The Hidden Cost of Manual Changelogs

Every Friday, thousands of engineering managers and founders stare at a blank generic document titled "Release Notes." They open GitHub, scroll through 50 commits, try to decipher "fix bug" messages, and manually write a sanitized update for stakeholders.

It takes, on average, 4 hours per release to do this well.

The Math of Manual Updates

If you ship weekly:

• 4 hours/week = 16 hours/month
• 16 hours * $150/hr (Engineering Manager rate) = $2,400/month

You are spending nearly $30,000 a year just to tell people what you did.

The Cognitive Load Tax

Beyond the dollar cost, there's the "context switching tax." To write a good changelog, you have to reload the context of every feature shipped. You break your flow state.

The Automation Solution

Ketchup flips this model. By parsing the commit history directly and using LLMs to distinguish "chore: update deps" from "feat: new payment gateway," we generate the first draft instantly.

But we go further—we turn it into video. Because nobody reads text walls, but everyone watches a 30-second summary.

Stop writing. Start shipping.