Ross ROSS = Recommend OSS · open-source software intelligence for agents

gastownhall/beads

Beads - A memory upgrade for your coding agent observed · 2026-08-28

github.com/gastownhall/beads · homepage · Go · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

79/100

  • Activity 99
  • Release rhythm 86
  • Longevity 23
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 325
  • days_rel: 18
  • days_push: 8
  • n_releases_24m: 93

Full methodology

Adoption not part of the score

26626 stars · 1801 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Beads (bd) is a dependency-aware, Dolt-backed distributed issue tracker designed for AI coding agents, providing persistent structured memory that survives context loss. It replaces markdown plans with a dependency graph, computes a ready queue of unblocked work, and syncs across machines via Dolt push/pull over git remotes or object-storage buckets.

Use cases

  • give my coding agent persistent memory across sessions
  • track tasks with dependencies for AI agents
  • coordinate multiple AI agents working on the same repo
  • replace markdown plan files with a structured task graph
  • sync issue data across machines without running a server
  • show only unblocked work to an agent
  • integrate issue tracking with Claude Code or Cursor

When to choose

  • you run AI coding agents (Claude Code, Codex, Cursor, etc.) on long-horizon tasks and lose context between sessions
  • you need dependency-aware task queues so agents pick unblocked work
  • you want multi-agent coordination with hash-based collision-free IDs
  • you want serverless sync via git remotes, DoltHub, or S3/GCS buckets

When to avoid

  • you need a traditional human-team issue tracker with boards and dashboards (use Jira or GitHub Issues)
  • your project cannot add a .beads/ directory or git hooks
  • you don't want to install and pin a specific Dolt version
  • you need a hosted service with a web UI rather than a CLI

Facets

cli-tool · maturity active

developer-tools workflow-automation agent-framework mcp database cli developer-tools large-language-models windows bsd cli go python issue-tracker coding-agents dolt dependency-graph persistent-memory multi-agent-coordination claude-code mcp-server ai-agents automation command-line macos linux nodejs

10 sources

Member repositories

RepositoryRoleHealth v2
gastownhall/beadsmain79

For agents

markdown · JSON · MCP: product_card(name="gastownhall/beads")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem