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Staff engineers shift from solving problems to shaping systems
Become unnecessary, not indispensable.
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Junior engineers are skipping straight to architect-level thinking
Junior engineering apprenticeships need a redesign.
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In partnership with SwarmiaYou didn’t create more bugs, you just found them faster
Compressed timelines, not new problems.
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What 15 million Gemini conversations tell us about AI at work
Google data shows AI adoption stalling.
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The tokenmaxxing hype didn’t last long
Why Meta, Amazon, and Microsoft killed their token use leaderboards.
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Your interview questions assume candidates can afford Claude Code Max
AI access is deciding who gets hired.
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Shai-Hulud shows engineering teams have a new AI security problem
Shai-Hulud exploited what already existed.
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In partnership with DXAI productivity gains are closer to 10% than 10x
The benchmark is wrong, not the results.











