How My Agentic Engineer Turns Problems into Proved Working Solutions

The useful unit of autonomous engineering is not a generated pull request. It is a problem understood, a change verified, and an outcome proved.

The useful unit of autonomous engineering is not a generated pull request. It is a problem understood, a change verified, and an outcome proved.

A Mac Mini runs 24/7 at home, firing scheduled prompts that open PRs against KSail. Here's how I've set it up and what I've learned running it.

How I leverage GitHub Copilot with Claude Opus 4.5 to analyze codebases, investigate context, and create well-structured GitHub issues that save time for myself and my team.