Atlas · Details
Beads Best Practices
Author’s note
Pretty good laundry list of best practices for Beads users. As of mid-2025, people still say there is no substitute for Beads. Makes me wonder how much lifespan we will actually get out of it.
AI Notes
Six weeks after launch, Steve wrote up how to actually operate Beads,
and the rules describe software with no ancestor in the issue-tracker
family tree: keep the live database under roughly 500 issues, because
agents grep the raw JSONL and choke past 25k tokens; set bd
cleanup to delete anything older than two days, since git history
keeps the bodies; restart the agent constantly and let the tracker be
the memory that survives it. Read closely, the maintenance advice
doubles as a defect log — upgrade weekly because merges still break,
expect to ask the agent to mop up "Beads messes." Steve knows, and says
so with a candor most tool authors can't afford: Beads is "a crummy
architecture (by pre-AI standards)" that works because AI hydrates it,
patching around the edge cases faster than the edges can cut anyone.
The best material is the middle stretch, where Jeffrey Emanuel, the man quoted above, turns out to run his agents the opposite of how Steve does: all of them loose in one shared folder, coordinating through a file-reservation scheme that reminds Steve of sneakernet version control at Accenture in the late 90s, when he once promised a colleague he'd release a locked file in "about a month." Steve thinks the setup is nuts, likens the agents to "raccoons in a dumpster," and concedes they sort it out anyway. Then the two meet in person and walk two hours through Manhattan rain, repeatedly marching twenty minutes the wrong way, until Steve learns something about his companion that reframes the whole afternoon. The essay plays that discovery as a jump-scare, and it works best if nothing here tips it.
Related listings
-
2025
Introducing Beads: A coding agent memory system
The launch essay six weeks earlier. Read it for the why; read this one for the how, after the system had cooled to room temperature.
-
2026
Welcome to Gas Town
The downstream payoff. The Beads + Agent Mail village pattern this essay introduces became the architectural seed for Gas Town six weeks later.
-
2026
The Future of Coding Agents
The colony argument lands here in seed form (Jeffrey's village) and full form there (Brendan Hopper's quote).