Why Our 6-Week Estimate Took 3 Days

A complete team collaboration feature—invites, permissions, billing, insights—estimated at 6-7 weeks by traditional scrum metrics. Delivered in 3 days. Here's what that means for how we estimate software projects.

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Measuring AI Collaboration ROI

AI coding tools promise productivity gains, but how do you actually measure the return? Here's a practical framework for engineering leaders.

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Patterns and Gotchas: Teaching Your AI Partner

Your codebase has patterns that work and pitfalls to avoid. Here's how to teach them to your AI assistant so it stops making the same mistakes.

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AI-Assisted Development Without the Chaos

AI coding assistants are powerful, but they're creating new coordination challenges for teams. Here's how to get the benefits without the chaos.

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Back in Flow in 30 Seconds: The ginko start Experience

Starting a new coding session shouldn't mean starting from scratch. Learn how ginko gets you back into flow state in under 30 seconds.

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Why AI Assistants Forget Everything (And How to Fix It)

AI assistants are transforming how we build software, but they have a critical flaw: they forget everything. Learn why context rot happens and how to fix it.

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