openai/parameter-golf
Train the smallest LM you can that fits in 16MB. Best model wins!
GitHub 
98K
lines of main code
84 files
0
lines of test code
0 files
46K
lines of other code
180 files
<1y
age
204 days
100%
main code touched
1 year (98K LOC)
ABCDE
ease of change
for people*
ABCDE
ease of change
for AI*
98K
py
0.4K
cpp
30 days 2026
+0
-0
+244K
-3.4K
0

214

0

130

0

18

0

47

2026
Rule-of-thumb estimates

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rebuild value

Maintenance effort

per year to maintain
maintenance cost per year
Rules of thumb, not measurements: one man-year rebuilds about 10,000 lines of main code (design, testing and coordination included), and keeping a code base alive takes about 15% of its rebuild value per year (20 man-years of rebuild value need about 3 man-years of maintenance every year). Your changes are remembered in this browser for every report.