Skip to content
CAI
Produce a survey ↗Verify a survey

gastownhall/beads

Beads is a local-first, AI-supervised issue tracking system that manages tasks, dependencies, and workflows through a unified CLI and HTTP API. It supports multiple storage backends, including embedded Dolt and external databases, while providing robust synchronization with GitHub, GitLab, Jira, and Azure DevOps. The system features advanced AI agent integration, automated issue compaction, and comprehensive tooling for development, testing, and release management.

69.4

Adequate · 29 July 2026

214k

lines of production code

Go

primary language

3

bus factor · 535 authors in all

3

measurements over time

CAI band scale
CAI trend line

How it got here

2025 · Storage migration and AI agent integration

This period focused on completing the migration from SQLite to Dolt, removing legacy storage backends and CLI commands while introducing granular storage interfaces. Concurrently, the project expanded its AI agent ecosystem with new examples, automated task management capabilities, and deep integrations with Linear and MCP servers.

43 changes

2026 · Dolt storage and sync architecture

This period focused on overhauling the storage layer with an embedded Dolt backend, deterministic ID generation, and field-level merge resolution to eliminate merge conflicts. It also introduced a unified sync engine and dedicated packages for GitHub, GitLab, Jira, and Azure DevOps integrations. Additionally, the work established a robust test suite for conformance, migration, and protocol stability.

66 changes

CAI lens gauges

Survey your own repository

gastownhall/beads was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point the surveyor at a repository you know and see whether you agree with it.

Survey a repository

About this page

  • The description of this project is derived from its own commit history, not from its README.
  • The score is its highest published measurement, taken on 29 July 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
  • Measured at commit 423afdcb28 — the exact code this score is about.
  • Scored under rubric rubric-2026.08.18. Score the same commit under that rubric and you get the same number.
CAI link cards