James Coombs

Tag: #testing

The Hard Problem Isn't Automation. It's Classification.

The Hard Problem Isn't Automation. It's Classification.

Automating a bug pipeline is the easy part. Deciding which tier each bug belongs to is the bottleneck, and it is where the real engineering lives.

aiprogrammingtestingautomation
© 2026 James Coombs
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