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Umpteenth

Self-hosted agentic jobs that graduate to scripts.

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Umpteenth runs the chores you'd otherwise do by hand for the umpteenth time, such as a weekday digest or a Monday report. You describe a job once in plain language, and an LLM agent does it in a disposable sandbox with shell tools and the MCP servers you connect.

What makes Umpteenth different is that jobs get better at their work. After every run, the agent's learnings become playbook changes and tested scripts, and once a job has taken the same steps three runs in a row, it graduates to a script that runs without the agent and costs close to nothing. If the script fails, the agent takes over in the same sandbox and repairs it.

A job's overview page, where the cost per run drops to zero once the job runs as a script

Setup

Umpteenth runs with Docker Compose, or on Kubernetes with the Helm chart.

Follow the installation guide to get started.

Contribute

You're very welcome to contribute to Umpteenth! Please follow the contribution guide to get started.

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Self-hosted agent jobs that learn. Describe the task once, run it in a disposable sandbox and watch it turn into a script.

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