GUI는 에이전트용이 아님
브라우저 기반 양식 빌더는 클릭, 드래그, 시각적 파싱이 필요합니다. AI 에이전트는 이러한 인터페이스를 안정적으로 탐색할 수 없습니다. 모든 상호 작용이 취약하고 예측할 수 없습니다.
AI 에이전트용
최초의 양식 빌더 AI 에이전트를 위한 설계
Dashform CLI는 AI 에이전트에게 터미널에서 양식과 퍼널을 자율적으로 생성, 관리, 배포할 수 있는 권한을 제공합니다. 텍스트 기반 I/O. 구조화된 JSON 출력. 에이전트 시대를 위해 구축되었습니다.
dashform
# AI agent creates a lead qualification form
$dashform forms create --name '리드 자격 검증' --type 다이내믹 --tone 프로페셔널
✓ 양식이 성공적으로 생성되었습니다
id abc123
name Lead Qualifier
type dynamic
public_id ewODeO6dSC
created_at 2026-03-01T10:00:00Z
실제 동작 보기
AI 에이전트가 Dashform CLI를 사용하여 1분 이내에 완전한 리드 자격 검증 퍼널을 구축하고 배포하는 모습을 보세요.
에이전트 네이티브 철학
에이전트에게 GUI가 아닌 CLI가 필요한 이유
“에이전트를 위한 빌드. CLI는 DOM 탐색과 픽셀 파싱이 필요한 브라우저 기반 GUI와 달리 언어 모델이 기본적으로 이해하는 텍스트 기반 I/O를 사용하기 때문에 에이전트 네이티브입니다.”
전체 스토리 읽기: Dashform CLI — AI 에이전트를 위한 첫 번째 양식 빌더
CLI는 에이전트 네이티브
텍스트 입력, 텍스트 출력. 언어 모델은 CLI 명령을 기본적으로 이해합니다. 구조화된 플래그, 예측 가능한 출력 형식, 구성 가능한 파이프라인은 에이전트가 생각하는 방식입니다.
JSON은 범용 언어
모든 Dashform CLI 명령 지원 --json 출력. 구조화되고, 타입이 지정되며, Zod로 검증된 응답으로 에이전트가 추측 없이 파싱하고 행동할 수 있습니다.
4개 명령으로 준비 완료
1분 이내에 배포된 양식으로. AI 에이전트가 수행하는 작업입니다:
1
Authenticate
Store the API key securely. XDG-compliant config with restricted file permissions (0o600). One command, done.
2
Create a form
Specify name, description, type (structured or dynamic), and tone. The agent decides the parameters autonomously.
3
Manage and iterate
List, get, update, or delete forms. The agent can check responses, adjust questions, and iterate on the funnel automatically.
4
Export as JSON
Every command supports --json for machine-readable output. Pipe it to the next step in any agent pipeline.
dashform quickstart
# Step 1: Authenticate
$dashform auth login --api-key sk_live_abc123
✓ API 키가 안전하게 저장되었습니다
# Step 2: Create a form
$dashform forms create --name "리드 자격 검증" --type 다이내믹
✓ 양식이 성공적으로 생성되었습니다
# Step 3: List all forms
$dashform forms list --json
# Step 4: Get form details
$dashform forms get abc123 --json
기능
에이전트를 위한 빌드, 개발자가 사랑
모든 기능은 에이전트 네이티브 원칙을 중심으로 설계되었습니다: 구조화된 입력, 예측 가능한 출력, 모호성 제로.
Full CRUD Operations
Create, read, update, and delete forms with simple CLI commands. Agents get complete control over the entire form lifecycle.
Dual Output Modes
Human-readable tables by default, machine-readable JSON with --json. Agents get structured data; developers get pretty output.
Secure API Key Auth
API keys stored locally with file permissions restricted to your user only (0o600). XDG-compliant config directory.
TypeScript + Zod Validation
Every API response is validated with Zod schemas. Strict typing ensures agents never get malformed data they cannot parse.
Structured + Dynamic Forms
Create traditional structured forms or AI-powered conversational dynamic forms that adapt questions based on responses.
Safety Guards Built In
Destructive operations require --yes confirmation. Agents can't accidentally delete data without explicit intent.
에이전트 워크플로우
AI 에이전트가 Dashform CLI로 빌드하는 것
인간의 개입 없이 양식을 생성하고 관리하는 에이전트가 구동하는 실제 자율 워크플로우.
