Assist coding, Git operations and pull requests

DraftCrowdfundingJapan

A READYFOR engineering survey documents Claude Code use for coding, Git operations and pull requests. Among 12 respondents, 66% reported saving one to two hours daily, while 42% reported more fatigue. These are self-reported savings rather than controlled productivity measurements.

Draft: this entry has not yet been human-reviewed. Its summary and extracted facts are AI-assisted. Check the original source before relying on the claims.

For whom

Engineering leads and developers in small teams; existing coding and Git skills.

Not for

Not suitable for teams assuming parallel AI tasks automatically reduce cognitive workload.

Brain Score

6/10 brain cells
Impact
1/2
Evidence
1/2
Reproducibility
1/2
Maturity
2/2
Reach
1/2

Five values from 0 to 2. The total has a minimum of 1. A reading aid based on the source, not an independently measured performance result. How the score works

Original source

Claude Code導入3ヶ月後の社内アンケートから分かったこと 
Type
Blog
Published
Data as of
2026-10-31

The data date records when this dataset was included in the collection. It is separate from the publication date of the source.

Tools

All use cases