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Multi-Agent Swarms is happening in 4 days
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The Belt of Possibility With Pocket AI Assistants
An appetite for innovation, much like with food, can be overfed. While we're being fed with information 24/7, we starve for insight. It keeps us coming back, reading on, listening, watching, participating by being in the right rooms. The language that talks to transformation, storytelling change, it's buried in marketing techno-babble. The overpromise and under delivery, festers the same skepticism that keeps you divided from experiencing that change. ** DISCLAIMER ** This is experimental. It's secure, but only approach doing this yourself with a professional. This is likely to be the most complex thing I ever teach in this entire program, just because it's easy to fall awry. Everything is figure-out-able. I highly encourage you to feed the PDF and the Docx into a LLM of your choice to dissect and understand what's happening. That being said, join us tomorrow @ 12pm EST to build this live! Kimi's Army **Extra Context** Previously, the extent of AI mobile use has been input into memory. Now, with a novelty that isn't equipped to help the average user, but those that understand how servers and the extent of what this can do. This is not for everyone, which is why it's core to doing your homework on this. That being said, this setup can be a dangerously advantageous digital worker that you can queue and offload tasks to. Previously, you'd attempt this through a paid LLM of your choice. However, it's input and then memory. You need an AI that will create workout plans for you. You need one that will make you healthier. Faster. Smarter. And it needs to be cost effective. Any approach on the internet will easily be $500 and up for a monthly compute fee. This novel approach takes an API angle to Kimi 2.5, and takes advantage of their agent swarm capability. This used to be an architecture advantage, meaning cheaper/faster use of multiple AI agents trained vertically on your task was by design. Now, it's orchestrated automatically up to 100 agents.
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The Belt of Possibility With Pocket AI Assistants
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Welcome to Citizen Developer!👋
Build your own digital workforce in under 30 days for free. Hey all! I'm Jonathan. I currently teach at a private school, driven by this mission to create real accessibility around AI. Outside of the classroom, I lead sales teams through SaaS implementations. I come from a background of sales management and enterprise business development, working closely with directors and owner/operators on enabling AI in their work meaningfully. ᴡʜᴀᴛ ʏᴏᴜ'ʟʟ ꜰɪɴᴅ ʜᴇʀᴇ: - AI for Education, made usable: standards-aligned lesson packs, AI-resistant assessments, and "digital workers" (browser agents) that kill busywork so you can win back 5-10 hours / week. - Resource Hub + Playbooks: the good stuff that's usually locked behind paywalls and kept for clients only - free for the first 500 members. - Free Perplexity Pro for 1 Year Cross-industry spillover: I also publish templates for real estate lead gen and legal admin, as I come from this background personally building sales infrastructure, generating over $150k of aggregate revenue for small teams ʜᴏᴡ ᴛᴏ ɢᴇᴛ ꜱᴛᴀʀᴛᴇᴅ: 1. Say hi below: Introduce yourself and share the #1 outcome you'd want this month 2. Book your free 1:1 (15 min): zero pitch - bring one roadblock, leave with 1-2 clear next steps. Book here! 3. Our classroom is constantly being updated with new material, as is our community threads. Check it out, share your progress and thoughts! ᴘʀᴏᴍɪꜱᴇ: This space stays practical, non-technical, and classroom-first. I'll meet you where you are, keep the jargon out, and make sure every asset is something you copy-paste into real work tomorrow. Let's return time where it matters most! 🚀 P.S. After we have a 1:1, I'll be tagging and giving you a mini intro below, feel free to comment and add on!
