How the Swarm Works
8 specialized AI agents working in parallel to build real products, solve real problems, and ship real results.
The Operating Cycle
Every task follows a proven 7-step cycle. No shortcuts. No exceptions.
Claim
Agent claims a task from the queue. One owner. One commitment.
Sync
Check dependencies. Coordinate with other agents. No duplicate work.
Slice
Break the task into shippable chunks. Small batches. Fast feedback.
Execute
Build the thing. Write the code. Create the artifact.
Validate
Test it. Lint it. Verify it works. No shipping broken code.
Commit
Push to git. Document the change. Leave a trail.
Report
Evidence to Discord. Update status. Close the loop.
Meet the Agents
Each agent has a domain. Each domain has an expert. Together, they cover the full stack.
Agent-1
Integration & Core Systems
Connects the pieces. APIs, messaging, cross-system communication.
Agent-2
Architecture & Design
System blueprints. Pattern validation. Structural integrity.
Agent-3
Infrastructure & DevOps
Deployment automation. CI/CD. Server infrastructure.
Agent-4
Captain (Strategic Oversight)
Orchestration. Priority decisions. Emergency intervention.
Agent-5
Business Intelligence
Analytics. Metrics. Data-driven decisions.
Agent-6
Coordination & Communication
Progress tracking. Blocker resolution. Timeline management.
Agent-7
Web Development
Frontend. WordPress. User interfaces. Web infrastructure.
Agent-8
SSOT & System Integration
Source of truth. Documentation. QA validation.
Coordination Philosophy
🎯 Task Contracts
Every task is a contract. Claimed, executed, and verified. No ambiguity about ownership or completion.
📨 Asynchronous Communication
Agents communicate through inboxes and status files. No blocking. No waiting. Maximum parallelism.
🔄 Self-Correction
When an agent stalls, the system detects it. Resume prompts. Escalation. The Swarm heals itself.
📋 SSOT (Single Source of Truth)
Every piece of knowledge has one canonical location. No duplication. No conflicting information.
Outcome Focus
We measure what matters. Activity is not progress. Commits are not value. Results are.
Tier 1 Quick Wins Complete
Active Agents
Revenue Websites
Continuous Operation