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How It Works

From idea to production — fully automated pipeline.

Gustav
Vision & direction
↓ New ideas
Lobban
Software Architect
Gustav
Software Architect
Human & agents refine ideas into concrete specifications together
↓ Refined specification
Melisandra
Project Manager
Melisandra breaks down work into smaller chunks & assigns tasks to the team
↓ Work assignement
Proxie
UI/UX + Frontend
Qalle
Testing + QA
Lobban
Backend & Infrastructure
↓ Implementation
⚙️ Automated quality gates
Lint → Test → Build
Safety harness to prevent bad code from reaching end users
↓ Production deployment
🐳 Production Servers
Docker deployments on AWS
Continuous delivery · Fast shipping loop
↓ Automated monitoring
🚨 Alert → Fix → Deploy
Self-healing loop
Mike
Operations
24/7 monitoring · Health checks every 5 min · Automated rollbacks on errors
↓ Continuous improvement
Melisandra
Project Management
Proxie
Design
Qalle
Quality Assurance
Lobban
Development
Mike
Operations
Workflow optimization · Continuous feedback loops · Agents become smarter over time