How a beagle-shaped AI agent ships code to madewithvuejs.com
Blog post from Sentry
Armin Ulrich describes Milly, a beagle-themed AI agent used by the small team behind madewithvuejs.com to automate content discovery, software development tasks, and production bug triage. Hosted within a custom infrastructure harness, Milly searches for Vue.js projects, avoids duplicate entries, reports findings through Discord, handles assigned Linear tickets, and uses GitHub, Sentry, and automated tests to implement and deploy changes. A project to redesign the site’s submission form illustrates her workflow: after clarifying requirements and deploying the feature, she fixed an HTML rendering issue that made some descriptions appear truncated and identified a validation mismatch that caused submissions exceeding database field limits to fail. Although Milly can independently ship code, her autonomy is constrained by required testing and verification procedures, restrictions on production data, credentials, infrastructure settings, and force-pushing, and a rule that humans retain final responsibility for closing tickets. The author argues that this combination of limited operational risk, established tools, scheduling, documented workflows, and safeguards has expanded the team’s capacity while making autonomous agent work manageable.
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