Developed the onboarding flow + some UX and interaction fixes along the way. Working on this made me understand even more the importance of letting the user when the system is doing work in the background. This could be when the system is loading a resource etc. A little spinner here, a little message here can reassure the user that their input was received. This is in line with one of Apple's guidelines. I will rephrase: Every action must have an immediate reaction (feedback). Where you need to fetch a resource, let the user know you're doing something in the background. PS: Enjoying working on this.

Great concept btw

I JUST BUILT AN AI AGENT THAT MANAGES OFFICE INVENTORY THROUGH TELEGRAM 🤖📦 No digging through spreadsheets. No manually checking stock levels. No forgetting what needs to be reordered. I simply message the AI agent on Telegram: “What office supplies am I running low on?” Within seconds, it checks the live inventory data and tells me exactly what’s running low. Then I reply: “Yes, reorder them and update the inventory.” And the AI agent handles the rest. ⚙️ It: 🔵 Reads the live inventory from Google Sheets 🔵 Identifies low stock items 🔵 Calculates the updated inventory levels 🔵 Updates the spreadsheet automatically 🔵 Marks the reorder status 🔵 Confirms everything back in Telegram The AI agent Stocky, can both read and update the inventory system, so I can manage stock through a simple conversation instead of manually working through spreadsheets. The interesting part? This same concept can be adapted for warehouses, clinics, retail businesses, restaurants, and any operation that regularly manages inventory. The interface doesn’t always need to be another dashboard. Sometimes, it can simply be a conversation. 💬🤖 Want the full workflow? Comment “STOCKY” below 👇

Telegram as the interface is smart because everyone already has it open. The failure mode I would watch is state drift: the moment someone moves stock without telling the bot, the agent's count and reality diverge and trust drops fast. Do you reconcile against a source of truth...