From git log to Release Notes: A Free‑Tier Agent Case Study

说明与用途

一个在免费服务器上运行的自动代理，收集自上一个标签以来的提交，按类型分组，使用LLM生成可读的发布说明，并将过程记录在JSON账本中。

问题

Generating readable release notes from a large number of git commits is tedious and error‑prone.

结果

The agent produces a clean changelog, logs decisions for audit, and runs for free.

工作流

• Collect last tag and commits since it
• Group commits by conventional‑commit type
• Build a prompt listing up to 20 commits per group
• Send prompt to a language model
• Write JSON ledger of input and output

证据

The agent has four jobs, in order: Find the last tag and collect commits since it. Group commits by type. Draft a short changelog with a language model. Write a JSON ledger so you can see what the model received and produced.

来源