Want power? Give up the UI. Want ease? Give up your infrastructure. Want flexibility? Accept that agents are second-class citizens. Want portability? Settle for YAML files with no intelligence layer.
What if you didn't have to choose?
Full-stack IDE + portable containers + deploy anywhere + real-time command center + open standards. That's the AI Agent OS.
Docker changed software by making it portable. We're doing the same for AI agents — but with the full development environment built in.
kinvex deploy from the CLI. Kinvex Cloud, AWS, GCP, Azure, Kubernetes, Docker, edge devices. Auto-generated infrastructure.One agent. Any infrastructure. Your choice.
A living, breathing command center for your entire AI workforce. Watch agents think, collaborate, and deliver — with a real-time graph that makes your agent network feel alive.
See every agent, every connection, every message flowing between them — in real time. Not a static diagram. A live, interactive graph that pulses with every action your agents take. Drag nodes, zoom into conversations, trace decisions as they happen.
Your agents don't operate in the dark. Neither should you. Kinvex watches every heartbeat — latency spikes, error cascades, budget overruns, anomaly patterns — and alerts you in milliseconds, not minutes.
Other platforms deploy agents into a black box. We give you the control room.
Real-time graph + intelligent alerts + agent-to-agent communication + live telemetry. That's the AI Agent OS.
Docker cagent gives you portability but no intelligence layer. Kinvex is the complete operating system for AI agents — nine layers sharing one data model — build, deploy, monitor, and command.
Docker cagent packages agents as OCI artifacts — but they're just YAML files. Our agent containers carry the full stack: the agent spec, tool bindings, knowledge base references, memory configuration, eval history, trigger definitions, and deployment manifest. Everything needed to run the agent in any environment, packaged as one artifact.
In December 2025, the Linux Foundation created the Agentic AI Foundation with Anthropic, OpenAI, Google, Microsoft, and AWS. The future of AI agents is open protocols. Kinvex AI is built on these standards from day one — not retrofitting them later.
We researched each platform as of February 2026. The new columns — portable deployment, multi-cloud, agent mesh — are where the gap is widest.
| Capability | Kinvex AI (Planned) |
n8n | Dify | CrewAI | Docker cagent |
LangGraph |
|---|---|---|---|---|---|---|
| Portable agent containers | ● | ✗ | ✗ | ✗ | ✓ | ✗ |
| Deploy to any cloud | ● | Self-host | Self-host | Self-host | Manual | AWS only |
| A2A agent mesh | ● | ✗ | ✗ | A2A | ✗ | ✗ |
| Real-time monitoring & alerts | ● | ✗ | Basic | AMP | ✗ | Traces |
| Live agent graph | ● | ✗ | ✗ | ✗ | ✗ | Studio |
| Full-stack IDE (visual + code) | ● | Visual | Visual | Code | YAML | Code |
| Autonomous AI agents | ● | ✓ | ✓ | ✓ | ✓ | ✓ |
| Knowledge / RAG | ● | Partial | ✓ | ✓ | ✗ | Partial |
| Agent memory (persistent) | ● | ✗ | Partial | ✓ | ✗ | ✓ |
| Built-in eval / testing | ● | ✓ | Basic | Partial | ✗ | ✓ |
| 2,500+ app integrations | ● | 400+ | Limited | Limited | ✗ | Limited |
| MCP native | ● | ✓ | ✓ | ✓ | ✓ | ✓ |
| Self-hosted + BYOK | ● | ✓ | ✓ | ✓ | ✓ | ✓ |
| Embeddable chat widget | ● | ✗ | ✓ | ✗ | ✗ | ✗ |
| Community marketplace | ● | ✓ | ✓ | ✓ | Registry | ✗ |
| Agent-to-agent communication | ● | ✗ | ✗ | A2A | ✗ | ✗ |
Based on publicly available documentation as of February 2026.
The gap no one has filled
Platforms with full development environments can't deploy portably. Portable tools have no development environment. Nobody offers real-time monitoring with a live agent graph. Kinvex AI is the AI Agent OS: build, deploy, monitor, and command — all in one.