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Example analysis
7/10session quality
Working code
Yes
Code works
ROOM TO GROWFifteen design review cycles in rapid succession
WATCH OUTNo tests were written for any of the new code
MISSED OPPORTUNITYThe AI picked the entire tech stack without asking you
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See some example sessions
7/10Build a session review tool
Full-stack Next.js app from scratch
›
ROOM TO GROWFifteen design review cycles in rapid succession
6/10Add Express authentication
JWT auth middleware for an API
›
WATCH OUTSecret key was hardcoded in the source code
7/10Debug slow database queries
Fixing N+1 queries in production
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WATCH OUTThe performance 'verification' was completely faked