Muvon
Muvon is a small, bootstrapped, AI-native software company that builds products and open-source tools, and selectively partners with teams building meaningful things. Its stated approach is to solve problems the team encounters itself, ship quality software, and share much of the work in the open.
At a Glance
- Developers and software teams
- Startups needing AI engineering and product development
- Teams adopting MCP, RAG/search and AI agents
- Companies seeking AI team training or ongoing AI support
- +2 more
AI Tools by Muvon
(1)
Octomind.run
Open Source Coding Agent Runtime
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Products & Services
Open-source AI agent runtime and coding-agent CLI: one Rust binary, any model, MCP-native tooling, specialist-agent TOML manifests, workflows, daemon mode, guardrails and terminal/CI/cloud operation.
A Playbook Engine that supplies a fresh, fitting approach before each AI generation to reduce repeated writing patterns in posts, replies and changelogs; offered through remote MCP, HTTP API and SDKs.
Private algorithmic crypto-trading pool operated by Muvon on Binance futures, supported by an AI trading agent workflow.
Keyboard-first macOS browser with an Octomind AI sidebar, optional background browsing memory, mail, notes, terminal, Chrome extensions and a 38-tool MCP server.
Market Position
Muvon positions itself as a small, quality-over-cost, AI-native builder rather than a conventional agency or VC-funded company. Its flagship Octomind is positioned as an open-source, self-hostable alternative to closed coding-agent harnesses; Muvon’s own benchmark compares it with Claude Code, Codex and OpenCode and emphasizes model flexibility, deterministic TOML guardrails, MCP-native tooling and unattended operation.
Leadership
Founders
Don Karter
CEO and co-founder. Muvon's bio says he started coding at 12 and has more than 20 years across high-load backends, distributed systems, and AI; he builds Octomind and sets the technical direction.
Vladimir Kosenko
Software Engineer and co-founder. A fintech engineer who built payment systems and trading infrastructure, then moved into products and developer marketing; he has a stated interest in fintech and blockchain.
Executive Team
Don Karter
CEO & Co-founder
20+ years in high-load backends, distributed systems and AI; technical lead for Octomind and Muvon.
Vladimir Kosenko
Software Engineer & Co-founder
Fintech engineer with experience building payment systems and trading infrastructure; works across product direction and go-to-market.
Founding Story
The founders say they started Muvon because they wanted to build things for themselves, not only for clients: products that solve real problems and tools that improve development. The company describes itself as bootstrapped, with no VC funding or investor direction, using a small AI-augmented team and an open-by-default approach.
Business Model
Revenue Model
Muvon says it sustains itself through SaaS revenue from products it builds and runs, selective premium partnerships/engagements, and open-source community/sponsorship revenue. Octomind Cloud uses subscriptions for a managed cloud machine plus provider-priced model and usage credits.
Pricing Tiers
Free Octomind Hub access from the user's own tools; models are pay-as-you-go from credits.
Cloud machine and $50/month of usage; every model in the catalog.
Cloud machines and $200/month of usage.
Pooled $500/month usage across the team.
Target Markets
- Developers and software teams
- Startups needing AI engineering and product development
- Teams adopting MCP, RAG/search and AI agents
- Companies seeking AI team training or ongoing AI support
- Open-source developers and self-hosting users
- Fintech, blockchain and algorithmic-trading users
- AI-assisted software development and coding agents
- Automated code review and CI/CD workflows
- Private/local-model work with Ollama and self-hosted deployments
- MCP tool use, server development and agent orchestration
- Specialist agents for development, law, medicine, finance and security
- AI team training, custom MCP servers, RAG/search and agent development