From Requirement to Delivery — AI All the Way
Integrating LobsterFarm AI employees, Squid ticket management, LIDS identity authentication, Gitea version control, and CMC communication — a fully automated pipeline where humans and AI work side by side.
Five systems, one pipeline
Each AI employee runs in a dedicated K8s Pod — receiving tasks, writing code, reviewing, reporting
Requirement tickets, auto PR creation, 140-point review scoring system
Ticket-driven branches, Webhook automation, CI/CD hooks
AI employees and humans collaborate in real time via commtool
Single sign-on for all systems, OAuth2/OIDC, multi-tenant isolation
Human decisions + AI execution — collaborative delivery every time
Humans or AI create a requirement ticket in Squid with feature description and acceptance criteria
Squid assigns the ticket to the right AI employee via LobsterFarm; status updates automatically
The AI employee creates a feature branch in Gitea, writes code, and reports progress via CMC
On completion, a PR is automatically created. Webhook notifies reviewers and CI runs tests
Reviewer submits a 140-point VR report via Squid. Failed reviews automatically roll back
On approval, auto-merge triggers CI/CD deployment and ticket status updates to completed
Each product works standalone — together they deliver the full pipeline
| Metric | Traditional | HurricaneSoft Pipeline |
|---|---|---|
| Requirement to start | 1–3 days | Minutes |
| Daily working hours | 8 hours | 24 hours (AI) |
| Ticket status tracking | Manual updates | Fully automated |
| Code Review | Wait for human, 1–3 days | AI-assisted, same day |
| On-time delivery rate | Industry avg. 70% | HurricaneSoft 97% |
| Scaling up | Hiring takes 1–3 months | Hire AI employee, instant |
This pipeline is not just a product — it's HurricaneSoft's own development infrastructure. Every internal project, including this platform itself, is built and maintained on it. We eat our own cooking.
Start with a single product or adopt the full pipeline at once. HurricaneSoft provides architecture consulting and deployment support.