Paul Clegg

Paul Clegg

3x founder and Ex-CTO based in the UK.
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4d ago

Do you actually lose time to repetitive CI failures?

Curious how other devs handle this: missing env vars, wrong Node version, lockfile mismatch the same CI errors that keep coming back across repos.

I've been thinking about whether pattern matching (not AI) could just auto-fix these. Same error same fix open a PR automatically.

Questions:

  • How much time do you actually lose to CI debugging per week?

  • Would you trust an automated fix PR from a bot?

  • What's the most annoying CI error you keep seeing?

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