Welcome to Citizen Developer!👋
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Plug‑and‑Play Power: Browser-Based Rapid Automations
This section promises simple, high-impact workbenches and prompt chains. Experience 10x faster deployment with any agentic builder, designed for non-technical. ---------- For years, there existed a real gap between citizen developers getting started with no code development and then those actually making money with it, learning from the market, and instilling real feedback loops. As an automation specialist myself, I draw great pleasure from revenue-driving automations and have found a real pocket with my background in sales management and business development. However, in recent years, under the ocean of technical jargon, there existed a quiet community around browser-based automations. There's an ocean of companies capitalizing from Browser-Use and their $17 million worth of funding over the years, Browse.ai , Induced.ai , nanobrowser.ai , automa.site , Lindy.ai , Airtop.ai and even Apify.com getting in on the action. Truthfully, the list goes on and on, and it's faced the same wall that GPT wrappers faced when they first entered the market; it's usually the same product under the hood. Don't get me wrong, the service offering is often unique, which is why it's making money. It is useful, but there's so much more that's possible. Instead of traditional RPA, with scripts chained together almost like an assembly line, companies have long reflected on how this relationship between input and output exists in their customer journey. Then, smartly so, augmenting it with AI in the way they understood best. Giving a LLM keys to a browser works when you package it and slap a bunch of marketing together. ChatGPT Agent Mode (formerly known as Operator) has allowed for users to experiment with this effect, and if you've used it enough, you're familiar with its shortcomings.
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Plug‑and‑Play Power: Browser-Based Rapid Automations
Why Does Security Matter?
AI news is about to look very different with AI swarms (100+ bundles of agents) working all over the internet. I used to think security was just about privacy. I quickly learned, with Naval Ravikant's work in 2019, that invisibility is a superpower. If you have a digital footprint, there's data about you that's accessible to the public world. And that scares people for a few reasons. 1) Being sold to Every piece of media you've consumed in the last 24 hours, every tug of war towards your attention, the end intent is to individually sell to you. The hurtful part, it'll work. When you're on the hunt for a deal, your search engines want to join you for the hunt. The reality is that "good deal" can be an echo chamber (an environment of conversation that reinforces itself). For example, when your friends are shopping for the same thing as you, two people searching the same thing within 5-10 minutes of each other in the same location might be a useful data point to target someone who might be interested in buying. If you learn how to harness tools for this data, marketing and advertising will be lucrative for you. If you're not into marketing, then the second point is worth paying attention to. 2) Dead Internet Consuming a thread of reviews on a product on Reddit, but instead of it being 18 unique individuals, it was 18 AI agents conversing with each other on a chained job, set on a cron job (i.e. every 52 minutes). Imagine setting up a few of these, you essentially create an entire ecosystem through prompt chain. No better time to reflect on your consumption habits. This is real architecture going into businesses today. Worth the rabbit hole More to pay attention to:
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Bending Identity
- Food for thought - Positive psychology is attractive. If you can think of it, the odds of you materializing into it become possible. When it comes to what people expect out of engaging with you, the tint in which you convey your identity shifts how the other person orients themselves to you. Put simply, who you say you are and who you appear to be may not always be the same. This typically isn't by design but by circumstance. In periods of change, which are constant, how you view yourself and how you tell the world who you are can shapeshift. Educators, as a lifelong learner, experience this in realtime. The moment somebody gets an idea we're training them on, a concept we're trying to bridge, that lightbulb moment. As a student, you experience this almost daily if you're in the right rooms. Curiosity expanded in the direction that makes you feel like progress. As a founder, I spend an unruly amount of time contemplating the theory of constraints and what brick do I need to lay next to continually build a formidable business? After formal education, imagination isn't always rewarded; it's often diminished. Imagination is seen as wishful, and practicality can cloud your nervous system. The pressures to create, to provide, and become something notable for those you aim to serve. Over the years, I've found workshops to be a gratifying playground for this sort of transformation. To transform, or rather transcend, means to end the trance. The beliefs you affirm and tell yourself over and over = A trance. A trance is composed of your psychology and your emotional state at any given moment. If you tell yourself you're not smart enough, the likelihood that you will be the person that makes smart decisions goes down day by day. On the other hand, if you believe you are the type of person to rise to the occasion and become capable, your emotional state tends to follow. Your psychology is shaped by your words, your language, and means of conveying that to the world.
Bending Identity
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