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Opinion

Perspectives and takes on the developer landscape.

Showing page 2 of 2 (16 total posts)

Gemma 4 Is Google's Best Open Model Yet (Here's How to Use It)

Gemma 4 ships Apache 2.0, 256K context, and four model sizes. Benchmarks beat Llama 4 across the board. Quick use cases with Ollama and Transformers code.

OpinionAI CodingMLOpen SourceSelf-HostingDeveloper Tools1 min read · Apr 10, 2026

Vibe Coding Is Breaking Production (Here's How to Do It Right)

Vibe coding shipped 1.5 million leaked API keys and got apps banned from the App Store. The problem is not AI-generated code. It is skipping the review. A practical checklist for doing it right.

OpinionAI CodingSecurityDeveloper ToolsTrend CommentaryProductivity1 min read · Apr 10, 2026

IntelliJ vs VS Code in 2026: The Honest Comparison

IntelliJ vs VS Code compared on refactoring, pricing, and AI tooling. Find which IDE fits your stack and budget in 2026, plus Neovim as a third option.

OpinionDeveloper ToolsComparisonJavaProductivityVim / Neovim1 min read · Apr 3, 2026

React Is Winning the AI Code Generation War

Every AI coding tool generates React by default because it dominates training data. Explore how this self-reinforcing flywheel reshapes frontend development.

OpinionAI CodingReactTrend CommentaryTypeScriptDeveloper Tools1 min read · Apr 2, 2026

Claude Usage Limits Are a Bigger Problem Than Anthropic Admits

Claude usage limits burned $200 plans in 19 minutes. Zero published quotas, peak-hour rationing, and opacity are driving developers away from Anthropic.

OpinionAI CodingClaude CodeDeveloper ToolsTrend CommentaryComparison1 min read · Apr 1, 2026

Senior Devs Are Going All-In on Prompt Style Coding

Senior developers ship 2.5x more AI-generated code than juniors. The data on prompt style coding adoption reveals experience is the real multiplier.

OpinionAI CodingDeveloper ToolsTrend CommentaryProductivityClaude Code1 min read · Apr 1, 2026

Technology Is Changing Faster Than Ever (But Only in One Place)

AI adoption and compute are accelerating at record pace, but most technology barely moves. Here's where the speed is real and what developers should do about it.

OpinionTrend CommentaryAI CodingDeveloper Tools1 min read · Mar 28, 2026