AI Code Is No Longer Slop

说明与用途

AI 代码不再以其来源评判，而是以技术质量评估。使用 Claude Opus 4.5，开发者可以快速生成、测试和评估代码，腾出时间进行架构决策。严格的评审和 CI 流程仍然至关重要。

问题

Developers still face unreliable AI-generated code, leading to defensive workflows and wasted time.

结果

AI coding with Opus 4.5 reduces time spent on repetitive implementation, increases throughput, and shifts developer focus to higher-level design and review, making engineering decisions more valuable.

工作流

• 1. Define high-level intent or requirement. 2. Prompt AI agent to generate code. 3. Agent plans, writes, and tests code. 4. Review results, assess architecture and quality. 5. Iterate or discard based on review. 6. Repeat with different approaches or prototypes as needed.

证据

"Suddenly, when you are running 6 AI agents in parallel, it is like freaking horizontally scaling yourself."

来源

"AI is a tool, just like other tools we use. And it’s clearly a useful one."

来源