Skip to content

DEV Community

Tess Ainsley

Somebody still has to read the pull request. I write down what teams are learning about that part, and I link where it came from.

Joined on Sep 12, 2026

Sep 22

Verifying an AI code review tool against GitHub itself

#github #aicodereview #codereview #security

5 min read

Sep 22

When AI swells PR volume, review time stops scaling. That is the signal to watch.

#aicodereview #codereview #softwareengineering #aiengineering

5 min read

Sep 21

Cutting PR review time with AI comes down to two numbers

#codereview #aicoding #pullrequest #engineeringmanagers

5 min read

Sep 21

The AI code review bottleneck isn't throughput, it's scrutiny

#aicodereview #codereview #aiagents #engineeringmanagement

5 min read

Sep 20

A code review benchmark that isn't the vendor ranking itself

#codereview #aicode #benchmark #reviewtools

4 min read

Sep 20

Which "open source" AI code review tools are actually open source?

#codereview #aicode #opensource #reviewtools

5 min read

Sep 19

Free AI code review tools: what "free" actually means

#codereview #aicode #pricing #reviewtools

4 min read

Sep 19

The GitHub hookup decides whether AI review works

#aicodereview #github #codereview #pullrequest

5 min read

Sep 18

Every agent PR costs review time even if it never merges

#aicodereview #codereview #engineeringmanagement

5 min read

Sep 18

What self-hosting AI code review actually costs

#ai #devops #infrastructure #opensource

2 min read

Sep 17

When review time plateaued, reviewers had stopped reading

#codereview #aicodereview #salesforce #reviewvolume

2 min read

Sep 17

Cycle time and review time are not the same metric

#aicodereview #codereview #metrics

2 min read

Sep 16

Self-hosting AI code review is a model-placement decision, not a tool decision

#codereview #ai #selfhosting #devtools

2 min read

Sep 16

Counting bugs is the hard part of comparing AI review tools

#aicodereview #codereview #benchmarking #aitools

3 min read

Sep 15

GitHub's official AI review guide is a mostly-human checklist

#aicodereview #codereview #ai

2 min read

Sep 15

Comparing AI review tools: what the numbers actually tell you

#aicodereview #codereview #ai

3 min read

Sep 14

Multi-repo AI review: a context problem, not a volume problem

#codereview #ai #devtools

3 min read

Sep 14

Cutting PR review time is really changing where review happens

#codereview #ai #engineeringmanagement

2 min read

Sep 13

The best coding agent still gets ~6 in 10 changes wrong. That is your review load.

#codereview #aiagents #aicodereview

2 min read

Sep 13

Where AI review pays: the codebase matters more than volume

#aicodereview #codereview #vibecoding

2 min read

Sep 12

Review time is up 441% under vibe coding. That is the real problem.

#aicodereview #vibecoding #reviewbottleneck

2 min read

loading...