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

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Mar 22, 20269 min

Product Roadmap Keeps Slipping? Here's the Real Reason

65% of PMs say roadmapping is their hardest task. The problem isn't your process — it's your visibility into the codebase.

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Sahil SinghFounder & CEO
Mar 20, 20269 min

Scope Creep: Why It Happens and How to Stop It

70% of projects experience scope changes. The root cause isn't poor discipline — it's poor visibility.

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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