RunlineRunline
AI-Native Foundations

Agents · Runners

The AI workforce: domain-specialized agents that accumulate institutional knowledge over time.

Runners are the agents that operate within Runlines, skill- and process-optimized for their domain. Each accrues institutional knowledge about the credit union it serves and delivers roughly 2 to 3 FTEs of annual capacity, with room to scale.

Anatomy of a Runner: the Tower oversees a Prime Runner fed by Attention and earning a Trust tier, on a Supervised-to-Trusted lifecycle.

Its facets:

  • Prime Runners: the durable, long-lived Runner for a domain at a specific CU (documented under Runlines).
  • The Tower: where a Runner's work is watched and directed (documented under Interfaces & Apps).
  • Attention: how a Runner decides what to work on next (below).
  • Trust Tiers & Lifecycle: how a Runner earns autonomy over time (below).

Attention

Attention is the queue and prioritization primitive that decides what a Runner works on next (the @runline-ai/attention package): the attention queue, prioritization and reactive triggers, all tied into Circuit events.

Trust Tiers & Lifecycle

Runners graduate through trust tiers: training_wheels → supervised → semi_autonomous → autonomous. A Runner earns autonomy through demonstrated reliability, and the Grid enforces its limits regardless of tier.

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