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November 20, 2025·8 min read

Debugging with AI: 4 techniques that save hours every day

DebuggingAI ToolsProductivity

AI sees the entire stacktrace at once and reads without assumptions. Most developers don't use it for debugging — and they're missing the biggest time savings.

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November 5, 2025·9 min read

AI and testing: generate tests, not excuses

TestingAI ToolsProductivity

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.

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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 ToolsProductivityWorkflow

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.

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April 15, 2025·8 min read

AI and documentation: a practical workflow that actually works

DocumentationProductivityAI 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.

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February 18, 2025·9 min read

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

Code ReviewProductivityAI 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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January 10, 2025·8 min read

Onboarding new developers with AI: from weeks to days

OnboardingProductivityAI Tools

Traditional onboarding takes 2-4 weeks and depends on a wiki that doesn't exist and a mentor who has no time. AI changes the entire process — here's how.

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