
AI Coding Agents in Practice: What to Delegate, What to Guard
How autonomous coding agents actually perform on real repositories — the task types they finish reliably, the ones they wreck, and the guardrails that make them safe.
Deep dives into AI coding assistants for developers. Side-by-side reviews of GitHub Copilot, Cursor, Claude Code, Windsurf, and Lovable — plus prompt patterns that actually ship code.

How autonomous coding agents actually perform on real repositories — the task types they finish reliably, the ones they wreck, and the guardrails that make them safe.

Generation got cheap, so review became the constraint. A practical look at AI code review, test generation, and security scanning tools — and how to fit them into CI.

Vibe coding — describing software in plain language and letting AI build it — is real and useful. Here's where it succeeds, where it collapses, and how to do it responsibly.

A hands-on comparison of Cursor and GitHub Copilot across autocomplete, multi-file edits, agent mode, codebase understanding, enterprise controls, and price.

We tested GitHub Copilot, Cursor, Claude Code, Windsurf, Lovable, Aider, and Replit on real production codebases. Here's which AI coding assistant ships the best code in 2026.

How AI-powered UI generation and design-to-code tools perform on real frontend work, and where hand-written CSS and component logic still win.

A practical breakdown of which AI models excel at which coding tasks — from quick autocomplete to long-horizon agentic refactors.

Which AI tools actually keep documentation accurate as code changes, and where automated docstrings and changelogs quietly drift from reality.

We put GitHub Copilot Workspace through real repository tasks — feature planning, multi-file edits, and PR generation — to see where it holds up.

How AI assistants handle SQL generation and schema design today, and the guardrails you need before letting one touch a production database.

A practical process for using AI coding assistants to find and fix bugs faster, without drowning in confident-but-wrong explanations.

Practical habits for working effectively with AI coding assistants, from scoping tasks and reviewing diffs to managing context and avoiding silent errors.

A side-by-side comparison of Windsurf and Cursor covering agentic workflows, codebase indexing, model choice, and which fits different developer needs.

A practical, hands-on review of Claude Code covering its terminal workflow, codebase understanding, multi-file editing, and where it falls short.