---
title: "Build with AI"
description: "An in-admin AI agent that turns plain-language requests into working, tested webhook integrations — plan-first, with confirmation before anything goes live."
url: "https://wpwebhooks.org/docs/build-with-ai/"
---

[WP Webhooks](/) / [Docs](/docs/) / Build with AI

Feature since v2.0.0

# Build with AI

An in-admin AI agent that turns plain-language requests into working, tested webhook integrations — plan-first, with confirmation before anything goes live.

Build with AI is the plugin's in-admin agent. Describe the outcome — "When a Contact Form 7 form is submitted, send it as JSON to my n8n webhook" — and the agent proposes a step-by-step plan, then executes it: creates the webhook (always disabled at first), captures a real example payload from your site, maps fields against the actual payload shape, sets dispatch conditions, probes the endpoint with an SSRF-guarded test call, and sends a real test delivery. Steps that go live or change data pause for your confirmation, and the last change can be undone with one click.

## Model sources

Three ways to connect a model: the WordPress 7.0 AI Client (uses your site's configured connectors, no keys stored by the plugin), your own provider API key (Anthropic, OpenAI, or Google — encrypted in the Credentials Vault), or Auto, which prefers WordPress connectors and falls back to your keys. If a provider is rate-limited mid-build, the agent automatically retries on another connected provider.

## Grounded in real site data

The agent works from captured payloads, not guesses: field paths in mappings and conditions come from real example payloads (`args.0.form_id`, never invented names), existing webhooks are edited by id instead of duplicated, and test deliveries verify the integration end to end. Payload field values with sensitive-looking names (passwords, tokens, keys) are redacted before any prompt is built, and stored credentials are never sent to the model.

## The same tools, everywhere

Every operation the agent uses is registered through the WordPress Abilities API as `flowsystems-webhook-actions/*`, so external AI tools like Claude Code and Cursor can drive the identical toolset over MCP or REST with a scoped API token. See the AI Abilities reference in these docs for every tool.

## With Pro

A Pro license unlocks agent-driven Code Glue — the agent writes PHP snippets, test-runs them against your captured payloads with `preview_snippet`, and assigns them to webhooks after your confirmation — plus multi-rule AND/OR condition groups instead of the free tier's single rule.

/ Related

[create\_webhook](/docs/ability-create-webhook/)[set\_conditions](/docs/ability-set-conditions/)[Get a free Google AI Studio API key](/docs/get-google-ai-studio-api-key/)[AI Dev Trace](/docs/ai-dev-trace/)[Credentials Vault](/docs/credentials-vault/)

/Ready

## Your next automation is  
one sentence away.

[Install Plugin→](https://wordpress.org/plugins/flowsystems-webhook-actions/) [See the Plugin →](/wordpress-webhook-plugin/)

$ wp plugin install flowsystems-webhook-actions --activate

## Structured data

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```