An immersive tutoring environment for professionals preparing for Anthropic's Claude Code Architect exam, where a failed attempt brings a six-month cooldown. Xiangan also tested the product for CISSP cybersecurity certification. Seventy-two percent of people fail certifications such as the OSCP on their first try, even as certifications become requirements for more careers. During the fellowship he ran two paid pilots for the Claude Code Architect tutor — one with a major developer agency, another with a consulting firm — plus a CISSP pilot with Boston University students.
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