GUIs Não São Para Agentes
Construtores de formulários baseados em navegador requerem cliques, arrastar e análise visual. Agentes de IA não conseguem navegar essas interfaces confiavelmente. Cada interação é frágil e imprevisível.
Para Agentes de IA
O Primeiro Construtor de Formulários Feito para Agentes de IA
Dashform CLI dá a agentes de IA o poder de criar, gerenciar e implantar formulários e funis autonomamente do terminal. I/O baseado em texto. Saída JSON estruturada. Construído para a era agêntica.
dashform
# AI agent creates a lead qualification form
$dashform forms create --name 'Qualificador de Leads' --type dinâmico --tone profissional
✓ Formulário criado com sucesso
id abc123
name Lead Qualifier
type dynamic
public_id ewODeO6dSC
created_at 2026-03-01T10:00:00Z
Veja em Ação
Veja como um agente de IA usa Dashform CLI para construir e implantar um funil completo de qualificação de leads em menos de um minuto.
A Filosofia Nativa de Agentes
Por Que Agentes Precisam de um CLI, Não uma GUI
“Construa para agentes. CLIs são nativos de agentes porque usam I/O baseado em texto que modelos de linguagem entendem nativamente, diferente de GUIs baseadas em navegador que requerem navegação DOM e análise de pixels.”
Leia a história completa: Dashform CLI — O Primeiro Construtor de Formulários para Agentes de IA
CLIs São Nativos de Agentes
Texto entra, texto sai. Modelos de linguagem entendem comandos CLI nativamente. Flags estruturadas, formatos de saída previsíveis e pipelines composáveis são como agentes pensam.
JSON É a Linguagem Universal
Cada comando Dashform CLI suporta --json saída. Respostas estruturadas, tipadas, validadas por Zod que agentes podem analisar e agir sem adivinhar.
Em Funcionamento em 4 Comandos
De zero a um formulário implantado em menos de um minuto. Aqui está o que um agente de IA faz:
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
✓ Chave API armazenada com segurança
# Step 2: Create a form
$dashform forms create --name "Qualificador de Leads" --type dinâmico
✓ Formulário criado com sucesso
# Step 3: List all forms
$dashform forms list --json
# Step 4: Get form details
$dashform forms get abc123 --json
Recursos
Construído para Agentes, Amado por Desenvolvedores
Cada recurso é projetado em torno de princípios nativos de agentes: entrada estruturada, saída previsível, zero ambiguidade.
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.
Fluxos de Trabalho de Agentes
O Que Agentes de IA Constroem com Dashform CLI
Fluxos de trabalho autônomos do mundo real alimentados por agentes que criam e gerenciam formulários sem intervenção humana.
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
Construtores de Formulários Tradicionais Não Foram Feitos Para Isso
Typeform, JotForm, Google Forms — todos requerem um humano com um navegador. Dashform CLI é o único construtor de formulários projetado do zero para fluxos de trabalho de agentes autônomos.
| Capacidade | Construtores Tradicionais | 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 |
Referência Completa de Comandos
Cada comando que um agente precisa. Flags consistentes, comportamento previsível, saída componível.
Autenticação
dashform auth loginStore API key with --api-key or interactive prompt
dashform auth whoamiVerify current authenticated user
dashform auth logoutRemove stored API key
Formulários
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
Perguntas Frequentes
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.
Dê Aos Seus Agentes o Poder de Construir Formulários
Dashform CLI é gratuito, open source e pronto para seus pipelines de agentes. A era agêntica precisa de ferramentas nativas para agentes. Esta é a primeira para formulários e funis.