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A junior engineer on my team pulled me aside recently. Not to ask for help. To share a concern. He told me he wasn't always sure he understood everything the AI was outputting for him. He'd been readi
Two agents built on the same GPT-4o can have wildly different reliability. But every benchmark only evaluates the model. So I built Legit — an open-source platform that scores the agent as a whole.
Navigating a large codebase for the first time is painful. You clone the repo, realize there are 300 files, and have no idea where anything lives. You can ask an AI assistant, but it burns through co
Originally published on Build With AWS. Subscribe for weekly AWS builds. An engineer spent 40 minutes last Thursday searching for the internal API rate-limiting policy. She checked Confluence, N
This is a submission for the DEV April Fools Challenge Quantum Collapse is a React editor that monitors your face via webcam and sabotages your code when you blink. Sadly, it works. What I
Building NestJS apps is easy. Building NestJS apps that are still easy to change six months later is a different story. Clean Architecture gives you a way to structure your code so that business logi
👋 Hey there, tech enthusiasts! I'm Sarvar, a Cloud Architect with a passion for transforming complex technological challenges into elegant solutions. With extensive experience spanning Cloud Operati
When I watch an AI agent or a coding tool interact with a website today, the process feels inefficient. These models are essentially forced to squint at raw HTML and minified JavaScript bundles while
The GitHub Actions Workflow Permission Conundrum: A Call for Sanity In the dynamic landscape of modern software development, automation is not just a luxury; it's a necessity. GitHub Action
TL;DR — The ASP.NET Core middleware pipeline is where your app does its real work, but most developers only scratch the surface. In .NET 9, you've got new tools like MapStaticAssets, better exception
Here's a thought experiment. Ethereum has spent years accumulating billions of dollars in staked ETH, with validators putting up collateral to secure the network. That security is expensive to build.
I denied .env file reads in my settings.json. Claude Code read them anyway. Here is how to build permissions that actually hold. Claude Code ships with a tiered permission system that most developers
I just open sourced something I wish existed when I started building data pipelines. Meet dcvpg — Data Contract Validator & Pipeline Guardian 🛡️ The problem: data teams spend hours debugging issues
I got tired of switching between 10 tabs while debugging… so I built this If you’ve worked with APIs, JSON, or tokens, you’ve probably had this moment: You start debugging something simp
SEO tools are everywhere, but most are locked behind signups, API limits, or subscription walls. I wanted something I could actually use without friction — so I built 6 tools over a weekend and open-s
Claude Code git workflows: branches, commits, and rollbacks without leaving your terminal One of the most underrated Claude Code features is how well it integrates with git. You can do your
The glow of my monitors cast long shadows across the room at 3:00 AM. My terminal was bleeding red text. 403 Forbidden. 429 Too Many Requests. Connection Reset by Peer. Apple was fighting back, and th
Who this is for: Engineers deploying Backstage on Kubernetes via the official Helm chart who want a working portal, not just a running pod. This guide starts where most tutorials end — after helm ins
Ahnii! Waaseyaa had a controller dispatcher that grew past 1,000 lines. Every new feature meant more conditionals in the same file. This post covers how that dispatcher was replaced with domain-speci
Most ML project lists are built for data science students. This one is built for software engineers who already know how to ship production code and want to demonstrate ML competence to hiring teams,