Jason Allum returns to the Elixir Mentor Podcast to talk about Beadwork, his filesystem-native, git-synced issue tracker built for AI coding agents. With 40 years of building software and cleaning up other people's messes, Jason has a sharp read on where agentic coding falls apart.
The conversation starts with Beads, the ticketing tool that inspired Beadwork, and why it eventually devolved into slop as it grew. Jason explains how coding agents lose the thread on long tasks through compaction and drift, and how a clean queue of tickets keeps an agent moving toward the right outcome instead of stitching back together the very thing it was told to tear out.
From there we get into how Beadwork is built: a git-synced design backed by an orphan branch that sidesteps the merge conflicts that made earlier tools painful for teams and work trees. Jason walks through breaking large changes into epics and issues, pausing the agent to catch drift, and the parts of the job an agent still can't do, like architecture decisions, taste, and judgment.
We also cover raising the quality bar on agent output, the efficiency argument around tokens, multi-project and team workflows, and the prompts Jason reaches for to get better plans. If you write code alongside an agent every day, this one is full of practical, common-sense workflow advice you can put to use right away.
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