Workflow Templates

Short Description (for listing) Import products from Google Sheets to Shopify with automatic handling of single products and multi-variant products (sizes, colors, etc.). Includes SKU management, inventory tracking, and image uploads via GraphQL API. Category E-commerce Productivity Data Import/Export Full Description Overview This workflow automates the process of importing products from a Google Sheet into your Shopify store. It intelligently detects and handles both simple products and products with multiple variants (like different sizes or colors), creating them with proper SKU management, pricing, inventory levels, and images. Key Features ✅ Dual Product Support: Handles single products and multi-variant products automatically ✅ Smart SKU Parsing: Automatically groups variants by parsing SKU format (e.g., 12345-SM, 12345-MD) ✅ Inventory Management: Sets stock levels for each variant at your default location ✅ Image Upload: Attaches product images from URLs ✅ GraphQL API: Uses Shopify's modern GraphQL API for reliable product creation ✅ Batch Processing: Process multiple products in one workflow run Use Cases Initial store setup with bulk product import Regular inventory updates from spreadsheet Migrating products from another platform Managing seasonal product catalogs Synchronizing products with external systems Requirements Shopify store with Admin API access Google Sheets API credentials n8n version 1.0+ Basic understanding of GraphQL (helpful but not required) What You'll Need to Configure Shopify Admin API token Your Shopify store URL (in 'set store url' node) Google Sheets connection (Optional) Vendor name and product type defaults Input Format Your Google Sheet should contain columns: Product Name SKU (format: BASESKU-VARIANT for variants) Size (or other variant option) Price On hand Inventory Product Image (URL) Products with the same name are automatically grouped as variants. How It Works Reads product data from your Google Sheet Groups products by name and detects if they have variants Switches to appropriate creation path (single or variant) Creates product in Shopify with options and variants Updates each variant with SKU and pricing Sets inventory levels at your location Uploads product images Technical Details Uses Shopify GraphQL Admin API (2025-04) Handles up to 100 variants per product Processes variants individually for accurate data mapping Includes error handling for missing data Supports one inventory location per run Common Modifications Change vendor name and product type Add more variant options (color, material, etc.) Customize product status (draft vs active) Modify inventory location selection Add product descriptions Perfect For Shopify store owners managing large catalogs E-commerce managers doing bulk imports Agencies setting up client stores Developers building automated product workflows Difficulty: Intermediate Estimated Setup Time: 15-30 minutes Nodes Used: 16 External Services: Shopify, Google Sheets

