AutomationCAN I VIBECODE
Pabbly Connect?
BUILD FIRST
- A non-sensitive or read-only version of the core experience
- A manual review step wherever correctness or trust matters
- A narrow companion tool that removes a real piece of work
LEAVE FOR LATER
- Regulated decisions, payments, or irreversible actions
- Claims of correctness, compliance, or uptime that the MVP cannot support
- Sensitive integrations until security, support, and auditability are ready
RESEARCH NOTES
What this tool actually does.
Pabbly Connect is a cloud-based iPaaS (integration platform as a service) by Pabbly that lets non-technical users build multi-step automations ('workflows') connecting 2,000+ apps (CRM, e-commerce, marketing, payments, forms, helpdesk). Workflows are trigger-to-action chains built in a visual editor. Built-in tools include scheduling, delay, iterator, filter, router (conditional branching), formatter (data transformation), email parser, webhooks, API modules for any REST API, Code by Pabbly (custom JavaScript/Python steps), an AI Assistant, and human-in-the-loop approval checkpoints. Pricing is task-based: a free plan (100 tasks/month) and paid tiers from ~12,000 to 9 million tasks/month, plus an 'Unlimited' plan; only action steps count as tasks, while triggers and internal steps (Filter, Router, Formatter) are free. It is positioned as a cheaper alternative to Zapier, Make.com, and n8n
RESEARCHED BUILD PROMPT
Give this to your coding agent.
Build 'FlowForge' (working name), a self-hostable web app that recreates the core workflow of Pabbly Connect: a visual, node-based automation builder where users connect a trigger to action steps and run multi-step integrations. Workflow: the user picks a trigger (webhook, schedule, or app event), adds action steps (HTTP request, email, data transform), wires them on a canvas, tests with sample data, then activates the workflow; the engine executes runs and logs each one. User-facing requirements: drag-and-drop node canvas with trigger/action nodes, per-step configuration forms, filter/router branching, delay and iterator steps, a test-run panel showing input/output JSON per step, run history with status and error details, and a workflow dashboard with enable/disable toggles. Technical requirements: Node.js + Express (or FastAPI) backend with a job queue (BullMQ or Celery) for scheduled/triggered execution, a webhook endpoint that ingests events and starts runs, a generic HTTP action module plus a few built-in connectors (SMTP email, Google Sheets via API, Slack), JSONata or a simple expression language for data mapping between steps, and SQLite/Postgres persistence for workflows, runs, and logs. Frontend: React with React Flow for the canvas. Explicitly do not copy Pabbly's brand, logo, marketing copy, or UI layout; use an original name and clean, minimal design. Out of scope: the 2,000-app marketplace, AI assistant, email parser, billing/subscription plans, and multi-tenant SaaS features. Deliver a README covering setup (env vars, DB migration, queue worker startup), architecture overview, and important limitations (single-user, no OAuth connector marketplace, polling-based triggers only for supported apps, no advanced retry/backoff).