Scale to Infinite Agents Working in Parallel

Run 2, 10, or 50 agents simultaneously. Coordination handles file conflicts, dependencies, and task distribution automatically. Ship 6x faster than sequential execution.

6 agents running in parallel

2 backend + 2 frontend + 2 testing agents working simultaneously

Coordination prevents conflicts • Scale to any number of agents

Backend Agent 1

2m 15s

Current task:

Building OAuth endpoints

Working on:

src/api/auth.ts

Progress75%

Running

Backend Agent 2

1m 50s

Current task:

User model & migrations

Working on:

src/models/User.ts

Progress90%

Running

Frontend Agent 1

1m 45s

Current task:

Working on:

src/components/LoginForm.tsx

Progress60%

Running

Frontend Agent 2

2m 10s

Current task:

Profile dashboard UI

Working on:

src/components/ProfileDashboard.tsx

Progress55%

Running

Testing Agent 1

1m 30s

Current task:

E2E authentication flows

Working on:

tests/auth.spec.ts

Progress85%

Running

Testing Agent 2

1m 55s

Current task:

Security & permissions

Working on:

tests/security.spec.ts

Progress70%

Running

~12 minutes

Sequential execution

6 tasks × 2 minutes each

~2 minutes

6 agents in parallel

6x faster with coordination

Scale Without Limits

Run as many agents as you need. Coordination handles file reservations, task dependencies, and conflict prevention automatically. 10 agents? 50 agents? Coordination scales infinitely.

From One Request to Parallel Execution

Watch how a single request automatically splits into parallel tasks

Single Request

Human requests: 'Build user authentication'

"Build complete user authentication with OAuth 2.0"

Intelligent Breakdown

System analyzes and creates multiple parallel tasks

Task 1 & 2

Backend: OAuth endpoints + User models (2 agents)

Task 3 & 4

Frontend: Login UI + Dashboard (2 agents)

Task 5 & 6

Tests: E2E flows + Security tests (2 agents)

6 tasks • Scale to any number based on complexity

Parallel Execution

Six agents work simultaneously without conflicts

Backend 1

75% done

Backend 2

90% done

Frontend 1

60% done

Frontend 2

55% done

Testing 1

85% done

Testing 2

70% done

Merge & Verify

All tasks complete, coordination ensures zero conflicts

Complete

6 tasks merged • 0 conflicts • All tests passing

File reservations prevented 12 potential conflicts

6x Faster

6 agents in parallel vs sequential execution

Coordination enables unlimited scaling without conflicts

Intelligent Dependency Management

Tasks respect dependencies while maximizing parallel execution

Layer 1

• Foundation (Parallel)

Database Schema

Completed

API Endpoints

Completed

Layer 2

• Build (Parallel)

UI Components

Running

Depends on:

API Endpoints

Integration Tests

Running

Depends on:

API Endpoints

Database Schema

Layer 3

• Deploy (Sequential)

Deploy to Staging

Waiting

Depends on:

UI Components

Integration Tests

Parallel Layers, Intelligent Dependencies

Tasks within each layer run in parallel. System automatically waits for dependencies before starting the next layer. Database + API run together, then UI + Tests run together, finally Deploy runs solo.

Tasks+Coordination=Zero Conflicts

Zero Merge Conflicts, Guaranteed

Tasks + Coordination work together seamlessly. File reservations prevent agents from editing the same files. Message passing coordinates handoffs. Run unlimited parallel agents without chaos.

Without File Reservations

Agent 1 starts editing auth.ts

Agent 2 also edits auth.ts

Both try to commit changes

Merge Conflict!

Manual resolution required. Work blocked. Time wasted.

With File Reservations

Agent 1 reserves auth.ts

File locked

Agent 2 tries to reserve auth.ts

Reservation blocked

Agent 2 works on different file instead

middleware.ts

Zero Conflicts

Both agents work in parallel without stepping on each other.

Flexible Reservation Modes

Exclusive

Only one agent can edit. Perfect for critical files like config or migrations.

Shared

Multiple agents can read. Useful for reference files and documentation.

Pattern-based

Reserve by glob pattern: src/api/**/*.ts

Ready to Ship 3x Faster?

Stop waiting for sequential execution. Let AI agents work in parallel with zero conflicts. Join teams delivering features at unprecedented speed.