Run Parallel Claude Code Sessions with agent-orchestrator: One Agent Per Feature Branch

Apr 23, 2026

The Problem

My Claude Code workflow was sequential. I could only work on one feature at a time:

1. Start Claude Code session
2. Work on feature A
3. Complete feature A (maybe 2 hours)
4. Close session
5. Start new session for feature B
6. Work on feature B
7. Complete feature B
8. Repeat for feature C...

Total time: Sum of all feature times
Can't parallelize anything

This was slow. Features that could run independently had to wait for each other.

The Solution: agent-orchestrator

I found agent-orchestrator on the Reddit thread about best Claude Code tools. It runs parallel Claude Code sessions across git worktrees.

main branch
├── worktree/feature-a  → Claude session 1 (working on auth)
├── worktree/feature-b  → Claude session 2 (working on dashboard)
├── worktree/feature-c  → Claude session 3 (working on tests)
└── CI pipeline watches all worktrees

All three run at the same time

Each Claude session works in its own isolated directory. CI runs tests for each independently.

What It Enables

- Multiple Claude Code sessions simultaneously
- Each session in its own git worktree
- Feature A + Feature B + Feature C at same time
- CI integration for automated testing/deployment

Why Git Worktrees

Git worktrees are the key mechanism:

# Create a worktree (isolated directory for a branch)
git worktree add ../feature-a feature-branch-a

# Each worktree is an independent directory
# Claude Code session runs in that directory
# No merge conflicts during development

Benefits:

Isolated codebases per feature
No merge conflicts during development
Each Claude has clean context
Parallel commits possible

How It Works

Architecture

                    main branch
                         │
         ┌───────────────┼───────────────┐
         │               │               │
    worktree/A      worktree/B      worktree/C
         │               │               │
    Claude #1       Claude #2       Claude #3
         │               │               │
    "Add auth"      "Build UI"      "Write tests"
         │               │               │
         └───────┬───────┴───────┬───────┘
                 │               │
            CI Pipeline    CI Pipeline
           (tests for A)   (tests for B)
                 │               │
              Merge          Merge
             (when ready)   (when ready)

Conceptual Commands

# Create worktrees for parallel features
agent-orchestrator create feature-a feature-b feature-c

# Each worktree gets its Claude session
# You tell each session what to do:
# Session A: "Implement authentication API"
# Session B: "Add dashboard UI components"
# Session C: "Write E2E tests for checkout"

# Monitor all sessions
agent-orchestrator status
# Output:
# Feature A: 45% complete, 2 tests passing
# Feature B: 30% complete, building components
# Feature C: 10% complete, writing test skeleton

# CI auto-runs tests per worktree
# Merge when ready
agent-orchestrator merge feature-a

Why This Matters

Speed. Instead of waiting for feature A to finish before starting feature B:

Sequential (old way):
Feature A: 2 hours
Feature B: 1.5 hours
Feature C: 1 hour
Total: 4.5 hours

Parallel (with agent-orchestrator):
Feature A, B, C run simultaneously
Total: ~2 hours (time of longest feature)

Double or triple your throughput

Clarification: Claude Code’s Native Worktree Support

One Reddit user asked: “agent-orchestrator? Claude Code already handles git worktrees?”

The difference:

Claude Code native worktrees:
- Can work in a worktree
- Manual session management
- Sequential switching between features

agent-orchestrator adds:
- Automatic session spawning per worktree
- CI pipeline integration
- Coordination between parallel agents
- Management dashboard for all sessions

Claude Code can use worktrees, but agent-orchestrator manages them automatically and runs sessions in parallel.

Common Mistakes

Mistake	What Happens	Fix
Too many parallel sessions	Context window overload	Start with 2-3 max
Not coordinating shared dependencies	Merge conflicts	Plan features with clear boundaries
Forgetting worktrees share git history	Push conflicts	Each feature on separate branch
Assuming parallel = faster for coupled features	Still sequential	Use parallel only for independent work

Best Practices

I learned these from the Reddit discussion:

Start with 2-3 sessions - More than that and context windows become unwieldy
Pick independent features - Don’t parallelize features that depend on each other
Coordinate shared code - If multiple sessions touch shared files, plan carefully
Use CI for safety - Let automated tests catch integration issues

The Reddit thread noted agent-orchestrator has 6.4k GitHub stars by ComposioHQ.

Summary

agent-orchestrator parallelizes Claude Code development. One agent per feature branch in isolated git worktrees. Double your throughput by working on multiple features simultaneously. Ideal for independent features; coordinate carefully for coupled changes.

Final Words + More Resources

My intention with this article was to help others share my knowledge and experience. If you want to contact me, you can contact by email: Email me

Here are also the most important links from this article along with some further resources that will help you in this scope:

👨‍💻 agent-orchestrator GitHub Repository
👨‍💻 Reddit: Best GitHub Repos for Claude Code 2026

Oh, and if you found these resources useful, don’t forget to support me by starring the repo on GitHub!