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I built an AI WhatsApp agent that replies to customers, remembers every conversation, and books appointments — 24/7. 🤖
Most businesses lose revenue in the gap between "customer replies" and "someone finally responds."
So I built Sara — an AI booking assistant for a med spa that lives on WhatsApp:
✅ Replies to every customer instantly, any hour of the day
✅ Remembers the full conversation — say "ok book me for that" and she knows exactly what "that" is
✅ Shares prices, offers time slots, and confirms bookings like a human receptionist
✅ Handles opt-outs respectfully and escalates complaints or medical questions to a real person
✅ Logs every conversation automatically — the owner sees exactly what's working
The stack: n8n workflow automation + Meta WhatsApp Business Cloud API + GPT-4o + Google Sheets as a lightweight CRM with conversation memory.
The result: No missed replies. No lost bookings. A front desk that never sleeps.
This is part of a complete lead reactivation system I build for local businesses — one agent re-engages your dormant customer list, and Sara converts the replies into booked appointments.
📩 Want an AI agent answering your customers while you sleep? Let's talk.
Hashtags:
#AIAutomation #n8n #WhatsAppBusiness #AIAgents #WorkflowAutomation #ChatbotDevelopment #LeadGeneration #BusinessAutomation #NoCode #AIChatbot #CustomerExperience #MedSpa #SmallBusinessGrowth #AutomationExpert #GPT4 #ConversationalAI #SaaS #TechFreelancer #AppointmentBooking #RevenueAutomation
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Being a designer feels like a superpower. Build a prototype? Nope. A fully working app? Yes! Here’s what I made:
Leela is a 2,000-year-old Indian board game with 72 squares, one question, and one die. You roll to enter, move through named inner states, and write a reflection at each square.
Existing versions are either flat, digitised boards or feature-heavy wellness suites. I wanted to make a quieter one.
How I built it:
→ Flowstep MCP wired into Claude Code, Created Flowstep screens directly on canvas and implemented changes from the canvas and using Figma, Design MD file inside of Flowstep is a gem, helps to create cohesive design fast
→ Three complete design iterations before the visual language felt right: a night-sky version, a minimal one, and finally the aura direction that shipped.
→ A playable build deployed on Vercel with the real rules: roll a six to enter, three sixes burn, land exactly on square 68 to complete the game, and landing on square 72 sends you back to 51, music on/off, record or type settings.
→ An optional AI guide running behind a serverless function, so the API key never reaches the browser. The game is fully playable without it.
🎉 Link: Flowstep
🎮 Play: https://leelagame.vercel.app
Linkedin Post: link
Built with Flowstep, Claude Code via MCP, and Vercel.
#FlowstepChallenge
can't wait to try out this game, a 2000 year old game with 72 squares seems like a real challenge, I don't know but my mind is telling me "SUDOKU STRATEGY" 😂. I love also how many screens you have and the consistency that you respected.
Day 3 of the EasyLens Contra challenge = Masterpiece Day! 🧩⚙️
I started the day experimenting with lenses like Night Halo, Bunny Face, and vintage Lab Portraits, but the real magic happened when I shifted into game dev mode. After warming up with Pip Sync, I poured all my focus into today’s crown jewel: Gear Chain.
It took 30 precise AI follow-up prompts to perfectly refine the game logic, the jewel-tone UI, and the touch controls, but getting that final target gear to light up was 100% worth it. 🛠️✨
Link for this game and my other Day 3 lenses is given below! Click on the project to test your puzzle skills.
I’m amazed at how deep we can go with this AI. What is the most complex prompt sequence you’ve built so far? Let me know below! 👇🔥
Such a beautiful game! Instersting!
DREAM-O — The global registry of dreams.
I almost never remember my dreams. I wanted an app that would tell me what I dreamed last night — and the moment I imagined it working, I knew what the company behind it would actually be. So I built that company instead.
A pillow unit records every session. Twelve minutes after you wake, the company issues a record. It never explains how.
What you're allowed to see of your own dream depends on which plan you pay for. ORIGIN opens one scene a month. The rest stay in custody — described in full, never opened. Their time, their length, their size, their state. Everything except what happened. After fourteen days they're destroyed. Not for the company. For you. And the company doesn't say destroyed. It says released.
Every screen is written in that voice: procedural, patient, institutional. The product never winks. Nothing on any sheet tells you this is wrong — you work that out yourself, somewhere around the retention page.
One prompt in Flowstep produced six screens. From there it was iteration — prompt, look, correct, look again. Text overflowing, blocks colliding, things that looked fine until I zoomed in. Every screen sits on a percentage grid with four x-values and a single hairline spine at 68.4% height. No border radius, no shadows, no serifs, no accent colour anywhere in the system.
Then I connected Claude Code to Flowstep's MCP server, handed it my design guide, and asked it to audit all fourteen screens against it, one by one. A second prompt to fix what the audit found. It worked inside the Flowstep file over MCP. I went off to cook.
I came back and it was ready — I just wired a few links by hand, three clicks each. Fourteen screens for twelve sheets — the record sheet exists three times, one per plan. A path you can walk end to end.
Prototype: https://app.flowstep.ai/file?activeFileId=0a82e6e8-edfa-4dfb-ace8-dfb2e8122859
Social: https://x.com/JosIgnacio17989/status/2083406318304481732
Built with Flowstep · Claude Code over MCP
@flowstep_ai #FlowstepChallenge
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