Features and manifesto
Our manifesto posits that AI is the next layer in your infrastructure stack. For this layer to be sustainable, it requires a structure that is transparent, controlled, and deeply rooted in rigorous engineering. Below are our features, categorized by the four pillars of Grounded Vibe Coding.1. The Graph as a First-Class Object
Mastering complexity through visualization. In a world where AI generates the code, human understanding of the system becomes the bottleneck. We elevate the graph as the primary interface.Foundation Patterns
Solid architectural building blocks and solution templates designed to scale.
Search Nodes
Navigate complexity by quickly finding any code in any node in your workflow.
Integrated Code Editor
Develop, tweak, and fine-tune logic directly within the nodes in a one-stop shop.
Search Projects
Full transparency and searchability across code, assets, and team members.
2. Human Strategy & Control
Steer the AI; don’t let it take the helm. The promise of automation is to eliminate repetition, but the strategy must always remain human.AskAI
Use our code agent or write your own custom version that acts on your specific terms and instructions.
Pod Inspection / Shell
Deep-dive debugging to understand exactly what is happening under the hood.
Localbot
Run your workflows locally for full control and rapid iteration before deployment. With our k3s plugin you can manage a whole cluster.
Ollama Service
Orchestrate and run customized, local Large Language Models (LLMs).
3. The Infrastructure Foundation
Reliability and security rooted deep within the data model. Security isn’t “patch-on” middleware—it’s a core part of the architecture. We build on proven tech to eliminate technical debt.Team Share
Database security model for granular and secure data sharing across organizations.
Vault & File Server
S3-compatible storage and SSH access to manage and protect your data capital.
Secret Store Integration
Seamless management of external API keys and resources with deep integration.
MySQL & MariaDB
Industry-standard storage, now enhanced with Vector Store support.
Tailscale VPN
Enterprise-grade network isolation and secure connectivity for your entire stack.
4. Hybrid Execution & Scalability
Seamless orchestration across environments. To avoid friction, the system must be able to breathe and grow without being torn up by the roots.Argot LLM Proxy
A central gateway to any LLM via a universal credit system.
Internal Compute
On-demand access to GPU, CPU, and disk resources for heavy workloads.
RabbitMQ
Robust messaging to scale transactions and asynchronous logic flows let your workflows speak between each other or with GUI controls.
k3s Plugin
Move workflows seamlessly from local environments to on-premise clusters.
Credit Provisioning
Simple B2B integration for resource management, auditing, and budgeting.
The Grounded Vibe: “Execution is automated, but strategy stays in your hands. We make systems transparent, predictable, and genuinely human to understand.”
Get to know The Platform
Getting Started - Thinking with Nodes
MainlyAI is a node-based platform for building AI workflows. What does this mean?
Glossary
Get to know the terminology used in the MainlyAI Platform.
Controls
Dynamic Input & Display Elements on Nodes.