I wasted 45 minutes debugging a GitHub Actions failure that turned out to be a one-line fix

The logs were 800 lines long. Nothing obvious. I compared two runs manually, checked Stack Overflow, and eventually found it.

This happens to me every week. I'm a solo dev — I don't have an SRE team to hand this off to.

The existing tools don't solve this. GitHub's UI shows you logs but doesn't explain them. Writing custom scripts to analyze runs works but takes time I don't have.

So I'm building a GitHub App that does one thing:
Tells you exactly why your GitHub Actions pipeline failed or slowed down — in plain English.

• No more log archaeology
• Spots flaky steps across runs automatically
• Works instantly on any repo

$15/month. 2-click install like any GitHub App.

Question for fellow devs: how much time do you lose weekly to CI failures or slow pipelines? Would plain-English explanations actually help?

Validating before building — honest feedback appreciated.