How to become expert at thing:
1 iteratively take on concrete projects and accomplish them depth wise, learning “on demand” (ie don’t learn bottom up breadth wise)
2 teach/summarize everything you learn in your own words
3 only compare yourself to younger you, never to others
Opus 4.8 hits 69.2% on SWE-bench Pro, up from 64.3% on Opus 4.7.
Our evaluations show that Opus 4.8 is around four times less likely than Opus 4.7 to allow flaws in code it has written to pass unremarked.
Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.
Available today at the same price.
Claude Code rate limits are finally fixed.
I've been running Claude Opus 4.7 live on stream for 4 hours and I'm at 25% session usage.
I never hit rate limits anymore.
Two months ago I cancelled my Max plan because I was hitting 100% in under an hour.
I switched to Codex.
The SpaceXAI deal changed everything.
Anthropic doubled the five hour limits, removed peak hour limits, and raised weekly limits by 50%.
If you left Claude Code over rate limits, come back and test it again.
It's a completely different experience now.
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