How Multi-Agent Collaboration Works

Unlike single AI assistants that try to do everything, SiftCoder uses a team of specialized agents. Each agent excels at their specific role, and they collaborate automatically through your development workflow.

The Autonomous Workflow
1
Plan

Analyze & Break Down

→
2
Code

Implement & Test

→
3
Review

Validate & Check

→
4
Fix

Heal & Improve

Why Multiple Agents?

🎯 Specialization

Each agent focuses on what they do best, resulting in higher quality output than a generalist assistant.

⚡ Speed

Agents work in parallel where possible, completing tasks faster than sequential processing.

🔄 Self-Improving

QA Reviewer and QA Fixer continuously improve code quality without human intervention.

Meet the 6 Agents

Each agent has a specialized role, unique expertise, and specific responsibilities. They collaborate automatically through your workflow.

🧠

Planner Agent

The strategist that breaks down complex tasks into actionable implementation plans.

Responsibilities

  • ✓ Analyzes requirements and explores codebase
  • ✓ Creates detailed implementation plans
  • ✓ Breaks down features into subtasks
  • ✓ Identifies dependencies and risks
Triggered By Commands:
/siftcoder:build /siftcoder:add-feature /siftcoder:api
⚙️

Coder Agent

The builder that writes production-ready code with comprehensive tests and documentation.

Responsibilities

  • ✓ Implements features from the plan
  • ✓ Writes production-ready, clean code
  • ✓ Generates comprehensive tests
  • ✓ Follows best practices automatically
Triggered By Commands:
/siftcoder:build /siftcoder:add-feature /siftcoder:fix /siftcoder:api
🔍

Investigator Agent

The explorer that safely investigates code to understand issues and root causes.

Responsibilities

  • ✓ Explores codebase in read-only mode
  • ✓ Investigates bugs and issues safely
  • ✓ Analyzes code patterns and structure
  • ✓ Understands architecture and dependencies
Triggered By Commands:
/siftcoder:investigate /siftcoder:understand /siftcoder:timewarp
📝

Documenter Agent

The writer that generates comprehensive documentation, architecture diagrams, and guides.

Responsibilities

  • ✓ Generates architecture diagrams
  • ✓ Creates API documentation
  • ✓ Writes user guides and manuals
  • ✓ Creates technical documentation
Triggered By Commands:
/siftcoder:document /siftcoder:architecture /siftcoder:api-docs
✅

QA Reviewer Agent

The validator that checks implementation quality against requirements and best practices.

Responsibilities

  • ✓ Validates against requirements
  • ✓ Runs comprehensive test suites
  • ✓ Checks code quality and standards
  • ✓ Generates detailed QA reports
Triggered By Commands:
All BUILD commands All MAINTAIN commands
🔧

QA Fixer Agent

The healer that automatically fixes issues found during review, enabling self-healing loops.

Responsibilities

  • ✓ Analyzes QA Reviewer findings
  • ✓ Implements fixes automatically
  • ✓ Re-runs tests to validate
  • ✓ Continues until all tests pass
Triggered By Commands:
All BUILD commands All MAINTAIN commands /siftcoder:heal
🚀

Try It Yourself

See multi-agent collaboration in action with any BUILD or MAINTAIN command. The agents automatically collaborate through the Plan → Code → Review → Fix cycle.

Simple example:

/siftcoder:build "Add user login with JWT"

Watch as Planner breaks it down, Coder implements it, QA Reviewer validates it, and QA Fixer improves it—all automatically.

Frequently Asked Questions

How do agents communicate with each other? ▼
Agents communicate through structured handoffs. When the Planner completes a plan, it passes the context to the Coder with the implementation plan. The Coder then passes the implementation to the QA Reviewer for validation. If issues are found, they're passed to QA Fixer. Each handoff includes full context, requirements, and previous work.
Can I use agents individually? ▼
Yes! Many commands trigger specific agents. Use /siftcoder:investigate to trigger just the Investigator Agent, or /siftcoder:document for just the Documenter Agent.
How is this different from ChatGPT or Claude? ▼
Single AI assistants try to do everything themselves, which leads to inconsistent quality. SiftCoder's multi-agent system ensures each phase of development is handled by a specialist, resulting in higher quality, more consistent code. Plus, the self-healing loop means QA issues are fixed automatically without your intervention.
Do agents run simultaneously? ▼
Agents run in sequence through the workflow phases, but multiple instances of agents can work in parallel on different subtasks. For example, when building multiple features, you might have multiple Coder instances working on different features simultaneously, all coordinated by the workflow.
Can I customize agent behavior? ▼
Yes! You can customize agent behavior through scope boundaries, checkpoint/rollback, and preview changes. The /siftcoder:scope commands let you control what agents can modify, and /siftcoder:preview lets you review changes before they're applied.

Experience Multi-Agent Collaboration

See how specialized AI agents work together to build better code, faster.

Try BUILD Commands →