I gave my blog an agent: auto topic ideas every week

说明与用途

一个自动化代理每周通过读取已发布的帖子并提出五个新主题来生成博客主题想法，使用 GitHub Actions 和 DeepSeek LLM。

问题

Choosing blog topics was time‑consuming and guesswork.

结果

The agent produced five relevant topics and a scheduling plan on its first run, outperforming the author's intuition.

工作流

• Schedule GitHub Action to run weekly
• Read RSS feed to list existing post titles
• Send user prompt to DeepSeek model with tool function
• Model calls tool to fetch titles
• Agent loops until no more tool calls
• Return generated topics
• Write topics to weekly/<date>.md and commit

证据

On its first run it read 17 published posts and replied (excerpt): The existing content is mostly low-level build / framework internals, but "running an agent on an edge device" is almost a blank spot.

来源

Model is DeepSeek (OpenAI-compatible). The loop: ...

来源