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ELEMENT 31

RESOURCES

Czar Forge, for technology and AI teams: coding agents, the repository index, tuning, and evaluation on the team's own code and data.

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Articles in Forge

  • Forge

    A merge a person makes

    On a Czar Forge, agents prepare and propose; a named engineer merges, promotes, or releases. The approvals, the versions, and the replayable record in Agency Studio are how a team stays answerable for what ships.

    · 4 min read

  • Forge

    Adapting models on Czar Forge

    A general model reads the public world's code well and a team's own code as a stranger would. Adaptation on a Czar Forge tunes an open-weight model on the team's repositories and data, on the appliance, and the adapter stays inside.

    · 4 min read

  • Forge

    Buying Czar Forge: one subscription, one appliance

    A technology team expects to buy agents the way it buys everything else: hardware, licenses, a support contract, and a meter. Czar Forge is one subscription for one configured appliance, fixed for the term, on routes the team declares.

    · 4 min read

  • Forge

    Coding agents on Czar Forge

    On a Czar Forge, coding agents read, write, and test code against repositories that never leave the building. They produce a change packet; a named engineer merges it.

    · 4 min read

  • Forge

    Evaluation on Czar Forge: nothing is promoted on a feeling

    A new prompt seems better; a tuned model seems to write tests more like the team's. Evaluation on a Czar Forge is a harness on the appliance that scores models, prompts, and agents against the team's own resolved work before a named engineer promotes anything.

    · 5 min read

  • Forge

    The repository index on Czar Forge

    Code, design notes, tickets, runbooks, and documentation, indexed on the appliance and questioned in place, with the passage each answer came from. The index is the team's and it stays inside.

    · 4 min read

  • Forge

    What Czar Forge is

    Czar Forge is Czar configured for technology and AI teams: coding agents, a repository index, adaptation, evaluation, serving, and the team's agents, inside the team's own perimeter on one subscription.

    · 4 min read

  • Forge

    Who Czar Forge is for, and who it is not for

    Czar Forge is Czar configured for software, platform, data, and machine-learning teams, and it is offered only to them. Every other kind of team runs on Czar. This is why the line is drawn there, and what changes when a technology team grows.

    · 4 min read