mod acg_learner

module acg_learner

ACG learner for the adaptive telemetry pipeline.

Structs and Unions

struct AcgLearner

Learner that derives prompt stability state for ACG.

This learner groups annotated LLM requests by derived ACG profile key, builds prompt IR observations, persists a bounded observation window, and updates the hot cache with the latest stability results.

Implementations

impl AcgLearner

Functions

fn new(agent_id: impl Into<String>, observation_window: usize, thresholds: StabilityThresholds) -> Self

Create a new ACG learner.

Parameters

• agent_id: Agent identifier whose observations should be updated.

• observation_window: Maximum number of observations to retain per profile.

• thresholds: Stability thresholds used during analysis.

Returns

A configured AcgLearner.

Traits implemented

impl Learner for AcgLearner