Production in one day. Then every day after that, multiple times a day, while staying secure, tested, and with zero downtime.
Can you deliver to production multiple times per day?
The code is not what is stuck. The release path is.
Agents only count if a change can leave the branch.
Over 12+ years I delivered 25+ systems to production. Alex Snihovyi.
The setup is open source, MIT.
- 15 minutes. You show how a change gets to production now.
- We put that path on the app and ship the first release the same day.
- You keep shipping from Cursor, more than once a day.
Your language and cloud can stay. The release path does not.
The default stack
Backend
Ruby + Rails, or Python + Django
Frontend
Tailwind + Hotwire, or HTMX
Tests
Unit, integration, component, end-to-end
Security
SAST, DAST, SCA, pentest, secrets, IaC, SBOM
Database
PostgreSQL
Cache and queues
Redis + Sidekiq, or Celery
AWS
RDS Aurora, ElastiCache, ECS Fargate, ALB, Route 53
GCP
Cloud SQL, Memorystore, Cloud Run, load balancer, Cloud DNS
Pipelines
GitHub Actions
IaC
Terraform
Containers
Docker
Git
Conventional Commits, pre-commit
Planning
GitHub Issues and Discussions
Observability
OpenTelemetry Collector, Prometheus, Loki, Tempo, Grafana, custom dashboards
Harness
Cursor: MCP servers, CLI tools, rules, agents, skills, hooks
Also on the platform
Ephemeral environments, blue/green, segregation of duties, product management