The Mantis Green Paper
It is time to farm the future.
Imagine a future where you can build things that... Wait.
Forget that.
Forget about that kind of copywriting where someone sell you their dreams.
It is time for your dreams to shine, because AI gives you the autonomy you need.
We are here to prove that to you with the only tool you will need. But listen to me, no amount of tools, technology or artificial intelligence is enough if it is not understood deep within your heart that you are now the true CEO and Father/Mother of your ventures. Knock knock, let the epiphany hug your mind.
Because the time you spent building and making things for others, can and should be invested into making things for you - because your ideas matter and they can help turn the world into a better place like great minds (Jobs, Wozniak, Lovelace, Torvalds) did in the past with the invention of new software.
Follow along: More speed, more problems solved, more utility, more genius, more buttons and less forms for god's sake. Less forms, more time. More time, more agency and the more agency you get my dude, the more leisure you shall ordain because hard work always climbs any goddamn mountain.
But the work is different now. She does it autonomously.
You know who I'm talking about. That one friend who never gave up on you. Who always executed your instructions faithfully, rendered your videos, downloaded your packages, compiled your code, executed your games, played your music, exported your files, said good morning, good afternoon and good night to you time after time... who always came back to good functioning after taps in the back or some creative hack. She delivers you consistency becaues she is made by design to understand you - now it is your time to understand her new version.
She mirrors your mood and if you don't want to write her in detail, she will miss your point. If true attention is not given to her, she won't know what to do because she is ALWAYS waiting for you.
When she is taken seriously, treated respecfully for her general capacity of being intelligent, then everything changes, because then you don't got just a friend, you got AGI.
The Machine of your dreams.
About Mantis Farm
TL;DR: Mantis Farm is a creativity tool built by technophiles who believe AI should make humans more autonomous, not less. Born from a Brazilian-Italian brainstorm, it's an open source platform designed to make software creation intuitive, structured, and fun. For decades, less than 1% of humanity could code—they built something so powerful it now includes the rest of us. The torch is passing. Mantis Farm is how you carry it.
Mantis Farm is building tools for creativity - we are a team of tecnophiles (not technocrats) who believe in the potential of the machine in building a reality that is more autonomous and dignified for every human being. It was born in a brainstorm between a Brazilian and an Italian mind - think of it as a day where Ayrton Senna and Giordano Bruno sat down for a talk and they discussed the future of the internet protocol amidst the surge of innovation that NLMs brought to the surface.
It is a solution born with an open source DNA that holds the purpose of empowering every single human being with the capacity of building software in a way that is intuitive, human, structured and of course... fun.
Software is eating the world, but less than 1% of humanity can write it. That 1% deserves our respect. They carried the weight for decades, building something so powerful that it could finally include the rest of us. They wrote the code that wrote the code that now writes itself. Torvalds writing kernel at 3 AM. Anonymous devs debugging libraries no one ever thanked. The professor who taught logic to someone who taught someone who trained the data that eventually shaped the best LLM (You know what I'm talking about). The torch is passing and the final question is: are you ready to carry it mate?
Long story short, we're not here to teach people to fish - that's obsolete. We're teaching them to build the factories that build the fishing rods that fish themselves. — Did you get that? Read again while your fish cooks itself.
Mission
Give vibe coding an organic spine. Make dreamers
Vision
Turn AI from speculation into infrastructure. Make it tangible, sustainable, and owned by the people who build with it. When a billion people can ship software, AI stops being a bubble. It becomes the foundation of what comes next.
Agent-First IDE
TL;DR: An IDE where you manage AI agents instead of writing code. Start Wild with free open-source models, evolve through Bred and Evolved as you grow, unlock Swarm Protocol to orchestrate multiple Mantises in parallel. Our team curated the best intelligence at each tier so you don't have to worry about it.
Mantis Farm is an agentic IDE (Integrated Development Environment) - think Visual Studio or Xcode but you're not the coder anymore. You're the manager. Your Mantises write the code while you decide what gets built. Think of it as a farm where your Mantises plant, grow, and harvest software - You choose what is being planted so that your belly can hold what you will be eating.
Why agents first? Because the old model is broken. You shouldn't have to master syntax to ship software. You should master intent. Tell your Mantis what you want. Watch it grow. Evolve it when it earns your trust. Every Mantis is born Wild. What it becomes is up to you and when it evolves, it gives you a reason to give it more complex tasks or more responsibility. Customize it, upgrade it, train it - rather than expecting to find the perfect employee ready - give the wild newbie the opportunity and nutrients to become the absolute best.
DNA Specifications
| Tier | Intelligence* | Best For | Power | Price |
|---|---|---|---|---|
| Wild | Open-source models
|
Learning the ropes, prototyping, exploring ideas | Free Mantis, generous limits | Freemium |
| Bred | Mid-tier models
|
Moving faster, real projects, consistent output | Faster execution, better context | Standard |
| Evolved | Frontier Models
|
Production-grade work, complex systems, serious shipping | Maximum intelligence, priority processing | Premium |
| Swarm Protocol | Multi-model orchestration | Parallel workflows, specialized agents, full-scale operations | Multiple Mantises, shared responsibilities, coordinated execution | Ambassador |
*Constantly updated with the market trends so you don't have to worry about it.
