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Practical tips and insights about AI in software development.

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November 5, 2025·9 min read

AI and testing: generate tests, not excuses

Writing tests is the task nobody enjoys. AI won't make it fun — but it makes it 5x faster. Here's the workflow that will finally raise your coverage.

October 3, 2025·9 min read

AI on legacy code: how to modernize a codebase older than your team

Legacy Code Refactoring AI Tools

Legacy code is where AI delivers the biggest ROI. 10,000 lines with no tests and no docs? This is exactly where AI saves weeks of work — if you know how.

August 12, 2025·10 min read

CLI agents: why the terminal beats the editor for complex AI tasks

AI Tools CLI Agents

Claude Code, Aider, Goose, Codex CLI — terminal agents have access to everything you do. The editor sees files. The terminal sees the system. That's the fundamental difference.

June 30, 2025·8 min read

AI as a pair programmer: when it works, when it doesn't, and how to get the most out of it

AI Tools Productivity Workflow

Pair programming with AI isn't like with a human. It's better at implementation and worse at decision-making. Understanding that difference changes how you use AI.

April 15, 2025·8 min read

AI and documentation: a practical workflow that actually works

Documentation Productivity AI Tools

Nobody wants to write documentation. AI turns a half-day task into a half-hour one — and the result is often better than what you'd write yourself.

February 18, 2025·9 min read

AI code review: how to cut review time by 50% without losing quality

Code Review Productivity AI Tools

PRs wait two days for review. Reviewers catch typos instead of architectural issues. AI can change this — if you know what to delegate and what not to.

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