Skip to main content
BVDNET
ServicesWorkPricing
About
CVCSS 3D lab3D gallery
BlogDictionary
Contact
Astrolabe
Agentic AI

Galactic

An open-source orchestration tool that isolates parallel AI coding agents into separate Git worktrees to prevent file and port conflicts.

Also known as: Galactic orchestration, Galactic CLI

Agentic AIIntermediate
2026-W13
AI Intel Pipeline
What is Galactic?

Galactic is an open-source workflow orchestration tool specifically designed to solve the file-conflict problem when running multiple autonomous AI coding agents in parallel on the same project.

Normally, when a developer unleashes two or more AI agents on a single repository simultaneously, the agents overwrite each other's files, crash the local server, and corrupt the Git history. Galactic prevents this by acting as an isolation layer—spinning up each individual agent in its own isolated Git worktree with auto-assigned server ports.

Why It Matters

As agentic coding becomes standard practice, developers are shifting from sequentially prompting a single agent to acting as "managers" orchestrating teams of parallel AI workers. However, local file system constraints have bottlenecked this multi-agent scaling. Galactic unlocks genuinely parallel, conflict-free AI development, massively multiplying a developer's daily throughput without risking repository corruption.

How It Works

When you trigger multiple tasks via Galactic, it creates temporary Git worktrees linked to your main repository but physically isolated in separate directories. It provisions unique port numbers for any local servers the agents need to spin up to test their code. The agents operate independently in these safe sandboxes. Once their tasks are complete and verified, the developer can review the isolated commits and merge them safely back into the primary branch.

Example

A developer is using the Claude Code CLI and wants to implement a new database schema while simultaneously overhauling the frontend CSS. Instead of waiting 10 minutes for one task to finish before starting the next, they use Galactic to dispatch both commands simultaneously. Galactic isolates "Agent A" in worktree-1 (handling SQL) and "Agent B" in worktree-2 (handling CSS). Both agents test their code without port conflicts, allowing the developer to accomplish 20 minutes of autonomous work in just 10 minutes.

Sources

  1. Galactic Repository

Related Concepts

Information Agents
Continuously running AI systems that proactively monitor, synthesize, and act on information across your digital workspace—transforming search from reactive queries into autonomous intelligence.
Real-World Agent Reliability Gap
The critical gap between AI agent performance on benchmarks (90%+) versus real enterprise workflows (<50%), revealing that frontier models fail at multi-step, ambiguous, tool-heavy tasks humans routinely delegate.
Agent Operational Memory
A technique that externalises an AI agent's behavioural rules and learned heuristics into structured files loaded at session start, giving the agent persistent and consistent behaviour across restarts without fine-tuning.
CODREAM
A post-task reflective protocol for multi-agent AI in which agents collaboratively analyse completed tasks, distil insights into compact heuristics, and route that knowledge asymmetrically to teammates who need it most — permanently improving performance without fine-tuning.

AI Consulting

Need help understanding or implementing this concept?

Talk to an expert
Previous

Function Calling

Next

GAN (Generative Adversarial Network)

// Need help implementing AI?

Need help implementing AI?

I can help you apply this concept to your business.

Get in touch

Web development and AI automation. Done properly.

Start a project
BVDNETBVDNET

BVDNET builds websites and AI automation for small-to-mid size businesses. BVDART makes algorithmic abstract art. Two businesses, one address.

Navigation
  • Services
  • Work
  • Pricing
  • About
  • CV
  • CSS 3D lab
  • 3D gallery
  • Blog
  • Dictionary
Contact
  • Start a project
  • berend@bvdnet.nl
© 2026 BVDNET
Privacy PolicyCookie PolicyTerms of Service
Back to top↑

We use cookies to improve your experience. You can choose which types of cookies to allow.