AI made production cheap and evaluation expensive. Every portfolio looks polished. Every code sample could be AI-generated. The hiring signal shifted from "what did you build" to "can you build it live, under real pressure, with follow-up questions."
The marketplace that bakes evaluation into matching — sandbox trials, verified deliverables, progressive reputation — wins the next decade. Static listings are commodity. Dynamic evaluation is infrastructure.
That is the bet behind 
#AI #freelance #hiring #nostr
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