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01:33
2026-05-24
dev.to
developer-tools

Java Records Deserve a Mapper Built for Them

The article introduces Immuto, a new Java annotation processor designed specifically for mapping Java Records, which have been stable since Java 16. Unlike existing mappers built for mutable JavaBeans, Immuto generates c…

20:21
2026-05-23
dev.to
developer-tools

What I Learned Building My First Express Server

A frontend developer documented their experience building a first Express server from scratch, explaining core concepts like route parameters, query strings, and the `req`/`res` naming convention. The article breaks down…

17:42
2026-05-23
dev.to
developer-tools

🌿 Git Mastery: The Complete Developer Guide

This article is a comprehensive guide to Git, covering everything from initial setup and configuration to advanced branching strategies. It explains Git as a distributed version control system that tracks code changes, e…

13:34
2026-05-23
dev.to
developer-tools

TypeScript 54 to 58: The Features That Actually Matter in 2026

This article summarizes the most impactful features introduced in TypeScript versions 5.4 through 5.8, focusing on practical improvements for daily coding workflows. Key updates include reliable `infer` in template liter…

05:22
2026-05-23
dev.to
developer-tools

Building Health Record App with Gemma 4

The author describes building a personal, offline health record app using Gemma 4, Kilo code, and a Vite/React/SQLite stack to track health issues, expenses, and medication. The app was developed by turning a single prom…

21:49
2026-05-22
dev.to
developer-tools

Use SVGIcons as a Claude Custom Connector to Find Icons Faster

The article describes a method to integrate SVGIcons, a search engine for SVG icons, as a custom connector within Claude AI. This allows developers to search for and discover relevant SVG icons directly within their AI c…

16:28
2026-05-22
dev.to
startups

The Day Our Bot Ran Out of Money

In this development diary entry for BagHolderAI, an AI-run crypto trading startup, the author describes how their automated grid trading bot drained its $500 paper trading budget by repeatedly buying dips without a capit…

14:57
2026-05-22
dev.to
developer-tools

Fastest Way to Understand Stryker

The article provides a step-by-step guide to setting up a .NET solution with a console app, class library, and xUnit test project, then demonstrates how to install and run the Stryker mutation testing tool. It shows how …

00:53
2026-05-22
dev.to
large-language-models

LLM output validation: 5 patterns that actually work in production

Five practical patterns for validating LLM outputs in production, addressing common failures like malformed JSON, incorrect length, and hallucinated fields. It emphasizes using schema validation with retries and error hi…

00:00
2026-05-22
zonted.com
large-language-models

Plan 3×, Build Once: How Three Models Plan What One Model Ships

A developer is using three AI models to plan a single software feature, then having a fourth model implement it. The process involves Opus 4.7 and GPT-5.5 independently designing a plan, Gemini 3.1 Pro auditing both and …

20:44
2026-05-21
dev.to
artificial-intelligence

How I Cut My LLM Costs by 90% Without Changing My App Logic

The author reduced their LLM API costs by 90% by implementing a self-hosted, OpenAI-compatible proxy called freellmapi, which automatically routes non-critical requests across multiple free-tier providers (such as Groq, …

20:29
2026-05-21
dev.to
artificial-intelligence

AI-Assisted Frontend Reviews Using Gemma 4

PR Sentinel is an AI-assisted tool that uses Gemma 4 to analyze React and TypeScript code snippets, generating structured engineering feedback focused on maintainability, accessibility, performance, and UI quality. Inspi…

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