bias

Observation filtered through subjectivity, made structural.

A Gleam library for content-addressed, exhaustive decision trees. Every observer has bias -- weight-shifting, legacy patterns, filters. Bias makes it typed, exhaustive, and diffable.

observable
+-- observer-A
|   +-- decision-1
|   |   +-- action-a
|   |   +-- action-b
|   +-- decision-2
|       +-- action-c
+-- observer-B
    +-- decision-3
        +-- action-d

Every level is content-addressable (SHA-256). The tree is diffable at every level. Decision variants are exhaustive -- every variant has actions, no catch-all.

Install

gleam add bias

Documentation

Full documentation: docs/

1. What Bias Is -- the concept, the types, content addressing.
2. Modules -- how the seven modules compose.
3. Agent Guide -- what future agents need to know.

Development

gleam test

Licence

LICENSE.md contains the Apache-2.0 licence required by Hex. The actual governing terms are the systemic.engineering License v1.0.