The Debugging Intuition That Never Developed
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Three years in. Competent, shipping, well-regarded by the team. Then the AI tool was unavailable for a day, and a pipeline timeout that should have been routine turned into most of an afternoon. Not because the problem was hard. Because the approach to it was never built. This is worth taking seriously and worth being careful about, because it is easy to turn into a moral complaint about people who use tools. It isn't that. It's a specific claim about how a specific skill forms, and what…
1Key Takeaways
- Competent, shipping, well-regarded by the team.
- Then the AI tool was unavailable for a day, and a pipeline timeout that should have been routine turned into most of an afternoon.
- Because the approach to it was never built.
- This is worth taking seriously and worth being careful about, because it is easy to turn into a moral complaint about people who use tools.
2AIWedia Score
8.3/10
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Based on source trust, recency, category impact, and story depth.
3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that competent, shipping, well-regarded by the team.
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