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We used to spend three rounds of interviews trying to figure out if someone could actually architect a system. Now we know after the screening task. The override patterns alone tell you more than a whiteboard ever did.
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What surprised me was seeing candidates who wrote beautiful code but accepted every single AI suggestion without question. That's not who you want designing your infrastructure. Langos makes that invisible bias visible.
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We shortlisted a candidate who scored mid-tier on the usual criteria. Her override patterns showed she consistently pushed back on AI's naive solutions. She's now our best hire in two years. We would have filtered her out.
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The signal-to-noise ratio in our pipeline went from painful to actually manageable. We interview fewer candidates now and make better offers. The time saved on wasted final rounds alone justifies the switch.
"
We used to spend three rounds of interviews trying to figure out if someone could actually architect a system. Now we know after the screening task. The override patterns alone tell you more than a whiteboard ever did.
"
What surprised me was seeing candidates who wrote beautiful code but accepted every single AI suggestion without question. That's not who you want designing your infrastructure. Langos makes that invisible bias visible.
"
We shortlisted a candidate who scored mid-tier on the usual criteria. Her override patterns showed she consistently pushed back on AI's naive solutions. She's now our best hire in two years. We would have filtered her out.
"
The signal-to-noise ratio in our pipeline went from painful to actually manageable. We interview fewer candidates now and make better offers. The time saved on wasted final rounds alone justifies the switch.