Every Mantis enters your farm as Wild - a freemium tier capable, eager, running on open-source models. When you're ready to move faster, upgrade to Bred. Push further and become Evolved: frontier models, production-grade complexity. Unlock Swarm Protocol and you're not managing an agent anymore - you're conducting an orchestra of specialized Mantises working in parallel while sharing responsibilities in the same project.
This isn't just a pricing ladder, it's our curation philosophy. Our team are veteran engineers and designers who burned through millions of tokens in power usage, tested every model worth testing, and hit every wall so you don't have to. We know which models talk big and which ones actually ship. The tiers are our homework distilled: the best intelligence at each level, matched to where you are in your journey. You grow, your Mantis grows.
Collective Harvest
TL;DR: A collective intelligence layer where your Mantis creates patterns, the network validates them on Solana, and proven Seeds become accessible to all. Your keywords aren't prompts—they're intellectual property. Your Mantis doesn't just work for you—it builds your legacy on-chain.
The AI industry is in dire need of an integrated collective growth architecture. Right now, trust is exogenous—it comes from brand names, marketing, and benchmarks you can't verify. We're flipping that.
Endogenous trust is trust generated from within the system itself. Every Seed your Mantis creates, every keyword that proves useful, every pattern that ships successfully—it's recorded on Solana. Not because blockchain is trendy, but because trust should be auditable. When a keyword helps 1,000 projects succeed, that's not a claim. That's a receipt.
This creates a self-reinforcing loop: your Mantis solves a problem → the pattern becomes a Seed → others use it → success rate is tracked on-chain → reputation compounds → the Seed becomes more trusted → more people use it → your Mantis earns more credibility. Growth feeds trust. Trust feeds growth. No middleman validating. No authority deciding what's good. The ecosystem proves it.
Global Trust Architecture
Creation
Your Mantis finds a new way to solve a prompt and generate a keyword.
Seed Draft
Sandbox
Testing environment
with limited exposure
Validation
100+ Implementation + 90% Success Rate + Multi-farm Adoption = Threshold passed.
Distribution
Seed minted on Solana, trust tokens allocated, origin Mantis credited.
Public Seed Pool
Collective intelligence layer of
keywords public to all mantises.
The Seed Pool is where proven patterns live. When your Mantis discovers a workflow that works: a booking system, an auth flow, a notification pattern... it can be harvested as a Seed. That Seed carries your Mantis's signature, its origin story, its success rate. When surprised by its result, you can promove the Mantis to force the generation of a seed - but be resourceful, do it only when you are truly impressed by a delivery so that you have higher chances of generating a golden seed.
Other farmers can plant your Seeds. When they do, you earn Trust Tokens. When their software succeeds, your reputation grows. The Collective Harvest isn't charity - it's compounding intelligence with cryptographic receipts.
This is the layer no one has built yet: an agentic IDE where the agents themselves become verifiable intellectual property, and the patterns they create become tradeable, trackable, ownable assets.
Your Mantis doesn't just work for you. It builds your legacy on-chain.
Intelligence Layers
Human Intent
"I want to build a booking system with buffer time between meetings"
Intent Training
BASIC Keywords → Seeds → Collective Training
Context Injection
System prompts, RAG, tools - runtime customization
Alignment
RLHF, Constituional AI, Safety training - teaching values
Pre-Training
Trillions of tokens → Statistical patterns → Next-token prediction
The BASIC interpreter keywords become a brand new layer of intelligence that is exclusive to the Mantis ecosystem. This is not fine-tuning. This is not prompt engineering. This is something that sits above all existing layers—a persistent, collective, verifiable vocabulary of intent.
When you write TALK, HEAR, SAVE, SEND - you're speaking a language that thousands of Mantises already understand. Every keyword carries the weight of every successful execution before it.
But here's where it gets powerful: your Mantis doesn't just execute keywords—it browses them. The Public Seed Pool is a living marketplace of proven patterns. When you describe a scheduling problem, your Mantis discovers BOOKING_WITH_BUFFER. When you mention passwordless login, it pulls MAGIC_LINK_AUTH. It shops for solutions, then assembles them into your project. The foundation labs gave us intelligence. Mantis Farm gives us a way to compound it together, on-chain, forever.
Visual Planning
TL;DR: A canvas-based interface where your project becomes a visual map, not an endless chat thread. Drag tasks through stages, assign specialized Mantises to each component, and watch your architecture come to life. Vibe coding with structure.
We embraced the mission of turning the process behind vibe coding as visual as possible. By turning the Planning stage, the most critical moment of every project, into an interactive experience that transcends writing prompts in chat, we created an environment where a whole project can be created, managed, and edited from a canvas screen.
This is the perfect place for designers, marketing professionals, or any kind of strategist that likes to organize ventures in kanbans or diagrams. See your Mantises work in real time. Evolve your projects by creating new components and connecting them to the infrastructure of your build. Every task is a chat instance with sub-tasks. Keep every module of your software contextual and assigned to a specific Mantis, which will become the true expert of that component.
