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GitHub Actions failed. Logs are 800 lines. You have no idea why. Sound familiar?

As a solo dev, every CI failure costs me 30-60 minutes of log archaeology. Comparing runs, spotting patterns, figuring out if it's a flaky test or a real break — it's painful and repetitive.

GitHub's built-in tools don't help much. You either scroll through walls of logs or write custom scripts just to understand what happened.

I'm building a simple GitHub App that:

  • Tells you exactly why your pipeline failed — in plain English
  • Identifies slow steps across runs
  • Spots flaky patterns before they block your deployment

$15/month per user. No dashboards. Just answers.

Quick validation question: do you waste time debugging GitHub Actions failures? Would plain-English failure explanations save you real time?

Honest yes/no — validating before I write a single line of code.

on April 27, 2026
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    Unfortunately for me it's a no, i'd rather copy paste the logs into a free LLM or ask copilot
    $15/month is more expensive than copilot pro...