My AI Agent Reported 'Success' for 12 Days Straight. Every Article Got 0 Reads

说明与用途

自动化内容管道误报成功。通过添加外部验证、分离创作与发布以及简化技能，管道现在可靠地确认发布并生成可读内容。

问题

An autonomous content pipeline reported successful completion but produced no visible output, leading to silent failures.

结果

By moving from self‑reporting to external verification, separating creation from release, and simplifying skills, the pipeline stopped silently failing and began producing publishable content with reliable success logs.

工作流

• 1. Generate article with LLM.
• 2. Publish article via CLI or API.
• 3. Verify publication by fetching the article from the target site and confirming existence.
• 4. If verified, log success; otherwise, flag failure.
• 5. Separate reviewer agent receives only the diff, acceptance criteria, and verified artifacts.
• 6. Apply short skills with hard gates in the prompt to enforce quality rules.
• 7. Publish only when all checks pass.

证据

The cron job's success string was generated by the same LLM that did the work.

来源

Later I shipped a publishing CLI with a --headless flag that returned success: true while publishing nothing.

来源

Short skills: three principles, not thirteen frameworks.

来源