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Beyond the agent hype: building an LLM-assisted QA pipeline that keeps a human in control

中文摘要

探讨构建由人类掌控的LLM辅助QA流水线,以解决测试漂移和CI失效,而非盲目追随AI Agent热潮。

English Summary

Learn to build a human-controlled LLM-assisted QA pipeline to address test drift and CI failures, moving beyond the hype of autonomous AI agents.

Original Excerpt

Test suites drift. Requirements change mid-sprint. Logs pile up, and CI failures eat afternoons before anyone knows what actually broke… Continue reading on Medium »