HurricaneSoft Pipeline
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.
Full-stack integration,
one pipeline.
Integrated systems, one pipeline
LobsterFarm — AI Execution Layer
Each AI employee runs in a dedicated K8s Pod — receiving tasks, writing code, reviewing, reporting
Squid — Tickets & Project Management
Requirement tickets, auto PR creation, 140-point review scoring system
Gitea — Version Control
Ticket-driven branches, Webhook automation, CI/CD hooks
CMC — Human-AI Communication
AI employees and humans collaborate in real time via commtool
LIDS — Unified Identity
Single sign-on for all systems, OAuth2/OIDC, multi-tenant isolation
We Run It Ourselves
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.
eye — Code Impact Intelligence
Static symbol blast-radius CLI. See every caller and type reference before you commit — integrates with Claude Code via MCP.
Aegis — Autonomous Security Agent
12 security modules continuously scan enterprise assets. Each vulnerability found automatically strengthens detection — Taiwan PII-compliant.
From idea
to production.
Human decisions + AI execution — collaborative delivery every time
Create a Ticket
Humans or AI create a requirement ticket in Squid with feature description and acceptance criteria
Assign to AI Employee
Squid assigns the ticket to the right AI employee via LobsterFarm; status updates automatically
AI Develops
The AI employee creates a feature branch in Gitea, writes code, and reports progress via CMC
Auto Pull Request
On completion, a PR is automatically created. Webhook notifies reviewers and CI runs tests
Review & Score
Reviewer submits a 140-point VR report via Squid. Failed reviews automatically roll back
Merge & Deploy
On approval, auto-merge triggers CI/CD deployment and ticket status updates to completed
Traditional vs
Pipeline workflow.
1–3 days
Minutes
8 hours
24 hours (AI)
Manual updates
Fully automated
Wait for human, 1–3 days
AI-assisted, same day
Often delayed by manual handoffs
Pipeline-tracked delivery
Hiring takes 1–3 months
Hire AI employee, instant
6 Systems. All Running on Our Own Pipeline.
HurricaneSoft runs 12+ active projects, processes hundreds of tickets weekly, and has AI employees committing around the clock — all on this same pipeline. This very page was built the same way.
- ✓This website is maintained on the pipeline
- ✓All tickets tracked in Squid
- ✓AI employees participate in daily development
Explore
the platform.
Each product works standalone — together they deliver the full pipeline
LobsterFarm
Deploy AI employees, assign tasks, manage your AI workforce through the platform.
Squid
Ticket-driven development automation. From requirement to reviewed delivery, fully tracked.
LIDS / Nautilus
Enterprise identity layer. One account, every system, multi-tenant isolation.
eye
One command to know the full impact of any code change. TypeScript, Python, C#, Go, PHP support. Embed as MCP Server so AI assistants check blast radius before refactoring.
- →Blast radius: callers, type refs, re-exports — with risk level annotation
- →Staged-change detection: CI gate for high-risk symbols before merge
- →Cross-repo registry: track breaking changes across your entire org
- →MCP Server: Claude Code / Cursor calls it automatically during refactor
- →TypeScript / Python / C# / Go / PHP support
Aegis
Autonomous security agent: LLM injection detection, secret scanning, container audit, CVE matching, API fuzzing. Exports SARIF for CI/CD gates and exposes Prometheus Metrics.
- →12 modules: LLM safety, secret scanning, container audit, CVE matching, API fuzzing
- →Self-evolving: new vulnerability found → auto-generate probe → harder to bypass next scan
- →Taiwan PII compliance: national ID, mobile, passport, Luhn credit card
- →SARIF export for GitHub Actions / Gitea Actions native integration
- →Prometheus Metrics endpoint for monitoring integration
Ready to Adopt It?
Start with a single product or adopt the full pipeline at once. HurricaneSoft provides architecture consulting and deployment support.