A Software Engineer's Guide to Agentic Software Development

A GitHub engineer describes a three-step routine for handing tech debt tasks to coding agents.

Author
Brittany Ellich (GitHub engineer)
Published
24 November 2025
Kind
Personal blog post, a how-to based on the author's own work
Original
brittanyellich.com/agentic-software-development/
Subject
Harnesses and agent loops
Themes
Handing over control

What it is

Brittany Ellich is a software engineer at GitHub. The post is a how-to guide for delegating small tasks to coding agents. It aims to persuade engineers to try the workflow.

What it says

What evidence it gives

The post offers the author's own experience over several months. It gives example issues and per-request price figures. It has no measurements or data.

Interests and limits

The author works at GitHub, which makes the Copilot coding agent used here. The results come from one engineer on one team. The claim that AI tools will cost more later is the author's guess. The blog page is a stub. The full text came from the linked Offprint copy, dated 23 November 2025.