Codebase intelligence, product management, engineering leadership, and the future of software understanding.
65% of PMs say roadmapping is their hardest task. The problem isn't your process — it's your visibility into the codebase.
70% of projects experience scope changes. The root cause isn't poor discipline — it's poor visibility.
$109M wasted per $1B invested. 70% of failures trace to requirements. The root cause: nobody knows how the whole system works.