Web Development

Web Development DEV Community 3 hours ago

Why Your Enterprise RAG Pipeline Is Failing Before the First Query Runs

Introduction: The Ingestion Layer Is the Real Bottleneck Most teams building Retrieval-Augmented Generation (RAG) systems invest their engineering effort in two places: the LLM and the retrieval layer. They tune prompts, experiment with embedding models, compare vector databases, and benchmark retrieval precision. When the system underperforms in production, they go...
Web Development DEV Community 3 hours ago

The bug where every check passed and the data was still wrong

I'm building [mongopg-migrate], a tool that migrates MongoDB collections onto an existing Postgres schema you already designed. It's alpha pip install mongopg-migrate, currently v0.2.0. This is a bug from it, the worst one I've hit so far, because every safeguard the tool has fired correctly, and the migration still came...
Web Development DEV Community 3 hours ago

I Built a Git Hook That Makes Revert Commits Conventional

Git's default revert message is useful, but it does not fit nicely into a Conventional Commits history. Given this commit: feat(email): add send tool git revert generates: Revert "feat(email): add send tool" I wanted: revert(email): add send tool So I built conventional-revert-hook. What it does The hook uses Git's prepare-commit-msg...
Web Development DEV Community 3 hours ago

AI‑Powered Smart Routing: One Inbox for All Channels

The problem Small businesses in India often juggle dozens of customer conversations across WhatsApp Business, Instagram Direct, SMS, web‑chat widgets, and email. Each channel has its own interface, notification settings, and sometimes even different formatting rules. When a customer sends a query on one channel, the owner or a team...
Web Development DEV Community 4 hours ago

What is the best way to manage a PHP project?

I’m currently learning PHP and working on a PHP project. I want to properly manage my source code, track changes, and keep my project backed up online. For a beginner, would you recommend using Git + GitHub, or are there better tools for managing PHP projects? What tools and workflow...
Web Development Master.dev Blog RSS Feed 16 hours ago

A Deep Dive into StyleX

StyleX has been around for a while, but it’s seeing a resurgence in popularity lately for whatever reason. Seems pretty good to me. You don’t have to write atomic CSS, but you get atomic CSS output that loads like any other CSS. Kinda like you don’t have to write like...
Web Development Master.dev Blog RSS Feed 7 days ago

React Now Rusted All The Way Out

The transition to the Rust version of the React Compiler for the 1,036-file React Router codebase resulted in a significant speed increase, improving build times from 14.3 seconds to 0.81 seconds. The new compiler addresses previous limitations and ensures consistency across the toolchain, making it easier to manage builds with...