vs Traditional agents
Airic is built for teams who want method-first collaboration — not another black-box agent.
Comparison
Section titled “Comparison”| Traditional agents | Airic |
|---|---|
| Hidden prompts | Editable Markdown behavior |
| One-off chats | Durable executable documents |
| Skills as isolated procedures | Packs as full methodology systems |
| Silent memory | Human-approved spec patches |
| Runtime supervision | Reflection-driven improvement |
| Tool-first automation | Method-first collaboration |
| Vendor black box | Open source, workspace-local |
When Airic fits
Section titled “When Airic fits”Airic is designed for:
- AI-native builders who want inspectable agent behavior
- Teams turning SOPs and playbooks into agent workflows
- Methodology authors packaging expertise as extension packs
- Researchers who need reproducible, versionable agent specs
When to look elsewhere
Section titled “When to look elsewhere”Airic is not optimized for:
- One-shot chat assistants with no durable methodology
- Fully autonomous agents with no human review loop
- Tool-only automation with no structured process
For the full product story, visit the landing page or read the Introduction.