Adding Weighted Task Selection to a GitHub Agentic Workflow

https://dsyme.net/2026/03/07/adding-weighted-task-selection-to-a-github-agentic-workflow/
Don Syme
Don Syme

How should an automated repository assistant decide what to work on next? Round-robin treats every task as equally important regardless of repo state. A weighted approach means the agent now does the right thing more often: when there’s a mountain of unlabelled issues it labels, when the backlog is clear it invests in engineering.

Read more on the blog of our Principal Researcher Don Syme.