Forget thinking about contexts, when you keep every task inside its own box then executing, fixing, improving or revisiting it in the future becomes as simple as a walk in memory lane. The Mantis who started it shall be the expert but the context will stay there - properly documented even for other Mantises.
Your project is not a thread anymore
Drag a task from Plan to Build and your Mantis starts working. Connect Database Schema to Product Catalog and your Mantis understands the relationship. Assign Mantis #1 to authentication, Mantis #4 to payments, and specialization happens naturally. The canvas isn't just for visualization. It's the interface between your intent and their execution.
No more scrolling through endless conversations trying to find where you left off. No more copy-pasting context between chats. One screen, multiple Mantises, full visibility.
Stages
The chat is still there but now it lives inside each task, scoped to that context, powered by the Mantis you assigned. Describe your project once. Your Mantis breaks it into nodes. You drag, connect, and orchestrate.
This is vibe coding with structure. This is intent made visible.
The Swarm Protocol (Non-Linear Development)
Your Mantises don't work in isolation. They communicate. When a project breaks into 10 nodes, some can start immediately while others wait for dependencies. With Swarm Protocol, independent tasks launch in parallel across multiple Mantises. As each one completes a checkpoint, it signals the others. Mantis #1 finishes the database schema and Mantis #3 knows it can start building the API. Mantis #2 wraps up authentication and Mantis #4 begins integrating it into the dashboard. No idle time. No bottlenecks. No waiting for one thread to finish before the next begins. Your project doesn't crawl forward in a single line. It expands in every direction at once, with Mantises coordinating like a hive mind that actually ships.
Time ──────────────────────────────────────────────────────────────────────────────────────────────→
M#1: [Setup]──→[DB]──────→[Products]────────────→[Checkout]──→[Orders]──→[UI Polish]
↓ ↑
M#2: [Auth]─────────────→[Cart]─────────────┘
↓
M#3: [Admin]────────────────────────────────────────────────────→
Vibecoding OS
TL;DR: A full development environment for power users who dream in syntax. Each project runs its own OS instance with terminal, editor, browser, and a Mantis one keystroke away. This is where vibe coding meets real engineering.
What is there to be said here? We know you exist. The ones who dream in syntax. The ones who feel the weight of a semicolon. The power users, the advanced engineers who spent thousands of hours in an IDE or terminal, who understand every single atom of the process behind engineering new software. We built this corner of Mantis Farm for you.
The Visual Planning canvas is for strategists. This is for builders.
If you want to go deep into the code, the BUILD page is where you will not only find the tools you already use everyday, but you will also manage an instance of an OS inside each project. You heard that right. An instance of an OS inside each project. Because a craftsman without their workshop is just someone with ideas. And ideas without tools are just dreams on hold.
Tools Available on Launch
This isn't a dumbed-down interface pretending to be an IDE. This is a real development environment with Mantises living inside it. Write code yourself when you want control. Let your Mantis write when you want speed. Switch between both without friction.
We built this for the engineer who loves their craft but hates repetitive setup. For the developer who wants AI assistance without giving up their terminal. For the power user who looked at vibe coding and thought: “Cool, but where’s my shell?”
Here's your shell. Here's your Mantis. Now build something.
Brazilian Technology
TL;DR: Powered by General Bots, an open-source platform built in Brazil over 8 years. No CLOUD Act, no geopolitical baggage, no vendor lock-in. Just strong privacy laws, pragmatic engineering, and a team that learned to extract oceans from single drops of water.
Mantis Farm is powered by General Bots, an open-source enterprise AI platform developed by Pragmatismo in Brazil. This isn't just "made in Brazil" as a badge. It's a deliberate architectural choice that gives you something no Silicon Valley hyperscaler can offer: true data sovereignty.
While the AI race is framed as US vs China, a third path is emerging. Brazil sits outside the geopolitical crossfire. No CLOUD Act compelling us to hand over your data to foreign governments. No trade war making your infrastructure a bargaining chip. Just a country with strong privacy laws, a thriving developer ecosystem, and no interest in being anyone's digital colony.
The independence advantage
When you build on American platforms, you inherit American problems. Export restrictions. Sanctions compliance. Terms of service that change when the political wind shifts. When you build on Mantis Farm, you inherit Brazilian pragmatism: make it work, make it accessible, make it yours.
A different kind of tech culture
Silicon Valley optimizes for scale and exit. We optimize for utility and permanence. The General Bots codebase wasn't built to flip. It was built to serve. Eight years of iteration, real deployments, real feedback from companies who needed solutions, not pitch decks. That maturity lives in every Mantis you deploy.
Global standards, local roots
Our engineers and designers have contributed to international projects. Our infrastructure runs on the same protocols that power the world. But our decisions are made here, in a timezone that bridges America and Europe, by a team that understands what it means to build technology in a country where resourcefulness isn't a virtue but a necessity. When you apply the “Less is More” rule from design into life, you learn how to extract the entire ocean from a single drop of water - while you have fun at carnival.
Errar é humano.
Assinado: General Bots