Tools & Workflows

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Tools & Workflows

AI Is Already in Your Codebase. The Question Is Whether You Chose It.

95% of developers use AI tools weekly. 4.3 million AI repositories exist on GitHub. The data from open source proves that AI-assisted development is not a trend. It is the baseline. The only question left is whether you are being intentional about it.

Apr 13, 2026 • 7 min read • Girish Koliki

Tools & Workflows

The Engineering Leader's Playbook for AI-Assisted Development

AI-assisted development drove a 59% increase in engineering throughput last year. Most teams captured almost none of it. The difference comes down to three layers, and most organisations have only addressed the first one.

Mar 13, 2026 • 21 min read • Girish Koliki