Everything you need to go from a plain-English description of your system to a production-ready, structured backend scaffold — in under 10 minutes.
What is Orchesity
Orchesity is an AI-powered backend architecture and scaffold generation platform. You describe what you're building in plain English — the domain, scale, and constraints — and Orchesity reasons through your requirements using a 16-phase intelligence pipeline to produce a complete, professional backend scaffold.
The output is not a template or boilerplate. Orchesity makes real architectural decisions: framework selection, database schema, authentication patterns, service layers, module structure, and deployment configuration — all specific to your described system.
Under 10 min
From prompt to complete scaffold
100+ frameworks
Enterprise Orchestration for 26+ Elite Frameworks, plus AI support for 100+ others
12+ languages
Python, TypeScript, Java, Go, Rust, Ruby, PHP, C#, Kotlin, and more
Getting started
1
Create an account
Sign up at orchesity.com with email/password or continue with Google or GitHub. Your account starts with 3 free credits — no credit card required.
2
Describe your system
From the Dashboard, click "Generate". Write a plain-English description of what you're building: domain, expected scale, key features, and any framework preferences. The more context you provide, the more accurate the architectural decisions.
3
Receive your scaffold
Orchesity generates your complete backend scaffold, including project structure, database schema, auth patterns, API routes, and implementation guides. Download as ZIP or push directly to a new GitHub repository.
Credits & plans
Orchesity uses a credit system. Each standard scaffold generation consumes 1 credit. Credits reset monthly at the start of each billing cycle and do not roll over. The Coding Polish Agent (repair pass) is available on Pro and Enterprise plans and does not consume additional credits.
Plan
Credits / mo
API req / mo
Polish Agent
Price / mo
Free
3
500
—
$0
Starter
15
5,000
—
$19
Pro
40
25,000
✓
$49
Enterprise
100
100,000
✓
$99
All plans include: all 100+ framework patterns, ZIP download, GitHub push, Strict Mode verification, and email support. See Pricing for the full feature comparison.
Generate flow
1Submit a natural-language prompt from Dashboard → Generate.
2Orchesity extracts explicit framework and language preferences from the prompt or the stack selector.
3The backend creates a generation record, charges 1 credit, and starts the 16-phase generator engine.
4Progress streams live through WebSocket while database polling serves as the fallback.
5The finished artifact is snapshotted with readiness checks, proof metadata, and a generation manifest.
6Download as ZIP or push to a new GitHub repository. The generation detail page shows the full proof pack.
16-phase AI pipeline
Every generation runs through a sequential 16-phase intelligence pipeline coordinated by a swarm of 8 specialized AI agents. Each phase builds on the outputs of the previous, ensuring architectural consistency from requirements through to deployment configuration.
Orchesity supports 100+ framework patterns across 12+ programming languages. Each framework is governed by a constitution — a structured ruleset encoding best practices, canonical patterns, and anti-patterns for that specific framework and ecosystem.
→
Python:Django, FastAPI, Flask, Tornado, Starlette
→
TypeScript:NestJS, Express, Fastify, Hono, tRPC
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Java:Spring Boot, Quarkus, Micronaut, Jakarta EE
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Go:Gin, Echo, Fiber, Chi, gRPC
→
Rust:Axum, Actix-web, Warp, Rocket
→
Ruby:Rails, Sinatra, Hanami
→
PHP:Laravel, Symfony, Slim
→
C#:.NET 8, ASP.NET Core, Minimal API
→
Kotlin:Ktor, Spring Boot (Kotlin)
→
Scala:Play Framework, Akka HTTP, ZIO
→
Elixir:Phoenix, Plug
→
Swift:Vapor
Cross-language architectural comparisons are included in generation output. The selected framework is validated against its constitution before generation proceeds.
Strict Mode verification
Strict Mode is available on all plans. When enabled, Orchesity runs a post-generation verification pass that checks the artifact against a set of structural and architectural integrity rules before it is finalized.
Structural integrity
Required files, directories, and configuration exist and are non-empty
Framework alignment
Chosen framework patterns are consistent with the constitution
Schema completeness
All referenced models and relationships are fully defined
Security baseline
Auth pattern, input validation, and error handling are present
Run command validity
Entry point and start instructions are syntactically correct
Dependency declarations
Dependencies file (requirements.txt, package.json, etc.) is present and populated
If any critical check fails, the generation is marked needs_repair and a structured repair plan is included in the proof pack. Pro and Enterprise plan users can trigger the Coding Polish Agent directly from the generation detail page to resolve failures.
Coding Polish AgentPro & Enterprise
The Coding Polish Agent is a validation-guided repair system available to Professional and Enterprise plan users. It is invoked from the generation detail page when a generation is marked needs_repair, or when you want to improve a complete artifact.
→
Repair pass: Uses the proof pack repair plan to target and fix specific failed checks. Each repair step is applied, verified, and logged individually.
→
Rollback snapshot: Before applying repairs, a rollback snapshot of the original artifact is stored. You can revert to the pre-repair state at any time from the generation detail page.
→
Polish report: After the repair pass, a polish report is written to the generation record, documenting each fix applied, verification outcomes, and final readiness status.
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No extra credit cost: Running the Coding Polish Agent does not consume additional credits. It is included with Pro and Enterprise subscriptions.
