A SolarMark Software LLC product

Who still understands your code?

I built an instrument for a number no dashboard tracks. AI writes more of every codebase each quarter, authors move on, and reviews keep getting thinner. Nothing measures how much of the result a person who is still here actually understands.

Grasp computes the Grasp Score from git metadata alone, without reading a line of source, and publishes the full methodology so any number it produces can be checked.

Scan a public repo at graspscore.com
Live specimen: curl/curl
96
Grasp score 96 of 100
Active humans 52
Project age 25 years

The State of Comprehension Debt

Twenty-two major open source repositories, measured in July 2026.

40%

living authorship in expressjs/express. Three fifths of a foundational web framework was written by authors who are no longer active.

1%

contributor survival in langchain-ai/langchain, with 42 active contributors out of 4,548 all-time.

96%

for curl/curl at 25 years old, healthier than all but one repository in the benchmark.