📄 Zoho CRM Change Tracking & Automated Suspicious Activity Alerts Workflow This n8n workflow automatically monitors selected Zoho CRM modules for record changes, identifies suspicious modification patterns, logs all activity into a Google Sheet, generates an audit JSON file for each record and sends immediate email alerts for suspicious events. It runs incrementally using a time window so only recent changes are processed, keeping monitoring continuous and accurate. ⚡ Quick Start — “Implement in 5 Steps” Import the workflow JSON into n8n. Connect credentials: Zoho CRM OAuth2, Gmail OAuth2, Google Sheets. Update Google Sheet ID + recipient email if needed. Review modules being monitored (Leads, Contacts, Accounts, Deals). Activate the workflow — n8n begins tracking CRM changes instantly. What It Does This workflow acts as an automated security and audit layer for Zoho CRM. It fetches updated records from selected CRM modules within a calculated time window, extracts critical change details, and enriches them with timestamps, ownership, field change counts, and metadata. Based on defined rules, it identifies unusual or high-risk patterns such as deletions, ownership updates, email modifications or bulk field changes. Every record that is processed is output in two ways: Structured logging** into a Google Sheet (appended or updated). Binary JSON audit file** generated for robust audit storage. When suspicious patterns are detected, the workflow immediately generates a rich HTML email alert to your security team, ensuring fast response. The lastRun value is maintained to avoid duplicate processing. Who’s It For This workflow is ideal for: CRM Administrators** needing automated monitoring. Security Teams** tracking unauthorized modifications. Data Compliance Officers** requiring audit trails. Organizations with high CRM usage**, especially sales operations. Teams looking to automate change logs without manual review.** Prerequisites To run this workflow successfully, ensure you have: n8n instance** (cloud or self-hosted). Zoho CRM OAuth2 credentials** with access to modules & search APIs. Google Sheets OAuth2 credentials** + an existing sheet. Gmail OAuth2 credentials** for sending alerts. Correct timezone settings** in your CRM & workflow environment. Ability to edit function nodes if you need deeper customization. How to Use & Setup Step 1 — Import Workflow Upload the provided JSON file inside n8n. Step 2 — Connect Credentials Configure nodes: Zoho List Modules → Zoho OAuth2 Zoho Search (module) → Zoho OAuth2 Append or update row in sheet → Google Sheets Email Security Team → Gmail OAuth2 Step 3 — Setup Google Sheet Your sheet should contain at least these columns: Timestamp Record Id Module Field Changes Count Is Suspicious Company Name Email User Name Update the sheet ID in the node if needed. Step 4 — Validate Modules List By default, the workflow monitors: Leads Contacts Accounts Deals This is defined in two nodes: Modules list (from API) and Filter unsupported modules. Step 5 — Activate Workflow Once activated, it calculates a time window using: The last successful run (lastRun) Current timestamp A polling range of 5 minutes Only changes within this window are processed. How To Customize Nodes 1. Compute Time Window Modify polling time via pollMinutes = 5 if desired. The node stores lastRun so it never processes duplicate events. 2. Modules list (from API) Update the requiredModule array to include or remove CRM modules. 3. Suspicious Logic (as implemented) In Detect Unusual Patterns, a record is flagged suspicious if: The event contains "delete" Changed fields include: owner, assigned_to, owner_id email, contact_email role, is_admin, profile More than 10 fields were modified in one update Reasons are stored in suspicious_reasons A boolean flag suspicious = true/false These rules can be modified directly inside the function code. 4. Email Template Edit subject, HTML body, or recipients in the Email Security Team (Gmail) node. 5. Google Sheets Mapping Column mapping can be modified or extended directly in the Append or update row node. Add-Ons (Optional Enhancements) These Add-Ons align strictly with the workflow’s existing structure: ✔ Add more Zoho CRM modules Expand requiredModule arrays in two function nodes. ✔ Adjust suspicious detection rules Customize keywords, field names, or thresholds in Detect Unusual Patterns. ✔ Add more fields to the Google Sheet Extend mapping in the Google Sheets node. ✔ Change alert recipients or message style Modify the Gmail node’s HTML and toList fields. ✔ Increase audit retention by storing JSON files Forward binary audits to Drive, Dropbox, or S3 using an additional node. Use Case Examples This workflow can support several practical business scenarios: Unauthorized Access Monitoring Detects if users modify sensitive fields like email, owner, or permissions. Mass Data Manipulation Alerts Spot bulk changes where more than 10 fields were modified at once. Sales Pipeline Integrity Checks Track Deal or Lead ownership changes that may affect reporting accuracy. Contact Data Security Email changes in Contacts or Leads are flagged immediately. Audit Log Maintenance Creates JSON audit files + logs in Google Sheets for compliance. There can be many more use cases depending on your CRM setup and security policies. Troubleshooting Guide | Issue | Possible Cause | Solution | | ---------------------------------- | -------------------------------------- | ------------------------------------------------------ | | No data being captured | Zoho OAuth issue or wrong modules list | Reconnect OAuth & verify module API names | | Suspicious emails not sent | Gmail OAuth not connected | Re-authenticate Gmail credentials | | Duplicate rows in Google Sheet | Matching column misconfigured | Check “Record Id” mapping in Google Sheet node | | Workflow processes too few records | Time window too small | Increase pollMinutes in Compute from/to | | Missing fields in Google Sheet | Mapping not defined | Extend mapping under Sheets → Columns | | Audit file not generated | Binary property overwritten | Ensure no node clears binary data before file creation | | Workflow doesn’t resume continuity | lastRun not updating | Check Update lastRun node execution path | Need Help? If you need assistance customizing: Suspicious logic Module lists Google Sheet structure Email templates Or building more advanced CRM security automations The n8n Team at WeblineIndia can help extend, optimize or deploy this workflow professionally. Feel free to reach out for setup, enhancements or complete automation solutions.

