v3.2.1

0xSojalSec/airllmv3.2.1Feb 17, 2026by kichanyurd

AI Summary

This release introduces new parameters for managing dependencies and tools in guidelines and observations, while deprecating the older `attach_tool()` method. It also addresses stability issues and improves message handling accuracy.

Key Highlights

  • Added optional `dependencies` parameter to guideline, observation, and journey creation methods.
  • Added `exclude()` as an alias for `prioritize_over()` on guidelines and journeys.
  • Added `tools` parameter to `create_observation` methods.
  • Deprecated `attach_tool()` in favor of new guideline and observation creation methods.
  • Fixed server hang when exceptions occur during setup and improved canned response handling.

Breaking Changes

  • Deprecated `attach_tool()` in favor of `create_guideline()`/`create_observation()`

New Features

  • Optional `dependencies` parameter for guidelines, observations, and journeys.
  • New `exclude()` alias method for guidelines and journeys.
  • New `tools` parameter for observation creation.

Full Release Notes

## [3.2.1] - 2026-02-17

### Added

- Add optional `dependencies` parameter to guideline, observation, and journey creation methods
- Add `exclude()` as an alias for `prioritize_over()` on guidelines and journeys
- Add `tools` parameter to `create_observation` methods

### Changed

- Deprecate `attach_tool()` in favor of `create_guideline()`/`create_observation()` with `tools` parameter

### Fixed

- Preserve draft message language during canned response recomposition
- Fix server hang when an exception occurs during setup
- Fix canned response field extraction to handle falsy values