Why Docker Shouldn't Be Your Default Deploy Path
A growing chorus of developers argues that Docker has become an unnecessary default for simple web app deployments.
📂 Opinion
Latest articles in Opinion
Making OAuth Testable: Rethinking OIDC in JS
Developers are challenging the status quo of OAuth testing in JavaScript, arguing that most test suites validate mocks r…
The Claude Delusion: Dawkins Thinks His AI Is Conscious
Famed evolutionary biologist Richard Dawkins sparks debate by suggesting Anthropic's Claude may possess genuine consciou…
Location-First Learning Agent Explores Context and Cognition
An independent developer builds a spatial-context learning agent to test whether location and surroundings are fundament…
Why Developers Must Never Stop Learning in the AI Era
AI coding tools are powerful but imperfect — developers who invest in continuous learning will thrive while others risk …
Your AI Is Doing the Wrong Job. That Is On You.
Two weeks of Moodle deployment failures revealed a universal AI lesson: most agent failures are architecture problems, n…
AI Coding Autopilot: What Aviation Teaches About Skill Decay
The aviation industry's decades-long battle with automation complacency offers urgent lessons for developers increasingl…
AWS Lightsail Bandwidth Trap Hits Small Projects
Lightsail's $0.09/GB overage fee can silently inflate bills for small AI projects and hobby deployments far beyond VPS a…
How CPU & GPU Bottlenecks Really Impact Performance
Bottleneck calculators oversimplify a complex, dynamic problem. Here is how CPU and GPU bottlenecks actually behave in r…
Forgot a Domain Auto-Renewal? Build a Dashboard
One developer's billing surprise led to building a unified dashboard for managing scattered side projects across multipl…
Rewriting mp3gain in Rust Reveals Compatibility Traps
A developer's Rust rewrite of the classic mp3gain tool uncovers that 'compatible' means three very different things.
Open-Source AI Watch: DeepSeek V4, VibeVoice, n8n
A weekly roundup of the open-source AI releases that matter most — from frontier models to workflow automation milestone…