FastAPI NestJS Go / Fiber Go / Gin Spring Boot ASP.NET Core Frontend Apps

AI Create

From plain-English prompt to a runnable project in seconds.

AI Debug

Root cause, remediation guidance, and verification targets with workspace context.

Change Impact Lite

Know what could break before you make any change.

Module Catalog

FastAPI/NestJS modules install in-product; Go / Fiber, Go / Gin, Spring Boot, ASP.NET Core, Frontend Apps use scaffold-first flows.

FastAPIPython 3.11+

The standard AI stack for Python backends.

Workspai reads your FastAPI project structure, installed RapidKit modules, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

fastapi.standardfastapi.ddd

AI actions

AI Create — FastAPI project from a prompt
Add endpoint with schema + service layer
Debug route failures with full context
Fix Preview Lite for endpoint errors
Module Advisor for auth_core, db_postgres

Compatible modules

auth_coredb_postgresstripe_paymentemail_serviceredis_cache

Scaffold output

billing-api/

app/

main.py

routes/payments.py

schemas/payment.py

services/stripe.py

tests/test_payments.py

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

NestJSNode.js · TypeScript

Production-grade TypeScript APIs, scaffolded with AI.

Workspai reads your NestJS project structure, installed RapidKit modules, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

nestjs.standard

AI actions

AI Create — NestJS module from intent
Generate controller + service + DTO
Debug dependency injection issues
Change Impact Lite for service changes
Terminal → AI Bridge for test failures

Compatible modules

auth_jwtdb_typeormemail_serviceredis_cachestripe_payment

Scaffold output

user-api/

src/

app.module.ts

users/users.module.ts

users/users.controller.ts

users/users.service.ts

test/users.e2e-spec.ts

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

Go / FiberGo 1.21+

Fast HTTP APIs in Go, without the boilerplate.

Workspai reads your Go / Fiber project structure, scaffold markers, runtime files, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

gofiber.standard

AI actions

AI Create — Go Fiber project from prompt
Generate handler + route + middleware
Debug runtime panics with context
Project Assistant for architecture Q&A
Fix Preview Lite for Go errors
Import and scaffold-first workflow (no RapidKit module catalog)

Workflow support

Scaffold-only — import existing Go services

Scaffold output

payments-api/

cmd/server/main.go

internal/

handlers/payment.go

services/payment.go

models/payment.go

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

Go / GinGo 1.21+

Lightweight and battle-tested Go HTTP framework.

Workspai reads your Go / Gin project structure, scaffold markers, runtime files, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

gogin.standard

AI actions

AI Create — Go Gin API from intent
Generate route group + handler + model
Debug middleware chain issues
Workspace Memory for Go conventions
Change Impact for API breaking changes
Scaffold-first workflow (no RapidKit module catalog)

Workflow support

Scaffold-only — import existing Go services

Scaffold output

analytics-api/

cmd/main.go

internal/

api/routes.go

handlers/events.go

middleware/auth.go

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

Spring BootJava 17+

Enterprise Java APIs with AI scaffolding.

Workspai reads your Spring Boot project structure, scaffold markers, build files, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

springboot.standard

AI actions

AI Create — Spring Boot app from intent
Generate controller + service + entity
Debug autowiring and bean injection issues
Fix Preview Lite for REST endpoint errors
Project Assistant for Java architecture Q&A
Scaffold-first workflow (no RapidKit module catalog)

Workflow support

Scaffold-only — import existing Spring services

Scaffold output

account-service/

src/main/java/

com/api/AccountController.java

com/service/AccountService.java

com/model/Account.java

src/test/java/AccountTest.java

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

ASP.NET Core.NET 8+ · C#

C# APIs with AI-guided project scaffolding.

Workspai reads your ASP.NET Core project structure, scaffold markers, solution files, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

dotnet.webapi.clean

AI actions

AI Create — ASP.NET Core API from intent
Generate controller + service + DTO
Debug middleware and dependency injection issues
Project Assistant for C# architecture Q&A
Scaffold-first workflow (no RapidKit module catalog)

Workflow support

Scaffold-only — import existing ASP.NET Core services

Scaffold output

orders-api/

Program.cs

Controllers/OrdersController.cs

Services/OrderService.cs

Models/Order.cs

appsettings.json

rapidkit.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

Frontend AppsNode.js · TypeScript

Modern web apps scaffolded from the same workspace intelligence layer.

Workspai reads your Frontend Apps package metadata, framework markers, scripts, routes, and git state on every AI prompt — so you get answers specific to your codebase, not generic examples.

RapidKit

frontend.nextjsfrontend.remixfrontend.vite-reactfrontend.vite-vuefrontend.vite-sveltefrontend.vite-solidfrontend.vite-vanillafrontend.nuxtfrontend.angularfrontend.astrofrontend.sveltekit

AI actions

AI Create — frontend app from intent
Choose Next.js, Remix, Vite, Nuxt, Angular, Astro, or SvelteKit
Debug script and runtime failures with workspace context
Change Impact Lite for UI and routing changes
Scaffold-first workflow (no RapidKit module catalog)

Workflow support

Scaffold-only — frontend apps do not use the RapidKit module catalog yet

Scaffold output

customer-portal/

package.json

src/

app/

components/

routes/

.rapidkit/

project.json

Generated from a single prompt via AI Create. Routes, schemas, services, tests — all wired together from the start.

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