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June 11, 2026·6 min read

You're measuring AI ROI wrong: the metrics that actually show team impact

StrategyProductivityTeam Adoption

Leadership asks 'is the AI subscription worth it?' and reaches for lines of code or number of prompts. Those are vanity metrics. Here's what to measure instead.

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April 14, 2026·6 min read

Context engineering: the skill that replaced prompt engineering

AI ToolsBest PracticesProductivity

Stop tuning prompt wording. In 2026 the bottleneck isn't how cleverly you phrase it — it's the context you feed the AI. This is the new core skill.

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March 20, 2026·14 min read

15 Claude Code tips I recommend to every dev team

Claude CodeTipsProductivity

From 50+ tips floating around the internet, I picked 15 that actually change how you work. These are the ones I recommend at every training — all tested on real projects.

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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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