ll often face this classic dilemma: Metric A goes up 📈 but Metric B goes down 📉 — what should you do? Should you celebrate the improvement or worry about the decline? This post walks through a structured decision framework to help data scientists…
If you’ve been writing JavaScript for more than 10 minutes, you already know one thing: you keep rewriting the same tiny utility functions over and over again. That’s stupidly inefficient. So I built coderkit, a lightweight, practical utility toolkit meant to kill repetitive code and give you a clean, reliable set of helpers you actually…

Integrating vector search into traditional data platforms is becoming a common task in the current AI-driven landscape. When Google announced general availability for vector search in BigQuery in early 2024, it joined a growing list of established databases that have added capabilities for similarity search on high-dimensional embeddings. But if you examine BigQuery’s implementation more…