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Latest Articles
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
5+ hour, 28+ min ago (493+ words) I write better code than I write PR summaries. That is not a flex. It is a confession. Most of my commit messages used to look like “fix stuff or a paste of git diff --stat into a cloud chat…...
My Data Science Internship Journey with OASIS INFOBYTE 🚀
5+ hour, 23+ min ago (1641+ words) When I first started learning Data Science, most of my learning came from tutorials, online resources, and practice problems. I understood concepts like Python, data analysis, Machine Learning, and data visualization, but I always felt there was a difference between…...
Why a PR walkthrough can pass validation and still be hard to read
13+ hour, 5+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...
I Blamed the Firewall for 48 Hours. localhost Resolved to IPv6 First
13+ hour, 7+ min ago (786+ words) This is a 48-hour field notebook, not a victory lap. I will show what I tried, what actually broke, and the small reproduction I wish I had run in the first hour. If you strip every product name out of…...
How Docker Image will be created from Docker file?
8+ hour, 32+ min ago (31+ words) A Docker image is created from a Dockerfile by the Docker build process. Docker reads the Dockerfile during docker build, processes each …...
Built a Repository for Student Offers
13+ hour, 25+ min ago (344+ words) As a student, I kept finding useful student offers randomly — sometimes through GitHub, sometimes from a friend, and sometimes from a post I happened to come across. Free developer tools, AI tools, cloud credits, design software, premium plans, learning platforms…...
Smarter Python Configs: an OOP Framework
14+ hour, 44+ min ago (99+ words) Originally published on wisl.dev. Update: this framework grew into bakefile, a task runner: the same... Tagged with cicd, devops, oop, python....
Building NexisK: A Technical Deep Dive into My i386 Kernel
15+ hour, 24+ min ago (1627+ words) Building NexisK: Inside My i386 Kernel, Custom Bootloader and Memory Management Building an operating system kernel from scratch is not primarily about displaying text on a screen. It is about establishing a controlled execution environment on hardware that initially knows nothing…...
Reduce PR review time with AI: what the 45% claim leaves out
15+ hour, 24+ min ago (412+ words) When a team asks how to cut pull request review time with AI, the answer they get is usually a vendor number. Atlassian says Rovo cut PR cycle time by 45% in their dogfooding. That number is real, but it's self-attested:…...
Multi-repo AI review: a context problem, not a volume problem
15+ hour, 50+ min ago (1117+ words) Most buyers asking which AI code review tool fits a large engineering team with multiple repositories are still given a long list of PR scanners. That list answers the wrong question. Review across many repos stops being a volume problem…...