Why Offline-First Git Issue Tracking Beats Jira for AI Pair Programming

In modern software development, we’ve collectively accepted a bizarre reality:

To track that a function has a bug or that a feature needs building, we leave our high-speed terminal and code editor, open a 200MB browser tab, wait 4 seconds for a SaaS issue tracker to hydrate, authenticate via OAuth SSO, and navigate a Byzantine maze of custom fields, sprint boards, and status transitions.

And when you bring autonomous AI coding agents into the loop, the friction multiplies:

You have to give the AI API tokens to access your issue tracker.
Every query requires an HTTP round-trip over the internet.
The API payload dumps hundreds of lines of extraneous metadata (custom field IDs, webhook links, avatar URLs) straight into your LLM prompt.

There is a much better way: Plaintext, Git-native task tracking.

🐝 The Power of Beads (`br` / `bd`)

Enter Beads (beads_rust): an offline-first, Git-tracked issue database created for developers and AI agents.

Instead of living on an external cloud server, your tasks live directly inside your repository in a lightweight .beads/issues.jsonl file.

⚡️ Sub-Millisecond Execution: Checking what needs doing (br ready) takes < 1ms.
🔒 100% Sovereign & Offline: Works on airplanes, trains, or during AWS outages.
🤖 AI-Native: Your AI coding assistant doesn’t need API tokens or web scrapers—it simply queries the local CLI or inspects the plaintext JSONL file directly.
🔀 Branch & Git Aware: Task status travels with your Git branches. When you merge a PR, your issue state merges seamlessly alongside the code.

🌐 The Multi-Repo Problem

There was only one catch: Fleet sprawl.

When you’re actively developing across 5, 20, or 40+ local Git repositories, checking your ready tasks meant constantly cd-ing into every folder:

cd ~/projects/backend && br ready
cd ~/projects/frontend && br ready
cd ~/projects/mobile && br ready
cd ~/projects/cli && br ready

We needed a unified, bird’s-eye command center that gives you instant visibility across your entire workspace without losing the speed and simplicity of local Beads databases.

🛠️ Introducing `beads everywhere` (`be`)

We built Beads Everywhere—a standalone Go hub and local web dashboard designed to discover, search, and manage Beads issue databases across all your project folders.

┌────────────────────────────────────────────────────────────────────────┐
│ 🐝 beads everywhere                      [🔍 Search across fleet...]   │
├────────────────────────────────────────────────────────────────────────┤
│  PROMPTS & FLEET (38 Projects Discovered)                              │
│                                                                        │
│  ┌───────────────────────┐  ┌───────────────────────┐                  │
│  │ 📁 agentic_ssh  P1    │  │ 📁 sparks        P1    │                  │
│  │ Connection retry loop │  │ Schengen compliance   │                  │
│  │ [Claim 🚀]   [Done ✓] │  │ [Claim 🚀]   [Done ✓] │                  │
│  └───────────────────────┘  └───────────────────────┘                  │
└────────────────────────────────────────────────────────────────────────┘

🚀 Lessons in Ruthless Simplicity

When building beads everywhere, we set strict engineering rules:

1. Zero Heavy Frontend Frameworks

We deliberately avoided React, heavy Node bundles, and bloated SPA runtimes.

Instead, the entire application is powered by:

Go standard library (html/template): Pre-compiled and embedded directly into the binary via //go:embed.
HTMX: For instant, declarative modal interactions and reactive filtering with zero full-page reloads.
Tailwind CSS v4: Pre-minified to a tiny 12KB stylesheet.

2. Single Standalone Binary

beads everywhere compiles to a single, static binary with zero runtime dependencies.

Starts in < 5ms.
Consumes < 15MB of RAM.
Includes built-in filesystem discovery that scans your workspace for .beads/ databases in milliseconds.

📦 Install & Quick Start

You can install beads everywhere via Homebrew or Go:

# macOS & Linux (Homebrew)
brew install sandbanks/tap/beads_everywhere

# Or via Go
go install github.com/sandbanks/beads-everywhere/cmd/be@latest

Launch the local web dashboard:

be web

Open http://localhost:8425 and instantly view, triage, and filter all your tasks across your entire machine.

💡 The Takeaway

Modern software engineering doesn’t require multi-megabyte JavaScript bundles or cloud roundtrips for task management.

By combining the local-first power of Git with clean, lightweight Go engineering, we get tools that are instantaneous, sovereign, and an absolute joy to use for both humans and AI pair programmers.

⭐️ GitHub: github.com/sandbanks/beads-everywhere
🍺 Homebrew Tap: brew install sandbanks/tap/beads_everywhere

🐝 The Power of Beads (br / bd)