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Development updates

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Paretomax

Agent harness research lab

In development

How updates will work All products

Paretomax is being developed as a self-hosted lab for comparing and improving agent systems. The proposed first version focuses on Jecoha, Anneta and the way they work together.

Find out what a change actually changes

The planned workflow compares source revisions, model configurations and selected design choices against versioned tasks. Its reports are designed to show independently verified outcomes alongside cost, time, uncertainty and the evidence behind each result.

Explore candidates and keep their history

Paretomax is designed to support human-directed experiments and autonomous exploration of harness changes. Candidate history, failed attempts and rejected changes form part of the research record.

Keep confirmation separate from exploration

A candidate that looks promising during search still needs independent confirmation. The proposed workflow keeps research selection, confirmation and release as separate decisions, with human review before source integration.

Also in development

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    Static analysis for AI-assisted code

    Examines code patterns and records each finding with its evidence and limits, so a reviewer can decide what to do next.

    Read about SlopChopper

  • Naagu

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    Notes to private podcast

    Turns notes and articles into narrated audio with a private podcast workflow, so your reading can have a listening life.

    Read about Naagu

  • Jecoha

    In development

    Coding harness

    A local coding harness for longer-running agent work, with tools for inspecting the decisions behind it and testing changes to them.

    Read about Jecoha