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37 contributions to AI Automation Society
How I Stopped Losing Momentum During Holidays
There’s a pattern I’ve noticed every year — the moment vacations start, most businesses unintentionally hit the brakes. Sales slow down. Marketing pauses. Support queues pile up. But this year, I refused to let December decide my business pace. I built a simple rule into my operations: “If it can be automated, it shouldn’t wait for me.” Now my Sales Agents keep the pipeline warm even on silent weekends. Marketing Agents publish, engage, and nurture consistently. Support Agents resolve issues instantly, without anyone needing to “get back to it on Monday.” The best part? I’m watching my business grow… while I’m actually living my life. If you're someone who wants your business to run smoother, faster, and with a lot fewer manual bottlenecks — this is exactly the kind of work I help companies with. Happy to explore what a similar setup could look like for you. 😊 Just drop a message, and we can dive into it.
How I Stopped Losing Momentum During Holidays
1 like • 3d
@Titania Gravara Thanks Titania
2 likes • 3d
@Marcos Brandao Thanks
This changes everything: Chat → Browse → Buy… all in one flow
Hey everyone! Super excited to share something we’ve been building behind the scenes We’ve created an AI Shopping Assistant that lets users: 🛍️ Browse products 💬 Ask questions in real-time 💳 Complete their entire checkout inside the chat itself …with zero page redirects and no extra steps. Imagine a customer discovering a product → asking for details → choosing a variation → making the payment… All without ever leaving the conversation. If you’re interested in seeing how this can be used for your brand, store, or client workflows, simply comment “shopping” below : I’ll send you the full demo video and explore how we can customize it for your business.
This changes everything: Chat → Browse → Buy… all in one flow
0 likes • 10d
@Andrea Bonomi check your DM
Searching for creative N8N Devs and Coders
I'm starting to get too busy to handle on my own and I'm looking for developers to white label, and If you're good I'll offer you a position if you're interested. Message me for more info, I build all sorts of automations so It's hard to explain on here, but I'll pay very fairly. (607) 846 -1096 (USA ONLY)
0 likes • 12d
Hey @Jayden Clark I have sent message in inbox. Looking forward for connection.
The Format That’s Replacing JSON in AI Workflows
Everyone’s talking about “TOON Format” but very few actually understand why top technical teams are quietly switching to it. TOON isn’t a new programming language - it’s a lightweight prompt-structure that gives AI instructions without the strict break-everything rules of JSON. Think of it as the sweet spot between clarity and flexibility: human-readable like YAML, but forgiving enough that AI agents can interpret it even when the structure isn’t perfect. The real advantage? Zero friction. No more malformed JSON. No more debugging brackets And no more fragile automation steps that collapse over tiny errors. If you’re building workflows, assistants, or automation logic, TOON lets you communicate intent cleanly while keeping your system stable. It’s simple, but the impact on reliability is huge and that’s why the smartest teams are paying attention. Curious to know - have you already experimented with TOON, or is this the first time you’ve heard about it?
0 likes • 17d
@Hicham Char Trust me, you’re not alone — everyone doing serious prompt engineering has lost countless hours fighting JSON rigidity. That’s exactly why TOON is getting so much traction: it removes the “syntax babysitting” and lets the model focus on logic instead of formatting. And yes, we can definitely work with TOON. We’ve already started integrating it into a few of our agent workflows, and the difference in stability and speed is huge.
0 likes • 17d
@Velinna Bleetide thanks
Hiring: AI Automation & Agent-Building Expert (EdTech Focus)
Location: Remote (US-based preferred) Project Type: Contract with potential for ongoing partnership Industry: K-12 Education + AI Automation I run an established EdTech consulting company in the United States that supports K-12 schools and school districts with technology planning, AI readiness, professional development, and digital literacy programs. Demand for AI support is growing rapidly, and I’m looking to bring on a high-level AI technical partner to help expand our offerings. What I’m Looking For A developer/architect who is deeply experienced in: - AI automation, orchestration, and agent ecosystems (custom agents, assistants, workflows, retrieval systems, n8n/Zapier/Make, vector DBs, ReAct-style agents, etc.) - Building classroom- and school-site-level AI assistants (teacher aides, curriculum tools, admin-workflow agents, intake automation, readiness assessments, etc.) - Working within K-12 education — understanding FERPA, COPPA, data minimization, student privacy best practices, and enterprise-level security requirements. - Supporting school operations and building tools for teachers, principals, office staff, IT teams, and district-level leadership. Immediate Projects - Refining and expanding our AI School Audit / AI Technology Plan documents. - Helping architect and prototype AI Fluency tools and agents for classroom and campus use. - Designing automation workflows that reduce teacher/admin workload while staying compliant with all K-12 regulatory requirements. - Advising on best-in-class stack selection for scalable AI adoption across schools and districts. Ideal Candidate - Has hands-on experience deploying AI agents in real-world SMB or education environments. - Understands how to build reliable, safe, human-in-the-loop systems for educators. - Can translate complex AI capabilities into practical tools for school stakeholders. - Comfortable collaborating, iterating, and helping develop a long-term AI roadmap for clients.
Hiring: AI Automation & Agent-Building Expert (EdTech Focus)
0 likes • 18d
Hey @Ernie Delgado I have sent you mail : ernie@beyondk12.com Looking forward to collaborate with you.
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Shreeram Yadav
4
80points to level up
@shreeram-yadav-8038
Building AI Automation and Agents with make, n8n and Relevance Book a Meeting with me : https://calendly.com/shreeram-yadav/30min

Active 1d ago
Joined Aug 20, 2025
India
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