Agent CopilotAll plans
Agent Copilot is the autonomous AI coding layer built directly into the Orchesity dashboard. It runs a self-directed loop — reading files, writing code, validating output, and iterating — until your task is complete. No prompt engineering, no copy-pasting.
Smart file selection
Before writing a single line, the agent ranks every project file by relevance to your task using TF-IDF scoring. The top files are injected into its context automatically — no need to manually open files.
Real-time streaming
Every tool call the agent makes — read, write, search, validate — is streamed to your browser in real time over Server-Sent Events. You see exactly what the agent is doing as it works.
Human-in-the-loop (HITL)
Enable approval mode before starting a task. The agent stages proposed file changes for your review before anything is written to disk. Accept or reject the entire changeset with one click.
Rollback snapshots
Before every agentic run, a complete snapshot of your project files is taken automatically. You can restore any previous state at any time from the generation detail page.
Available agent actions
Fix a bugRefactor a moduleAdd an endpointRun validationSearch codebaseStage & review changesRollback to snapshotTrigger Polish AgentPush to GitHub
The Agent Copilot is accessible from any generation detail page via the AI Copilot panel on the right side of the dashboard. It operates within a sandboxed filesystem — it can only read and write files inside your generated project directory. No access to your local machine or external systems.
Proof pack
Every completed generation writes a .orchesity_artifact.json manifest to the artifact root. The proof pack is the human-readable evidence layer inside that manifest — it documents exactly what was decided and why.
Prompt contract
What the agent understood: prompt summary, interpreted stack, explicit constraints, and excluded assumptions.
Decision ledger
Why the selected stack and artifact shape were chosen, with evidence references and trade-off notes.
Readiness proof
Critical check results, validation findings, run command, failed blockers, and readiness classification.
Repair plan
Actionable repair steps for failed critical checks, structured for Coding Polish Agent consumption.
Note: Proof packs document generation evidence. They do not replace human code review, security review, dependency review, or production acceptance testing.
Download & GitHub
Completed generations can be exported in two ways: as a ZIP archive, or by pushing directly to a new GitHub repository.
ZIP download
Downloads the complete project structure as a .zip archive. Available on all plans immediately after generation completes.
GitHub push
Push to a new repository in your GitHub account after completing OAuth connection in Account settings. Orchesity runs preflight checks before pushing: repository name availability, OAuth token validity, artifact completeness, and push history.
GitHub OAuth connection can be managed from Dashboard → Settings → Integrations. Orchesity requests only the repo scope required to create and push to repositories.
Realtime progress
Generation progress streams live over WebSocket at ws://host/ws/<client_id>. Each phase of the pipeline emits a progress event as it completes.
→The frontend automatically reconnects on transient disconnects.
→If the WebSocket stream is unavailable, the dashboard falls back to polling generation history.
→WebSocket connections are identity-aware — a stale socket cannot displace a newer connection for the same client ID.
→Progress events include the current phase name, phase index, and a human-readable status message.
API access
All plans include API key access. API keys are created in Dashboard → Settings → API Keys. API requests are authenticated via the X-API-Key header and are subject to your plan's monthly request quota.
Plan
API requests / month
Free
500
Starter
5,000
Pro
25,000
Enterprise
100,000
API usage is tracked separately from scaffold generation credits. Exceeding the monthly quota returns a 429 Too Many Requests response. Quota resets at the start of each billing cycle.
FAQ
Does 1 generation always cost exactly 1 credit?
Yes. Every standard backend scaffold generation consumes exactly 1 credit, regardless of complexity, framework, or language selected. Running the Coding Polish Agent repair pass does not consume additional credits.
Do unused credits roll over to the next month?
No. Credits are allocated monthly and reset at the start of each billing cycle. Unused credits expire and have no cash value.
Can I use Orchesity to generate production code immediately?
Orchesity generates a professional, structured scaffold with implementation guides. The scaffold is designed to be a solid, production-ready starting point — however, you are responsible for implementing business logic, running tests, conducting security reviews, and validating the code before deploying to production.
What happens if a generation fails mid-way?
If a generation fails due to a verified technical error on our side and no output is produced, we restore the consumed credit to your account within 5 business days upon request to support@orchesity.com.
Can I push a scaffold to a private GitHub repository?
Yes. Orchesity creates a new repository in your GitHub account (public or private, your choice) using the OAuth-connected token. We request only the minimum repo scope required.
What is the difference between Strict Mode and the Coding Polish Agent?
Strict Mode is an automated verification pass that runs on all generations — it checks structural and architectural integrity and flags failures. The Coding Polish Agent is an AI-driven repair pass (Pro/Enterprise only) that reads the Strict Mode repair plan and actively fixes the identified issues.
What is the Agent Copilot and how does it differ from the Coding Polish Agent?
The Agent Copilot is a general-purpose autonomous coding agent — you give it any task (fix a bug, add a route, refactor a module) and it autonomously reads files, writes code, validates output, and iterates until done. The Coding Polish Agent is a specialized one-shot repair pass focused on fixing Strict Mode failures. Both are available on all plans, but the Coding Polish Agent is deeper for post-generation quality repair.
Does the Agent Copilot write directly to my files?
By default yes — it applies changes immediately after each write. If you want to review changes before they land, enable Human-in-the-Loop (HITL) mode when starting a task. In HITL mode, the agent stages all proposed changes for your explicit approval before anything is written to disk.
Ready to build?
Start with 3 free credits — no credit card required.