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Insights

Codebase intelligence, product management, engineering leadership, and the future of software understanding.

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Mar 27, 202615 min

Technical Debt Statistics 2026: The Data You Need to Convince Leadership

35% of CTOs name tech debt as their #1 challenge. Here's every stat you need to make the business case.

AM
Arjun MehtaPrincipal Engineer
Mar 17, 20268 min

Technical Debt Reduction: A Practical Playbook

You can't eliminate tech debt, but you can manage it. A step-by-step playbook for systematic debt reduction.

AM
Arjun MehtaPrincipal Engineer
Mar 8, 20268 min

Technical Debt Tracking: Tools and Metrics That Work

You can't fix what you can't measure. Here's how to track technical debt with the right tools and metrics.

AM
Arjun MehtaPrincipal Engineer
Mar 3, 20269 min

Technical Debt Visibility: How to See What's Really Slowing You Down

23-42% of dev time goes to tech debt. Here's how to make the invisible visible and start fixing what matters.

PS
Priya ShankarHead of Product
Feb 25, 202612 min

The Real Cost of Nobody Knowing How the System Works

$109M wasted per $1B invested. 70% of failures trace to requirements. The root cause: nobody knows how the whole system works.

SS
Sahil SinghFounder & CEO

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