Eval Gates & CI

LokulMem includes deterministic memory-quality evals and CI gates to prevent regressions.

Run locally

npm run eval:memory:A
npm run eval:memory:B
npm run eval:memory:C

Gate model

• A: bring-up metrics, hard fail only assistant contamination.
• B: regression-budget checks against baseline.
• C: absolute thresholds + regression checks.

Baseline file:

• tests/evals/memory/baseline.json

CI checks

Main CI enforces:

• lint, typecheck, unit tests, build
• memory eval gates A/B/C
• package integrity validation
• dependency/security workflows

Why this is important

Memory systems fail silently without quality gates. This setup catches drift early and keeps behavior stable across releases.