Roadmap

Terraform + CloudFormation Export

Export your canvas architecture as production-ready Terraform HCL or CloudFormation JSON — complete with IAM roles, resource policies, and edge-driven integrations.

Real-Time Collaboration

Live multi-author canvas editing powered by Yjs CRDTs and Cloudflare Durable Objects — cursors, presence, conflict-free sync, and guest access via shareable links.

Multi-Cloud: Cloudflare

Build on Cloudflare’s developer platform — Workers, Queues, D1, R2, Workers KV, and Durable Objects — alongside AWS, GCP, and Azure. Full rulebooks, validation, simulation, service-binding IAM, Terraform export ($0 R2 egress included), Terraform → canvas import, and wrangler.toml export.

Challenges: Learn & Test Modes

Each challenge has a guided Learn mode with step-by-step walkthroughs and a timed Test mode for self-assessment — with locally-persisted progress and best times.

AI Design Doctor

Local rule-based analysis engine with GPT-4o-mini integration — grades your architecture A–D, catches anti-patterns, single points of failure, and missing async buffers.

Multi-Cloud: GCP & Azure

Build on Google Cloud (10 services) and Azure (4 services) alongside AWS — full rulebooks, validation, simulation, IAM (Service Accounts & Managed Identity), Terraform export, and live cost estimates. Mix providers on a single canvas.

Per-Node AI Feedback

Select any node for focused, provider-aware AI guidance — best-practice notes, cost-optimisation suggestions, and concrete next steps from its config, neighbours, and live metrics. Cached, rate-limited, and backed by an offline rule-based fallback.

Provider Recommendation

Use the dated per-service pricing tables across AWS, GCP, Azure, and Cloudflare to estimate each provider’s monthly cost for your workload and recommend the most cost-effective platform — with per-service breakdowns, gaps, and assumptions surfaced.