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