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careerguide

Many Interests, Afraid of AI: Dan Koe's Three-Layer Skill Stack and Three Rules for Using AI

In a 36-minute video, Dan Koe argues people with many interests should split skills into human nature, domain, and tool layers, hand only the tool layer to AI, and treat AI output as a first draft.

careerguide

Beyond Upwork: Seven Remote Work Platforms Worth Bookmarking

From the free We Work Remotely to the elite 3%-acceptance Toptal, seven platforms each serve a different niche — job boards (FlexJobs, WWR, Remote OK), startup talent (Wellfound), community (Remotive), market research (Working Nomads), and premium freelancing (Toptal). All friendlier than competing on price at Upwork.

Career Advice in AI: The 10x Engineer Who Failed 300 Applications | Stanford CS230 Lecture 9

An elite-level engineer applied to over 300 jobs and failed every one, because the interview guides told him to stand his ground and have a backbone, and he read that as being hard-nosed. The interviewers' read: this is the 10x engineer, and I don't want him anywhere near my team. This lecture also gives the best criterion anyone has offered for vibe coding — technical debt.