What Happened
Hermes Agent’s Kanban Swarm feature has sparked a wave of user testing in the community in early May 2026.
A typical workflow looks like this:
- Run
hermes kanban create- Tell it to plan a complete AI SEO strategy
- Hermes automatically maps out keyword clusters, content architecture, and link building strategies
- Multiple Agents execute in parallel, generating a complete 50-page SEO website for free
This is not a concept proof — it’s real users’ daily workflow.
Why This Matters
1. What Pain Points Kanban Swarm Sololves
Before this, AI Agent workflows had three core pain points:
| Pain Point | Traditional Solution | Kanban Swarm Solution |
|---|---|---|
| Task Decomposition | Manual splitting, easy to miss items | Agent auto-decomposes into kanban cards |
| Parallel Execution | Single-threaded queue, time-consuming | Multiple Agents process different cards in parallel |
| Progress Tracking | Check logs, wait for callbacks | Visual kanban, real-time status |
2. Why SEO Workflow Is the Benchmark Scenario
SEO content generation is naturally suited for multi-Agent collaboration:
Hermes Kanban Board
├── 📋 Keyword Research Agent → Outputs keyword cluster report
├── 📋 Content Architecture Agent → Outputs site structure and page planning
├── 📋 Content Generation Agent → Generates 50 pages in parallel
├── 📋 Link Building Agent → Outputs link building strategy
└── 📋 Technical SEO Agent → Checks and optimizes page technical elementsEach Agent focuses on one sub-task, coordinates progress through the kanban, and ultimately delivers a complete SEO strategy.
3. Cost Comparison
| Solution | Cost | Time | Quality |
|---|---|---|---|
| Traditional SEO Consultant | $500+/hour | Weeks | Depends on consultant level |
| Manual ChatGPT Usage | $20/month subscription | Days | Requires extensive prompt engineering |
| Hermes Kanban Swarm | Free (open source) | Hours | Automated, standardized |
4. A Milestone for Open Source Agents
This case marks the evolution of open source AI Agents from “can chat” to “can work”:
- Before: Open source Agents mainly stayed at single-turn conversations and simple tool calls
- Now: Kanban Swarm achieves multi-Agent orchestration, task decomposition, parallel execution, and progress management
- Significance: Proves open source Agent solutions can compete with commercial solutions in production environments
Hermes Agent V0.12’s Curator Feature
Alongside Kanban Swarm, Hermes Agent V0.12’s Curator feature released simultaneously is equally noteworthy:
- Auto-maintains skill library: Runs every 7 days, grades, merges, and prunes your skill library
- Zero human intervention: The entire process requires no user participation
- Cold start time reduced by 57%: Significantly boosts Agent startup speed through skill optimization
- Spotify native integration: Direct support for music and playlist control
The Curator is essentially an Agent for Agents — a meta-Agent dedicated to maintaining other Agents.
Landscape Assessment
Kanban Swarm’s Applicable Scenarios
| Scenario Type | Fit | Description |
|---|---|---|
| SEO Content Production | ⭐⭐⭐⭐⭐ | Verified, 50-page website generated for free |
| Multi-Platform Content Distribution | ⭐⭐⭐⭐ | Suitable for multi-channel content adaptation |
| Data Analysis Reports | ⭐⭐⭐⭐ | Multi-step data processing naturally suits kanban |
| Code Project Scaffolding | ⭐⭐⭐ | Can be used for project initialization, but needs coding Agent pairing |
| Customer Support Automation | ⭐⭐⭐ | Suitable for classification + routing, but needs CRM integration |
Comparison with Commercial Solutions
| Dimension | Hermes Kanban | Commercial Agent Platforms |
|---|---|---|
| Cost | Free, open source | $50-500/month |
| Deployment | Local execution | Cloud SaaS |
| Customization | Fully controllable | Limited by platform features |
| Learning Curve | Requires technical background | Usually more friendly |
| Ecosystem Integration | Depends on community plugins | More official integrations |
Action Recommendations
For content creators:
- If you need to batch-generate SEO content, Hermes Kanban Swarm is currently the most cost-effective solution
- Recommend testing with a small project first (e.g., 10-page blog), then scaling up
For developers:
- Watch the Hermes Agent plugin ecosystem — your skills can become reusable components for other Agents
- V0.12’s Curator feature is worth studying: it demonstrates the meta-architecture pattern of “Agent maintaining Agent”
For business owners:
- If your team has technical background, Hermes Agent’s zero-cost solution can replace some commercial SaaS subscriptions
- Watch the Hermes community’s growth speed — it’s rapidly closing the experience gap with commercial solutions