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

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Mar 28, 20267 min

Software Estimation Accuracy: Why We're Systematically Wrong

When engineers are 90% confident, they're right 60-70% of the time. Here's the science behind bad estimates.

PS
Priya ShankarHead of Product
Mar 10, 20268 min

Effort Estimation in Software: Why Teams Get It Wrong

Mean effort overrun is 30%. Projects cost 1.8x their estimates. Here's why and what you can do about it.

PS
Priya ShankarHead of Product
Mar 1, 20268 min

Velocity-Based Estimation: A Practical Guide

How to use historical velocity data to make realistic engineering estimates that don't blow up roadmaps.

PS
Priya ShankarHead of Product
Feb 28, 20268 min

Story Points Are Useless — Here's What Actually Works

Engineers call it 'estimation theater.' Here's why story points fail and what high-performing teams use instead.

SS
Sahil SinghFounder & CEO
Feb 24, 202610 min

Why Sprint Planning Is Broken (And What to Do Instead)

Sprint planning is estimation theater. Here's why it fails and what high-performing teams do instead.

SS
Sahil SinghFounder & CEO

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