3 posts tagged 'Developer workflow'
The DeepSWE score itself isn't a lie, but it's hard to judge real-world ability from leaderboard numbers alone. We present the 'guessing the answer' trap revealed by MaxxBench and a practical verification checklist for your own codebase.
The vague expectation that better generative AI tools will solve everything is dangerous. We summarize eight myths encountered in real-world settings and key truths such as organizational adoption speed and the importance of human review.
As AI generates code faster, humans must review the context of the task, not the diff. Shifting to report-based reviews and accumulating decision-making rationale revolutionizes collaboration and onboarding.
