Terraform provider cache. Terraform’s built-in plugin cache↗
During development I encountered a caveat: Opus 4.5 can’t test or view a terminal output, especially one with unusual functional requirements. But despite being blind, it knew enough about the ratatui terminal framework to implement whatever UI changes I asked. There were a large number of UI bugs that likely were caused by Opus’s inability to create test cases, namely failures to account for scroll offsets resulting in incorrect click locations. As someone who spent 5 years as a black box Software QA Engineer who was unable to review the underlying code, this situation was my specialty. I put my QA skills to work by messing around with miditui, told Opus any errors with occasionally a screenshot, and it was able to fix them easily. I do not believe that these bugs are inherently due to LLM agents being better or worse than humans as humans are most definitely capable of making the same mistakes. Even though I myself am adept at finding the bugs and offering solutions, I don’t believe that I would inherently avoid causing similar bugs were I to code such an interactive app without AI assistance: QA brain is different from software engineering brain.
Top ten is just shy of a hundred million of the patterns, 67% of all patterns. Top 100 is 83%. In total, there are only 64 296 unique patterns, which means that each pattern on average occurs 2 333 times. 62 327 of the patterns were valid in the sense that Node.js could parse them as a regex without errors.，这一点在体育直播中也有详细论述
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