Practical Engineering Management

Practical Engineering Management

The End of the Traditional Coder

Why 2026 is the New “QA Shift-Left”

Mirek Stanek's avatar
Mirek Stanek
Jun 22, 2026
∙ Paid

Today’s conversation around AI is entirely focused on the wrong question: “Will AI replace software engineers?”

The reality is far more nuanced. AI is not replacing the engineer; it is fundamentally redefining the baseline leverage of the role. We have reached a point where coding is no longer the bottleneck. Output is cheap, and syntax generation is ne…

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