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4 contributions to AI + Automation Lab
Been Grinding - First Pitch In The Books
Just sent out my first SOW for Gulf Coast Tech & AI. Felt great to finally get the MVP in front of a real prospect. The Solution: ReconAssist I’m solving the "Book Reconciliation Nightmare" for a local firm. It’s not a financial tool; it’s a guidance layer to help them close books 5x faster. The Stack: * n8n (The Engine) • Airtable (The Database/Portal/Mobile Ingestion) • Gemini 2.5 Flash (OCR & Logic) • PDFMonkey (Formatting) • O365/Google Suite (Email & Storage) • QuickBooks Online (Fiscal System of Record for Expenses) The Reality Check: Tech hurdles are real. My Google Meet/Screen share struggled (new PC is officially on the 2026 debt-paydown reward list), but the demo held up. Offered a "Founders Credit" for the first 6 months to get that initial case study locked in. What’s Next: Switching gears to Real Estate. Looking at streamlining pitch decks for high-net-worth listings and social media automation for a top-tier local realtor. If you’re building in the "unsexy" automation space or want to see the deck I used for the pitch, let’s chat in the comments. [Link to www.gulfcoasttechai.com]
0 likes • Feb 8
awesome
Saturday Build Circle - 1/17/26
The key to success is showing up. We talked about goals and walked through tools like Windsurf, Gamma.app, Zora.app, and others to help you go from 0 → 1. The hardest part isn’t the tools. It's getting started. That starts by joining the calls.
Saturday Build Circle - 1/17/26
0 likes • Feb 8
great
🛡️ Zulu.cash Update — Big News for the Community
Thanks to the insights, testing, and support from this community, Zulu.cash has been invited to present at the upcoming Houston AI Tinkerers meetup. This is a major step forward in what we’re building together. At the event, we’ll be showcasing: - Private, local-first AI agents - Real-time call + voice intelligence - Encrypted SQLCipher memory - Zero-cloud processing (no telemetry, no accounts) - Why privacy-preserving AI is becoming mission-critical Your feedback directly sharpened this direction — and now I want to take the next step with the technical members of the Lab. 🔥 Private Alpha — For the Builders & Privacy Innovators We’re not public yet. We’re testing Zulu.cash with a small group of builders who understand why private AI matters. If you want to run a Whisper → Diarization → SQLCipher → Ollama pipeline locally (your laptop = your agent), the repo is open: 👉 https://github.com/edgeconsultinglabs/zulu.cash This is not SaaS. No accounts. No cloud. No paywall. Just pure local-first compute and encrypted memory. Looking for feedback from: - privacy engineers - AI agent developers - ZK / MPC / Zcash builders - anyone passionate about sovereign compute If that’s you — jump in. Explore the repo. Open issues. Fork it. Let’s build. 🎤 Houston AI Tinkerers If you're around the Houston area, come join us at the event: 👉 https://houston.aitinkerers.org/ For everyone else, there are meetups worldwide: 👉 https://aitinkerers.org/ (Not affiliated — just amplifying a community of global innovators.) 📣 Bonus: Web3 + AI Class Coming Soon A lot of you have asked about deeper dives into Web3, tokenized systems, on-chain automation, privacy protocols, and AI x blockchain real-world use cases. This is an area I’m extremely passionate about — and with everything we’re building at Zulu.cash and beyond, I’m considering hosting a dedicated Web3 + AI builder session inside the Lab.
0 likes • Feb 8
great
Hello ALL! 👋 Week 3
We’re now 184 members strong in the AI + Automation Lab! 🎉Welcome to all the new builders joining this week — be sure to say hello in the pinned Intro Post so we can connect and collaborate. This community is quickly becoming a powerful space to learn, share, and build real AI projects together. 🤖 Week 3 Challenge — Give Your Bot a Memory Over the past two weeks, you’ve built your first AI bot and taught it new skills.Now it’s time to take the next step toward agentic AI — by giving your bot a simple memory. 💡 This week’s goal:Make your bot context-aware — so it can remember what was said earlier in the chat and use that context when replying.This is the foundation of building an agent that can think, plan, and act over time. 🛠 Ideas to Try - Short-Term Memory: Store the last 5–10 messages in a conversation so your bot keeps context. - /recall Command: Let your bot summarize the recent chat history when you type /recall. - Contextual Replies: Have your bot reference earlier messages naturally (“As you mentioned before…”). Starter code is included in the Week 3 module — just extend your existing Week 2 bot, no need to rebuild from scratch. 📌 Your task: 1. Add a memory or recall feature to your bot. 2. Post a screenshot of your bot remembering or summarizing a past message. 3. Share one insight about how “memory” changes how your AI behaves. The goal here isn’t perfection — it’s progress.Every small step takes you closer to building fully autonomous AI agents. 💬 Comment below with your progress (or DM me if you have questions). Let’s make Week 3 the one where your bots start thinking for themselves! 🤖⚡ — Alula
2 likes • Oct '25
Cool
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Divyanshu Gupta
1
2points to level up
@divyanshu-gupta-6220
A space for creators, builders, and automation lovers. Learn how to combine AI + automation to create tools that save hours every day.

Active 4h ago
Joined Oct 17, 2025
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