Unverified50% confidenceOpinionExact time
People who can only call APIs can get a demo running but cannot solve complex problems in real business, whereas application developers need to understand the business, design processes, evaluate models, control costs and ensure system stability.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/30/2026
First Seen
Valid until: 1/28/2027
Sources
LLM Application Development: A High-Paying Career Guide for Ordinary People
bilibiliAI智能应用-10/30/2026
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