Self-Improvement on zolty.systemshttps://blog.zolty.systems/tags/self-improvement/Recent content in Self-Improvement on zolty.systemsHugoen-usTue, 16 Jun 2026 20:00:00 -0400Token-budgeted self-improvement: pointing parallel agents at my own reposhttps://blog.zolty.systems/posts/2026-06-16-token-budgeted-self-improvement/Tue, 16 Jun 2026 20:00:00 -0400https://blog.zolty.systems/posts/2026-06-16-token-budgeted-self-improvement/A budgeted sweep that fans out parallel agents to scan releases, CVEs, and CI inefficiencies across my repos, test the safe wins in isolated worktrees, and open merge requests — under a hard token cap.