From Vibe to Liability. What happens when an agent does its job and destroys 2.5 years of data
Vibe coding is the new normal, but high performing teams are the ones that outgrow the vibes and engineer around autonomy. That was the big lesson from the "Claude Code Incident"
If your team is experimenting with agents, here are 4 changes that are becoming non negotiable.
⚜️ Treat agent design as architecture.
👎🏼 Downgrade trust by default.
😖 Make failure boring and recoverable.
🤔 Invest in senior judgement.
This week’s DataPro News explains why data engineering feels this shift first and what to change.
What is the one area you think most teams are underestimating, security, rollback, permissions, or observability?
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Samuel Williams
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From Vibe to Liability. What happens when an agent does its job and destroys 2.5 years of data
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