cluster-beliefs-deterministic-with-seed
IN premise
Given the same beliefs dict, budget, and seed, `cluster_beliefs` produces identical output across calls.
Summary
When you give the clustering function the same inputs and random seed, it will always produce the exact same clusters. This matters because it means clustering results are reproducible and testable — you can write deterministic tests and debug issues knowing the output won't shift between runs.
Dependents
These beliefs depend on this one:
- cluster-selection-is-deterministic-and-budget-exact — Cluster-based belief selection produces identical results given the same seed, returns exactly the requested budget count, and processes beliefs in sorted order — ensuring fully reproducible, precisely-sized belief subsets for derive prompt construction.
Details
| Source | entries/2026/05/08/tests-test_cluster.md |