v3.2.1 v0.3.29

low risk

Gentleman-Programming/engramOct 7, 2026 → Oct 7, 20260 days between releases

What's New

Introduces evidence inspection for evaluation artifacts and refines fine-tuning convergence in the Laya library.

New Features

  • Evidence inspection over checkpoint and eval artifacts
  • Refactored fine-tuning convergence
  • Added --eval and abstention threshold fitting to training

Improvements

  • Documentation fixes for confidence formulas and examples
  • Dependency bump: cap NumPy below 2 in the onnx extra

Bug Fixes

  • Read a state predict_long's questions leave room for in one pass

Upgrade Notes

No configuration changes required. Ensure NumPy is below version 2 if using the onnx extra.

The Two Releases

v3.2.1

v3.2.1

Oct 7, 2026· 15 days ago

This recovery release fixes module checksums blocking v3.2.0 publication. It introduces opt-in server-side diagnostics for save stages and reliability fixes across the Go core, Cloud replication, and session handling.

Full release notes
v0.3.29

v0.3.29

Oct 7, 2026· 15 days ago

Focuses on documentation corrections regarding confidence formulas and examples, adds evidence inspection for evaluation artifacts, and refines the fine-tuning convergence.

Full release notes