Verified User Profile Creation - Automated Email Validation & PDF Generation Overview This comprehensive automation workflow streamlines the user onboarding process by validating email addresses, generating professional profile PDFs, and delivering them seamlessly to verified users. 🎯 What This Workflow Does: Receives User Data - Webhook trigger accepts user signup information (name, email, city, profession, bio) Validates Email Addresses - Uses VerifiEmail API to ensure only legitimate email addresses proceed Conditional Branching - Smart logic splits workflow based on email verification results Generates HTML Profile - Creates beautifully styled HTML templates with user information Converts to PDF - Transforms HTML into professional, downloadable PDF documents Email Delivery - Sends personalized welcome emails with PDF attachments to verified users Data Logging - Records all verified users in Google Sheets for analytics and tracking Rejection Handling - Notifies users with invalid emails and provides guidance ✨ Key Features: ✅ Email Verification - Prevents fake registrations and maintains data quality 📄 Professional PDF Generation - Beautiful, branded profile documents 📧 Automated Email Delivery - Personalized welcome messages with attachments 📊 Google Sheets Logging - Complete audit trail of all verified users 🔀 Smart Branching - Separate paths for valid and invalid emails 🎨 Modern Design - Clean, responsive HTML/CSS templates 🔒 Secure Webhook - POST endpoint for seamless form integration 🎯 Perfect Use Cases: User registration systems Community membership verification Professional certification programs Event registration with verified attendees Customer onboarding processes Newsletter signup verification Educational platform enrollments Membership card generation 📦 What's Included: Complete workflow with 12 informative sticky notes Pre-configured webhook endpoint Email verification integration PDF generation setup Gmail sending configuration Google Sheets logging Error handling guidelines Rejection email template 🛠️ Required Integrations: VerifiEmail - For email validation (https://verifi.email) HTMLcsstoPDF - For PDF generation (https://htmlcsstopdf.com) Gmail OAuth2 - For email delivery Google Sheets OAuth2 - For data logging ⚡ Quick Setup Time: 15-20 minutes 🎓 Skill Level: Beginner to Intermediate Benefits: ✅ Reduces manual verification work by 100% ✅ Prevents spam and fake registrations ✅ Delivers professional branded documents automatically ✅ Maintains complete audit trail ✅ Scales effortlessly with user growth ✅ Provides excellent user experience ✅ Easy integration with any form or application Technical Details: Trigger Type:** Webhook (POST) Total Nodes:** 11 (including 12 documentation sticky notes) Execution Time:** ~3-5 seconds per user API Calls:** 3 external (VerifiEmail, HTMLcsstoPDF, Google Sheets) Email Format:** HTML with binary PDF attachment Data Storage:** Google Sheets (optional) License: MIT (Free to use and modify) 🎁 BONUS FEATURES: Comprehensive sticky notes explaining each step Beautiful, mobile-responsive email template Professional PDF styling with modern design Easily customizable for your branding Ready-to-use webhook endpoint Error handling guidelines included Perfect for: Developers, No-code enthusiasts, Business owners, SaaS platforms, Community managers, Event organizers Start automating your user verification process today! 🚀

Who is this for This workflow is designed for Innovation Managers, Tech Transfer Offices, and Business Development Representatives looking to find commercial partners for new technologies. What it does This template automates the process of scouting startups that might be a good fit for NASA patents. Search: It fetches patents from the NASA Tech Transfer API based on a keyword you define. Find: It searches Google to identify startups operating in related fields. Enrich: It crawls the identified startup's website to extract context about their business. Analyze: Using OpenAI, it scores the "fit" between the patent and the startup and drafts a personalized outreach email. Save: High-scoring leads are enriched with LinkedIn company pages and saved directly to a Notion database. How to set up Configuration: In the Configuration node, set the keyword variable to the technology topic you want to search for (e.g., "robotics"). NASA API: Get a free API key from api.nasa.gov and enter it in the NASA Patents API node parameters. Apify: Connect your Apify account credential. You will need credits to run the google-search-scraper and website-content-crawler actors. OpenAI: Connect your OpenAI credential. Notion: Create a database with the following properties and connect it in the Create Notion Lead node: Company (Text) Website (URL) LinkedIn (URL) Email (Email) Score (Number) Draft Email (Text) NASA Tech (Text) Requirements NASA API Key**: Free to obtain. Apify Account**: Requires google-search-scraper and website-content-crawler actors. OpenAI API Key**: For analysis and text generation. Notion Account**: To store the leads.

