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About TenthMatrix

We build AI agents and generative AI applications for companies that outsource the work

  1. What we do

    TenthMatrix designs, builds and runs AI agents and generative AI applications for clients. Teams hand us the project. We deliver working software in their repository, connected to their systems, with a person approving anything risky.

  2. Where we came from

    TenthMatrix was split out of Workstation, which builds GPU workstations and clusters. Workstation kept the hardware. TenthMatrix took the software: the agents, the tools they depend on and the applications around them.

  3. Products we run

    Ring Promoter, WSL Proxy, WSL Vault, Jobshout, SysOps 24/7 and the Nebula family started as things our own agents needed in production. Client projects use them where they fit, and the client's existing tools where they don't.

  4. How we write

    We publish the engineering behind the work: architecture notes, the Jev benchmark series and write-ups of what failed. If you want to know how we would approach your project, the articles are a good place to start.

Expertise

  • AI agent development

    Agents with typed tools, bounded loops, approval gates and evaluation sets.

    • Claude Agent SDK
    • LangGraph
    • MCP
    • OpenTelemetry

  • Generative AI applications

    Knowledge assistants, drafting tools and copilots grounded in your own documents.

    • RAG
    • Vector search
    • Amazon Bedrock
    • Azure AI Foundry

  • Open-weight model hosting

    Self-hosted models for workloads where the data cannot leave your estate.

    • vLLM
    • Ollama
    • Llama
    • Qwen

  • Platform and security

    Secrets, gateways and release pipelines for agent workloads.

    • WSL Vault
    • WSL Proxy
    • Ring Promoter
    • Kubernetes

  • Operations

    Monitoring, cost reporting and incident response once it is live.

    • SysOps 24/7
    • Prometheus
    • OpenTelemetry

  • Integration

    Connectors into CRMs, ticketing systems, databases and file stores.

    • REST APIs
    • Webhooks
    • MCP servers
    • PostgreSQL

Values

  • Say what it won't do

    Every scope lists what the agent must never do, next to what it should.

  • People approve risky actions

    Agents draft and prepare. Sending, spending and deleting wait for a person.

  • Your code, your data

    The work lives in your repository and your systems from the first commit.

  • Show the working

    We publish how our software works, including the parts that broke.

Work with the TenthMatrix team

Tell us what you want your agents to do. We reply within one working day.

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