How AI Is Transforming Software Development Workflows in 2026
How AI Is Transforming Software Development Workflows in 2026 By 2026, the question is no longer whether AI is useful in software development, but how…
Testing & QA
⚑ Report a ProblemLatest Testing & QA news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
claude
cybersecurity
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
testing
tutorial
typescript
webdev
Building My Developer Portfolio: More Than Just a Personal Website
A portfolio is often the first impression a recruiter, hiring manager, or fellow developer gets. Instead of treating it as a static resume, I wanted t…
Mastering Claude Code Configs: `CLAUDE.md` vs `.claude/rules/`
When configuring Claude Code (or Claude-driven AI coding assistants) in your projects, structuring your instructions efficiently is key to getting acc…
No-Code, Hybrid, or Custom Code? A Practical Decision Framework
Part 2 of the DEV series: The Real Boundary Between No-Code and Engineering In Part 1 of this series, I argued that developers do not necessarily disl…
Episode 7: Local Development
This series follows a fictional conversation between an experienced engineer and his nephew. Every episode explores one stage of how software moves fr…
Refactoring Legacy Code: A New Hope
The Quest Begins (The "Why") I still remember the first time I opened a 2,000‑line file called report_generator.py . It was a monster that had been pa…
Lesson 3 - Architecture: Learn to organize your thoughts
AI takes the path of least resistance. That one characteristic explains most of what changed for me about architecting a system once an agent was in t…
Solution to Challenge 2 - Data Grid Validation and CRUD Operations
Challenge #2 is done — here's my solution to Challenge 2 - Data Grid Validation and CRUD Operations First, the gaps in the user story 1) The delete op…
AI-Driven Development: Transforming Software Workflows in 2026
AI-Driven Development: Transforming Software Workflows in 2026 In 2026, the software development landscape has undergone a seismic shift. Artificial i…
Hello, DEV! I'm excited to join the DEV Community.
I am a software developer committed to continuous learning, building, and professional growth. Each project presents an opportunity to refine my skill…
# What I Learned from Building with GIS Data and the Copernicus API at the KijaniSpace Hackathon
As software developers, we often spend most of our time building APIs, databases, authentication systems, and web applications. That's certainly been …
Clean Code: The Fellowship of the Function
The Quest Begins (The "Why") I still remember the first time I opened a legacy repository and saw a function called handleStuff() . Inside, there were…
Software Evolves Like Ecosystems
One of the biggest mistakes I made early in my career was believing software was something you finished. You gathered requirements. Designed the archi…
Building auditable regulatory reference data: from legal text to versioned CSV
Building auditable regulatory reference data: from legal text to versioned CSV Regulatory information becomes hard to use the moment it is reduced to …
Without Exception: How Neander Programs Fail
Neander has no exceptions. No try , no catch , no finally . A call to one of the host application's APIs returns something closer to Rust's Result : e…
Beyond Autocomplete: How Engineers Can Build High-Impact projects with Agentic AI
Over the past couple of years, AI in software development has quietly crossed a major threshold. What started as glorified tab-completion—handy for fi…
From Idea to Production: How AI Agents Helped Me Build a Real Product
Artificial intelligence is often presented in extremes. Some people believe it will replace software developers, while others dismiss it as an advance…
I ported a knowledge-format (OKF) library to zero-dependency .NET — here's what I learned
If you can cat a file, you can read the knowledge base. If you can git clone a repo, you can ship it. No vector database to stand up, no proprietary e…
AI-Driven Development: How Machine Learning is Reshaping Software Workflows in 2026
AI-Driven Development: How Machine Learning is Reshaping Software Workflows in 2026 The software development landscape of 2026 looks almost unrecogniz…
Empire LLM for Codex: AI Code Review Without the Chaos
The single principle that makes this plugin worth installing A clean principle beats a clever feature every time. Empire LLM for Codex ships one: exte…
Our AI Agent Told a Customer It Processed a Refund. It Didn't.
I want to start with the moment that actually made this project feel real, not theoretical. We had a demo support bot running, testing random refund f…
The Linux Cutover and the Briefing Echo
What we shipped on 2026-07-24 The "Simplifying Your Observability Stack" draft opened with roughly 4,000 characters of the reviser's echoed revision b…
# 📓 TanStack Query: Core Concepts & Summary
1. Introduction: What is TanStack Query? TanStack Query (formerly React Query) is a framework-agnostic state management library designed specifically …
From Prompting to Production: A Practical Framework for AI-Assisted Software Development
How structured workflows, context engineering, and human oversight can transform AI from a coding assistant into a true engineering partner. Introduct…
Why your AI code always ends up producing "technical debt" (and how GEF solves the problem)
Introduction: The Paradox of the Amnesiac Assistant It's an experience we've all had: you start a new project with a cutting-edge AI like Cursor, Wind…
In an AI Builder + AI Reviewer World, What Should Developers Actually Review?
TL;DR If you frame yourself as the manager with final accountability, it becomes clearer where human review is necessary in an AI-driven workflow. You…
The Refactor Awakens: A Practical Guide to Pure Functions
The Quest Begins (The "Why") I still remember the first time I opened a legacy service that felt like a haunted house. Every corridor was a 200‑line f…
Proof-Adjusted Autonomy: The 90% Agent Is a 61.6% Agent
Every agent demo ends on the same slide: "90% autonomous." Here is the number that slide is hiding: 61.6%. The 90% is real. It measures how much work …
SRP and the Hero's Journey: Writing Code Like a Jedi Master
The Quest Begins (The "Why") I still remember the first time I opened a legacy codebase and felt like I’d walked into the Death Star’s trash compactor…
The Everyday Backend Engineer: Step 10 — The Observer Pattern
Welcome back to The Everyday Backend Engineer: Practical Design Patterns . In our last post, we made our core algorithms interchangeable using the Str…