This workflow returns the current weather at a predefined or given city and returns it so that it can be displayed with bash-dash. By default does it return the weather in Berlin if no city got defined. That default can be changed in the "Set City" node. Example usage: \- weather london Example bash-dash config: commands[weather]="http://localhost:5678/webhook/weather"

This workflow allows you to send a message in a Telegram chat via bash-dash. Example usage: - telegram I'll be late If you want to send a predefined message without typing it in the command line, you can replace the Text Expression in the Telegram node with a specific message. In this case, the dash command - telegram will send the predefined message to the chat. Example bash-dash config: commands[telegram]="http://localhost:5678/webhook/telegram"

Overview This n8n workflow automates the creation and publishing of Instagram carousel posts by downloading images from Google Drive, uploading them to Cloudinary for hosting, and publishing them as a coordinated carousel post via Facebook Graph API. This workflow is perfect for social media managers and content creators who need to publish coordinated multi-image posts from cloud-stored assets with minimal manual intervention. Key Features Multi-Image Processing: Handles multiple images for carousel posts automatically Cloud Image Hosting: Uses Cloudinary for reliable image hosting and delivery Instagram API Integration: Creates and publishes carousel posts via Facebook Graph API Google Drive Integration: Downloads images directly from Google Drive links Telegram Notifications: Sends success notifications after post publication Error Handling: Continues workflow execution even if individual images fail Technical Workflow Data Preparation: Structures input data with image links and post content Batch Processing: Loops through multiple image URLs from Google Drive Image Download: Downloads each image from Google Drive Cloud Upload: Uploads images to Cloudinary for public hosting Media Creation: Creates Instagram media objects for each image ID Collection: Collects all media IDs for carousel creation Carousel Assembly: Creates carousel post with all images and caption Publication: Publishes the complete carousel to Instagram Notification: Sends Telegram confirmation message Prerequisites Facebook Graph API credentials with Instagram Business permissions Google Drive API access for image downloads Cloudinary Account for image hosting Instagram Business Account connected to Facebook Telegram Bot for notifications Input Data Structure The workflow expects data with these fields: instagram_content: Caption text for the post Instagram Account ID: Target Instagram business account pose_X_drive_fotolink: Google Drive links for carousel images Image metadata for processing Configuration Options Wait Times: 20s between carousel creation and 15s before publishing for API rate limits Image Processing: Automatic upload to Cloudinary with preset configurations Error Handling: Individual image failures won't stop the entire carousel creation Batch Processing: Processes all images simultaneously for efficiency

Try It Out! The SOL/USDT Multi-Timeframe AI Market Analyzer and Trader with Telegram Approval is your fully automated Solana trading assistant powered by AI, AFK Crypto, and Telegram. It runs hourly by default, fetches real-time market data for the SOL/USDT pair, and uses AI-driven logic to determine optimal entry, exit, and risk management strategies. You receive a Telegram approval message that lets you confirm or reject the trade instantly. Once approved, the bot executes trades via your AFK Crypto Wallet and keeps monitoring for Take-Profit or Stop-Loss triggers — sending alerts directly to Telegram when they’re hit. This system combines automation with manual oversight, giving you AI precision with human approval control. How It Works Hourly Trigger – The workflow initiates every hour to analyze the current market status. Fetch SOL Market Data (Crypto Compare) – Retrieves multiple timeframe data (1m, 5m, 1h) for trend, momentum, and volatility analysis. AI Market Analyzer – Processes data through an AI agent to identify: Market sentiment (bullish, bearish, neutral) Recommended position: LONG / SHORT / HOLD Stop-Loss and Take-Profit levels Confidence rating and reasoning Balance Check (AFK Crypto) – Verifies wallet balance via /v1/wallets/balances?chain=solana and calculates position size based on 1% risk. Telegram Approval Message – Sends a Telegram message containing AI insights and trade details with “✅ Approve” or “❌ Decline” buttons. Trade Execution (AFK Trade API) – If approved, executes trade instantly via /v1/trade/swap using your AFK Crypto wallet. Live Trade Monitoring – Monitors SOL price in real-time. Once Take-Profit or Stop-Loss conditions are met: The position auto-closes. A Telegram notification is sent summarizing results and updated balance. How to Use Import the workflow into your n8n workspace. Add your credentials: AFK Crypto API Key – For balance and trading operations. Telegram Bot Token + Chat ID – For sending messages and approvals. Crypto Compare API Key – For fetching market data. Edit “Fetch SOL Market Data” Node: Update the endpoint if you want different timeframes or markets. Set the schedule: Default trigger = every hour (modifiable in the “Every Hour” node). Deploy and activate. The bot will send you hourly market analyses via Telegram — allowing you to approve or skip each suggested trade. (Optional) Extend This Workflow Auto Mode:** Allow the AI to auto-trade when confidence > 90%. Portfolio Sync:** Log every trade and PnL automatically to Notion or Airtable. Risk Adjuster:** Dynamically modify the 1% risk per trade based on balance or volatility. Multi-Pair Trading:** Expand to include ETH/USDT or BTC/USDT using the same logic. Requirements AFK Crypto Wallet + API Key** Telegram Bot Token + Chat ID** Crypto Compare API Key** n8n Instance** with HTTP Request, AI, and Telegram nodes enabled AFK APIs Used GET https://api.afkcrypto.com/v1/wallets/balances?chain=solana POST https://api.afkcrypto.com/v1/trade/swap Summary The SOL/USDT Multi-Timeframe AI Market Analyzer and Trader with Telegram Approval workflow is an intelligent trading automation system that merges AI analytics, Telegram decision prompts, and AFK Crypto execution. It empowers you to make data-driven trading decisions — with AI doing the heavy lifting and you retaining the final say before every trade. A perfect hybrid between automation and control, optimized for active Solana traders who value precision and security. Our Website: https://afkcrypto.com/ Check our blogs: https://www.afkcrypto.com/blog

