A New Method for Stable Software: Micro Code Reviews for the AI Era

Why AI-generated code needs lightweight verification, and how micro code reviews with git-lrc can improve software stability and developer comprehension.

How Python's GIL actually works (and when it bites you)

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the product. I remember

The Subsidy Era Is Over: A Reality Check on AI-Powered Dev Tool Pricing

A reality check on AI-powered dev tool pricing, shrinking subsidies, workload-based costs, and predictable pricing for code review tooling.

Why Agentic Engineering Must Replace Vibe Coding

A critique of vibe coding and a case for agentic engineering built on verification, feedback loops, accountability, and engineering rigor for serious software systems.

Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

A reflection on AI accountability, individual responsibility, and why careful design is the only viable way to shape outcomes in complex agentic systems.

Searching Billions in Seconds: How HNSW Solved the Scale Problem

Discover how HNSW solved the scale problem for Approximate Nearest Neighbor Search by creating a multi-layered graph system that can search through billions of items in milliseconds.

Recurrent Neural Networks (RNNs): 4 Ideas That Explain How They Actually Work

Understand the basics of RNNs, why they are needed, how they build memory, and their limitations.

How Do Smart Devices Perform Multiple Tasks?

Ever wonder how your Alexa, robot vacuum cleaner, and smartwatch seamlessly perform multiple tasks without getting stuck in the middle? How exactly are these devices programmed to handle it all? You came to the right place to understand how it happens under the hood. In this article, we will understand

Git Packfiles from the Ground-Up: What they are and Why they Matter

A friendly, from-scratch walkthrough of how Git packfiles shrink storage and speed up transfer, backed by real outputs and a full reproducible script appendix.

What Really Happens Before Your Query Runs in SQLite

You think query execution is the main part? Nope. The real work happens before that. In the previous post, you saw how SQLite executes queries as a bytecode program inside a virtual machine. We walked through how SQL gets compiled, how registers hold values, how joins actually run, and why

How AI Systems Self-Correct with LangGraph?

Learn how LangGraph enables AI systems to self-correct and handle complex tasks autonomously.

The 7 Pillars of the Installation Experience: Why Your Users Stay or Go

Your code is ready for the world, but is your installation process killing your user adoption before it even starts?