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✓Just finished building a Proactive KPI Monitoring & Alert Agent — and bro, this feels like having an operations manager who never blinks Here’s how the whole thing runs: 1. Daily KPI Trigger Every morning at 8 AM, the agent wakes up and starts scanning the business. 2. Central Config Layer All the settings are pre-loaded: API URLs for revenue, traffic & inventory Thresholds for drops/spikes Slack channel for alerts Email recipients for alerts & reports You set this once → never touch it again. 3. Fetches KPI Data The agent pulls: Latest revenue numbers Current traffic vs average Inventory levels Three separate API calls → merged into one clean dataset. 4. Smart KPI Analysis The logic is pretty sharp: Detects revenue drops beyond defined % Spots traffic spikes Flags low-stock items Generates a clear list of alerts Adds timestamps + summary dashboard No guesswork. No manual checking. 5. Real-Time Alerts If something looks off: Slack gets a ping with detailed alert Email goes out instantly You literally know within seconds if something breaks. 6. Daily Business Report Even if there are no issues: It still sends a daily KPI digest Revenue, traffic, stock summary Sent to both Slack + email Looks clean and professional ✓Just finished building a Multi-Format Content Repurposing & Auto-Scheduling System — and this one is honestly insane for creators, coaches, agencies, and anyone posting daily Here’s the full breakdown: 1. Trigger – New Video Upload You upload a video into a specific Google Drive folder → The workflow wakes up instantly and starts processing. 2. Workflow Configuration Layer All the reusable settings are stored here: Transcription API URL Captions folder Max tweet length LinkedIn word limit Posting configs Set once → reuse forever. 3. Download + Transcribe Video The agent pulls the actual video file, sends it to the transcription API, and returns a clean transcript that becomes the “source material” for everything. 4. AI Repurposing (4 different content formats)

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Really enjoyed hearing from the speakers and connecting with so many talented, like minded people in the automation community. Already planning follow-up meetings with some promising potential collaborations on the horizon. Events like these remind me why the tech community here is so special it's not just about the tools, it's about the people building with them. Big thanks to Bart Veldhuizen , Marrallisa Kreijkes and Tino Zwirs of n8n for organizing and making it happen! https://www.linkedin.com/feed/update/urn:li:activity:7402086121158955008/

Just built a full E-commerce Inventory & Order Management Automation Agent — this one literally behaves like a store manager you didn’t hire Here’s how the whole system works: 1. Hourly Inventory Check The agent wakes up every hour and pulls the latest stock data from your inventory API. No manual login. No dashboard refreshing. 2. Configuration Layer You set once: inventory API URL orders API URL supplier API product page update API low-stock threshold reorder quantity From there, it runs itself forever. 3. Inventory Processor It analyzes each product: product ID product name current stock low-stock threshold whether it needs reordering Everything becomes structured. 4. Low Stock Detector If an item is below threshold → → Supplier gets notified automatically → Stock status on product page changes to: “low” or “out_of_stock” Your customers always see the correct stock info. 5. New Orders Processing It pulls every pending order and checks: “Do we actually have enough stock to fulfill this?” Then it splits into two paths: ✓ Path A — Stock Available The agent: confirms the order timestamps it updates inventory pushes the new stock quantities back to the system Zero overselling. Zero fulfillment delays. ✓ Path B — Stock NOT Available The agent autofires a customer notificat ion: > “Your item is out of stock — here’s what happens next…” No awkward calls. No angry messages. Questions:- :---How much effective it can be means ROI ? :---How much it can help you think? :---Any suggestions to improve this? :---Are you already built something like this ?