Sales Automation
Autonomous Lead Qualification
An AI sales agent creates a dynamic lead qualification form, deploys it to a landing page, monitors responses as they come in, analyzes prospect quality, and iterates on questions to improve conversion rates. All without a human touching the form builder.
agent workflow
$dashform forms create --name "Solar Lead Qualifier" --type dynamic
$dashform forms get ewODeO6dSC --json | analyze-responses
$dashform forms update ewODeO6dSC --tone conversational
Client Operations
Automated Client Onboarding
A project management agent detects a new signed contract, creates a custom onboarding form with questions specific to the client's industry, sends the link, and processes the responses into the project setup workflow.
agent workflow
$dashform forms create --name "Onboarding: Acme Corp" --type structured
$dashform forms get onb-123 --json | setup-project
Research & Data
Dynamic Survey Iteration
A research agent creates a survey, collects initial responses, analyzes the data for patterns, then updates the form with refined questions based on what it learned. Continuous improvement loops, fully autonomous.
agent workflow
$dashform forms create --name "User Research v1"
$dashform forms list --json | analyze-trends
$dashform forms update srv-456 --name "User Research v2"
Multi-Agent Systems
Multi-Agent Orchestration
One agent creates the form, another monitors response quality, a third handles CRM sync, and an orchestrator coordinates the entire pipeline. Each agent interacts with Dashform CLI through clean, composable commands.
agent workflow
# Agent A: Create
$dashform forms create --name "Campaign Q1" --json
# Agent B: Monitor
$dashform forms get cmp-789 --json | quality-check
# Agent C: Sync
$dashform forms get cmp-789 --json | crm-sync
기존 양식 빌더는 이를 위해 만들어지지 않음
Typeform, JotForm, Google Forms — 모두 브라우저가 있는 사람이 필요합니다. Dashform CLI는 처음부터 자율 에이전트 워크플로우를 위해 설계된 유일한 양식 빌더입니다.
| 기능 | 기존 빌더 | Dashform CLI |
|---|---|---|
| Agent-operable | Requires browser automation (brittle) | Native CLI commands |
| Structured output | HTML/DOM scraping needed | JSON with --json flag |
| Programmatic CRUD | Limited or no API | Full create/read/update/delete |
| Type safety | No guarantees | TypeScript + Zod validation |
| Safety guards | Undo button (for humans) | --yes flag for destructive ops |
| Pipeline composable | Export to CSV manually | Pipe JSON to any tool |
| AI-native forms | Static question lists | Dynamic conversational forms |
전체 명령 참조
에이전트가 필요한 모든 명령. 일관된 플래그, 예측 가능한 동작, 구성 가능한 출력.
인증
dashform auth loginStore API key with --api-key or interactive prompt
dashform auth whoamiVerify current authenticated user
dashform auth logoutRemove stored API key
양식
dashform forms create--name, --description, --type, --tone, --json
dashform forms listList all forms with optional --json output
dashform forms get <id>Get full form details by ID or public ID
dashform forms update <id>Update --name, --description, --type, --tone
dashform forms delete <id> --yesDelete with required --yes confirmation guard
자주 묻는 질문
What is Dashform CLI?+
Dashform CLI is a command-line interface that enables AI agents to create, manage, and deploy forms and funnels autonomously. It is the first form builder designed specifically for the agentic era — providing text-based I/O that language models understand natively, structured JSON output, and full CRUD operations over forms without needing a browser.
Why do AI agents need a CLI form builder instead of using existing form tools?+
Traditional form builders like Typeform, JotForm, and Google Forms are designed for humans using web browsers. They require clicking, dragging, and visual parsing that AI agents can't reliably perform. As Andrej Karpathy emphasized, CLIs are agent-native because they use text-based input and output. Dashform CLI provides structured, predictable interfaces that agents operate with the same reliability as human developers use terminals.
What types of forms can agents create?+
Agents can create two types: structured forms with predefined question types (like contact forms or registration flows), and dynamic forms that use AI to adapt questions conversationally based on the respondent's answers. Both types support custom names, descriptions, and tone settings that agents configure via CLI flags.
How does Dashform CLI integrate with agent frameworks like MCP, LangChain, or OpenAI Agents SDK?+
Dashform CLI outputs structured JSON that integrates with any agent framework. The text-based I/O is inherently compatible with Model Context Protocol (MCP), OpenAI Agents SDK, Anthropic Claude Agent SDK, LangChain, and other orchestration tools. Agents simply execute CLI commands and parse the JSON output as part of their workflow.
Is Dashform CLI secure?+
Yes. API keys are stored locally in an XDG-compliant config directory with file permissions restricted to your user only (0o600). The API key is sent as the x-api-key header on every request. Destructive operations like deleting forms require an explicit --yes confirmation flag, preventing accidental data loss.
Is Dashform CLI free to use?+
Yes, Dashform CLI is free to get started. Install it, authenticate with your Dashform API key, and begin creating forms. The CLI documentation is available on GitHub and the tool works with Dashform's free tier.
What do I need to get started?+
You need Node.js 24 or higher and a Dashform account with an API key. Install the CLI, run dashform auth login with your API key, and you're ready to create your first form. The entire setup takes under a minute.
에이전트에게 양식 빌드 권한 부여
Dashform CLI는 무료, 오픈 소스이며 에이전트 파이프라인을 위해 준비되어 있습니다. 에이전트 시대에는 에이전트 네이티브 도구가 필요합니다. 이것이 양식과 퍼널을 위한 첫 번째 도구입니다.