I'm using Opus 4.8 for some extremely difficult software problems and it's failing in consistent ways.
It's like mentoring a promising junior engineer (that moves at 10,000x human speed).
Feels like it's asymptotically approaching autonomy, but every step toward it is exponentially more expensive