SWE-bench Pro
Harder version for non-memorized tasks
Episodes
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#6278: Why Model Benchmarks Miss Small Workflow FrictionSwitching Claude Code to Sonnet broke an everyday shell alias request that Opus solved simply by recognizing where to look in local context. -
#1831: The 79% AI Coder: Reasoning vs. MemorizationAI models now score 79% on coding benchmarks, but a 40-point drop on harder tests reveals the truth. -
#1464: When AI Agents Author 4% of All CodeExplore how agentic harnesses transform AI from a passive chatbot into an active developer capable of full-cycle software engineering.