Hey everyone, I’m working with a real estate developer client and building out a workflow that automates a big chunk of their process. It’s a lot of API integrations, pulling all the lot data into a Google Sheet, updating it every few hours, plus gathering agent info and connecting it all so it actually becomes actionable. I want to make sure I’m thinking about the architecture correctly before I scale this out. If anyone here has experience with: • Real estate data APIs • Multi-step automations (n8n, Make, custom webhook logic, etc.) • Structuring data for lead routing • Pricing automation setups for developers …then I would love your input. Especially on: 1. How you’d approach pulling + syncing reliable agent details 2. Keeping everything clean and deduped 3. What a fair setup fee + monthly retainer looks like for this type of automation If you’re open to sharing wisdom or hopping on a quick call, I’d massively appreciate it. Trying to do this right the first time. Thanks in advance!

He said many entrepreneurs are using systems built for a different era. Systems that don’t work anymore. Systems that’ll kill you by 2026 if you don’t evolve. The weird part? Those systems once made sense. They got results. But the world changed. Business changed. Expectations changed. And the people who didn’t notice kept fighting the same fights — long hours, manual work, slow growth. Yesterday’s winners are today’s laggards. Right now, there’s a sneak-divide forming: - A group embracing AI, automation, speed, leverage. - Another group stuck in “old-school grind mode,” hoping consistency and hustle alone will save them. - Dan’s message is simple: If you want to survive in 2026… you don’t “upgrade later.” You upgrade now. Me? I’m picking sides. I choose leverage. I choose tools that let me build fast, think fast, ship fast. I choose growth — not busywork. If you’re with me — what’s one task you’ll automate this week to get ahead?

let me explain haha the column transcript_id is the primary key of this tablel, but still i am able to add it twice so the function isn't activated any idea what to do ? thanks

I’ve been playing with 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆, Google’s new IDE, and wow… this is not “just another editor.” You can feel it’s built from scratch with AI as the main character, not a plugin. It’s available from day one on macOS, Windows and Linux, completely free during the beta, and tied to your Google account. Pretty clear sign that later they’ll merge limits/pricing with Gemini plans — so now is the moment to use it without fear. The best part: you get 𝗚𝗲𝗺𝗶𝗻𝗶 𝟯 𝗣𝗿𝗼, 𝗖𝗹𝗮𝘂𝗱𝗲 𝗦𝗼𝗻𝗻𝗲𝘁 𝟰.𝟱, and a GPT-compatible model. Supercharged autocomplete, unlimited commands, and this weirdly smooth workflow where the IDE feels like it has your back the whole time. 🧪 𝗧𝗵𝗲 𝗣𝗹𝗮𝘆𝗴𝗿𝗼𝘂𝗻𝗱: 𝗯𝘂𝗶𝗹𝗱 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘁𝗼𝘂𝗰𝗵𝗶𝗻𝗴 𝗳𝗼𝗹𝗱𝗲𝗿𝘀 This one is wild. Antigravity includes a “Playground” — basically a lab — where you just explain what you want to build and it generates a step-by-step plan. - The agent does everything: - sets up the structure - installs dependencies - generates code - documents the process - and lets you review & tweak every step And yes, you can have multiple agents working in parallel. One creates a new project, another improves a landing page, another fixes bugs, all neatly tracked in the Agent Manager. 👉 It flips the old dynamic of “I code and AI helps me.” Now it’s “AI builds and you steer the project.” 👨‍🍳 𝗔 “𝗖𝗵𝗲𝗳” 𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱 𝘁𝗼 𝗻𝟴𝗻 In the demo, they build a recipe app with a “Chef” chatbot and connect it to 𝗻𝟴𝗻 via a webhook. The flow is simple: Antigravity → POST → n8n webhook → AI processes → response goes back → shown in the chat. Done. - Inside n8n you configure: - the user message - the system message (the chef’s instructions) - memory - and a Respond to Webhook node to send the answer back 👉 With just a few nodes, Antigravity + n8n turns a text box into a fully functioning recipe chatbot. 📚 𝗥𝗲𝗰𝗶𝗽𝗲 𝗥𝗔𝗚 + 𝗶𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱 𝗯𝗿𝗼𝘄𝘀𝗲𝗿 To avoid the Chef “hallucinating” dishes like a sleep-deprived contestant on MasterChef, they set up a small 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using n8n + Google Drive + Supabase.

One day I’m 100% focused on outbound lead gen. The next day I see a video on YouTube about AI Influencers and I lose 6 hours researching that. Then I switch to building internal tools. I feel like I’m building 10 bridges halfway instead of 1 bridge all the way across. Question for the veterans in the group: How do you structure your week to balance Learning vs. Building vs. Outreach? I need to lock in. Any productivity frameworks that worked for you guys?