Keith

Family

Centra AI · earlier generation

Role

Archived · Research

Status

inventory_2Archived

Availability

Archived. An earlier-generation harness; its source remains public for reference.

An agent that earns its next version.

Keith was designed to learn from real experience in a way that changed how it worked, not just what it remembered. Each candidate version was isolated, tested against the one you trusted and promoted only when it cleared your limits. Evaluation, approval and rollback rules stayed outside a candidate's authority. Keith is now archived; its findings on evaluation and controlled change inform the Compiled World Runtime.

• 01Experience into hypothesesRepeated experience becomes a testable improvement to how Keith reasons, chooses tools and carries the work.
• 02Evaluate before adoptionCandidate methods face side-by-side comparison before a new version is adopted.
• 03Keep the rules stableEvaluation, approval and rollback rules remain outside a candidate's authority.
• 04Built for long projectsPlans, project state, intervention points and evidence keep demanding work moving.

• articleScaffolding Over ScalePosition paper · case study Architecture as the driver of deployed agent capability.chevron_right
• articleEmergent Capabilities and the Competence ThresholdFormal model Which capabilities arrive discontinuously with scale.chevron_right