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01:47
2026-05-24
dev.to
open-source

What Developers Don’t Say in Interviews—but Show on GitHub

The article explains that GitHub mining, or repository mining, is a research method used to analyze data from GitHub repositories—such as issues, pull requests, and discussions—to understand real user challenges and beha…

01:34
2026-05-24
dev.to
large-language-models

Stop Asking Gemma 4 to Just Summarize

The article describes a test comparing two prompting approaches for the Gemma 4 model using messy, realistic business notes about a potentially broken operations report. The author found that asking for a "summary" produ…

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…

01:26
2026-05-24
dev.to
developer-tools

React.js ~use() hook for Caching Problem~

The article explains that React's `use()` hook, which reads a promise, can cause an infinite re-render loop if the promise is created directly inside a Client Component, as a new promise is generated on every render. To …

01:21
2026-05-24
dev.to
cybersecurity

Web security headers + HSTS + CSP

The article provides a comprehensive technical guide on implementing web security headers, HSTS, and CSP for managing over 130 production client sites on self-managed Linux infrastructure. It emphasizes that security dir…

01:21
2026-05-24
dev.to
developer-tools

Web performance beyond Core Web Vitals

This article provides a comprehensive framework for web performance optimization that extends beyond Google's Core Web Vitals, covering server configuration, CDN strategy, caching layers, and resource optimization across…

01:04
2026-05-24
dev.to
developer-tools

Google's Helpful Content System (HCS) explained

Based on the article, Google's Helpful Content System (HCS) is a framework designed to prioritize content created for people over content created primarily for search engine rankings. Launched in August 2022, it became p…

01:03
2026-05-24
dev.to
developer-tools

YMYL: when Google holds you to higher standards

This article provides a comprehensive technical framework for identifying and classifying "Your Money or Your Life" (YMYL) content on websites, which Google holds to higher quality standards due to its potential impact o…

01:03
2026-05-24
dev.to
developer-tools

Schema.org + JSON-LD: the complete pattern reference

This article serves as a comprehensive reference for implementing Schema.org structured data using JSON-LD, emphasizing its critical role for Google, AI crawlers, and SERP features in 2026. It details the modern "@id gra…

01:03
2026-05-24
dev.to
data

Wikidata, Wikipedia, and Knowledge Graph entity engineering

This article serves as a comprehensive guide for establishing and managing business entities within Google's Knowledge Graph, utilizing Wikidata and Wikipedia as primary tools. It explains that entity recognition leads t…

01:03
2026-05-24
dev.to
developer-tools

Google's 18 spam policies and how to comply

Google's 18 spam policies define manipulative practices that can result in ranking suppression, deindexing, or manual penalties, operating independently from quality frameworks like E-E-A-T. The March 2024 update added t…

01:03
2026-05-24
dev.to
artificial-intelligence

Optimizing for Google AI Overviews and AI Mode

This article provides a technical framework for optimizing content to appear in Google AI Overviews and AI Mode, which are powered by the Gemini 3 Pro model. It explains that citation in these AI surfaces has "decoupled"…

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