tensorflow

tensorflow/tensorflow

Time frame
Merged PRs May 24, 2026 – Jul 13, 2026

Velocity

0 PRs662.5%

Last 12 weeks · 114 commits · +3,506 / -556

Median cycle time

53.0d

150.5d p90 · 47.2d to first approval

Code churn (30d)

3%

0% revert · 1% reedit

Substantive reviews

32%

49% changes requested · 30% rubber-stamped

Complexity-adjusted velocity

127.0

2.1 avg complexity / PR

Maintainability risk

1.2

LLM-assessed, higher means riskier

Reviewer turnaround

46.3d

30 active reviewers

Work distribution
Merged PRs by commit classification.
Feature 6%Bug fix 65%Maintenance 29%

Maintenance breakdown

Tech debt12
69merged PRs

Most of the work

Bug fix

Least of the work

Feature

Work-type mix over time
Merged PRs per week by classification.
Review health
Where substantive-review coverage sits, from rubber-stamp territory to rigorous.

32%

0%40%70%100%

49% of PRs got changes requested · 30% were rubber-stamped

Reviewer metrics
Non-bot reviewer load and first-activity turnaround.
ReviewerReviewsAvg turnP90 turnComments
dmiltr3508h18m66
cantonios4064.8d64.8d1
keerthanakadiri2730
ratgr66
penpornk414m14m6
sgarciagoogle443m43m4
mihaimaruseac44
rohan100jain30