Description This workflow intelligently scans your inbox, detects whether an email is marketing or genuine, and takes the right action automatically. Marketing Emails : Deleted instantly and logged in Google Sheets for tracking. Non-Marketing Emails : Receive a customized, polite reply crafted using AI. Tracking : Every action (delete/reply) is recorded for auditing and reference. Accounts & Tools n8n instance (self-hosted or cloud). Google account with: Gmail API access (for reading, deleting, and replying). Google Sheets API access (for logging deleted/replied emails). IMP/SMTP credentials (if using IMAP trigger instead of Gmail API). Google Gemini (PaLM) API key to classify emails and generate replies. Setup instructions Create a n8N account on cloud or install it locally. follow the quick start guide this Define your trigger point for your workflow as how or when this needs to run. Currently IMAP has been used to detect if any email is received and if so, trigger the workflow Now, we need to setup the google account which allows our workflow to read emails. Follow this guideline to setup gmail account Next step is to add an AI tool which is google gemini here. To set up and use, see this guideline Since AI response is in text, we need a parser tool to read a specific value from text Setup a categorization tool like this Next is to send or delete email and for this, an existing gmail setup is going to work In the last, we need to set a connection for sheet to keep the logs. Adding any sheet to workflow can be seen as google sheet integration How it work Once any emails is received, IMAP detects and starts the workflow. Now, email is passed to AI model to see if this email is a marketing email or not. Also, is its not a marketing email, it generates a tailored response. Currently, sender, subject and body of email is being scanned and marked as marketing based on model's feedback. Since AI response is in text format, using a formattor to parse it Next step is to read its category as if it is a marketing email Based on email type, there are 2 steps: delete email if it is a marketing email Read the response from previos node and send that as reply Last step is track this activity as which emails is deleted or replied. In terms of structure of sheet, it has 2 tabs deleted emails & replied emails and both have 2 columns Email ID subject Future Use it to categories emails for wider range like job applications, bills, customer supprt and tailor replies for each categories seperately Logging can done in wider sources like databases etc In case if we are logging on sheet, a further enhancements like follow up emails etc can be done

CSO Agent with Sales Team Description Complete AI-powered sales department with a Chief Sales Officer (CSO) agent orchestrating specialized sales team members for comprehensive revenue operations and sales automation. Overview This n8n workflow creates a comprehensive sales department using AI agents. The CSO agent analyzes sales opportunities and delegates tasks to specialized agents for lead generation, copywriting, proposals, objection handling, demos, and follow-up sequences. Features Strategic CSO agent using OpenAI O3 for complex sales strategy and decision-making Six specialized sales agents powered by GPT-4.1-mini for efficient execution Complete sales funnel coverage from lead generation to deal closure Automated proposal and contract generation Objection handling playbooks and closing techniques Demo preparation and presentation materials Follow-up and nurture campaign automation Team Structure CSO Agent**: Strategic sales oversight and team coordination (O3 model) Lead Generation Specialist**: Prospecting, research, qualification, cold outreach Sales Copywriter**: Pitch decks, proposals, sales collateral, persuasive content Proposal & Contract Specialist**: Deal structuring, terms negotiation, contracts Objection Handler**: Sales objections, responses, closing techniques Demo & Presentation Expert**: Demo scripts, presentation materials, call preparation Follow-up & Nurture Specialist**: Sequence campaigns, relationship building How to Use Import the workflow into your n8n instance Configure OpenAI API credentials for all chat models Deploy the webhook for chat interactions Send sales requests via chat (e.g., "Create a complete B2B SaaS sales campaign") The CSO will analyze and delegate to appropriate specialists Receive comprehensive sales deliverables and strategies Use Cases Complete Sales Funnels**: Lead generation → Qualification → Demo → Proposal → Close Account-Based Sales**: Personalized outreach strategies for enterprise accounts Product Launch Sales**: Go-to-market strategy with full sales enablement Objection Playbooks**: Comprehensive responses to common sales objections Demo Optimization**: Compelling presentations tailored to different audiences Follow-up Automation**: Systematic nurturing to prevent lead loss Proposal Generation**: Professional proposals with terms and pricing Sales Training**: Objection handling and closing technique development Requirements n8n instance with LangChain nodes OpenAI API access (O3 for CSO, GPT-4.1-mini for specialists) Webhook capability for chat interactions Optional: Integration with CRM systems (Salesforce, HubSpot, etc.) Cost Optimization O3 model used only for strategic CSO decisions GPT-4.1-mini provides 90% cost reduction for specialist tasks Parallel processing enables simultaneous agent execution Template library reduces redundant content generation Integration Options Connect to CRM systems for lead management Integrate with email platforms for outreach automation Link to proposal and contract management tools Export to sales enablement platforms Performance Metrics Lead qualification accuracy and conversion rates Proposal win rates and deal velocity Objection handling success rates Demo-to-close conversion optimization Follow-up engagement and response rates Contact & Resources Website**: nofluff.online YouTube**: @YaronBeen LinkedIn**: Yaron Been Tags #SalesOps #LeadGeneration #SalesEnablement #RevenueGrowth #SalesAutomation #B2BSales #SalesStrategy #ProposalAutomation #DemoOptimization #SalesAI #n8n #OpenAI #MultiAgentSystem #SalesTech #RevOps #PipelineAutomation

Chat-Based AWS Lambda Manager with Automated Audit Logging (GPT-4.1 mini + Google Sheet) > This workflow provides a chat-based AI agent to manage AWS Lambda functions. It allows users to list, invoke, get details, and delete Lambda functions, while automatically recording every action into Google Sheets for audit and compliance tracking. Who’s it for Cloud engineers and DevOps teams managing AWS Lambda functions. Developers who want a simple chat interface to perform Lambda operations. Compliance and operations teams needing automatic audit logs of AWS actions. How it works / What it does A chat message triggers the AWS Lambda Manager Agent. The agent interprets user intent and calls one of the available tools: Invoke Lambda Function: Runs a Lambda function with given payload. List Lambda Functions: Shows all functions in the account. Get Lambda Function: Retrieves details/configuration of a function. Delete a Function: Removes a Lambda function permanently. After each action, the agent calls Audit Logs (Google Sheets) to record the operation type, function name, timestamp, and outcome. The agent confirms destructive actions (like delete) before execution. How to set up Add a Chat Trigger node to start the workflow when a user sends a message. Connect it to the AWS Lambda Manager Agent node. Configure the agent with the provided system prompt to enforce rules and logging. Link the agent to the following tool nodes: Invoke Lambda Function List Lambda Functions Get Lambda Function Delete a Function Audit Logs (Google Sheets with appendOrUpdate enabled) Deploy the workflow and test it with sample chat commands like “list functions” or “invoke testFunction”. Requirements AWS account with IAM credentials that have lambda:ListFunctions, lambda:InvokeFunction, lambda:GetFunction, and lambda:DeleteFunction permissions. Google Sheets API connected for storing audit logs. Proper region and function names configured when invoking or deleting. n8n instance or automation platform that supports agent + tool integration. How to customize the workflow Add new tools**: Extend with more AWS Lambda operations like Update Function Code or Publish Version. Enhance logging**: Include user ID, request payload, or execution results in Audit Logs. Access control**: Restrict delete actions to admins by adding role-based logic. Multi-cloud support**: Extend the agent to handle Azure/AWS/GCP serverless functions in one workflow. Custom responses**: Modify agent prompt to tailor tone (developer-friendly vs. business-friendly).

Super simple workflow to convert image URLs to an uploaded attachment in Airtable. You'll need to adjust the field names to match your specific data, including in the filter formula where it says "Cover image URL". Just replace that with the field name where you are storing the image URL.