v0.3.2 - Agentica

Reasoning Effort Parameter Feature
Multi-threaded Support for Python Improvement
Bug Fixes
Improvements

Reasoning Effort Parameter Feature

Initial support for a reasoning effort has been added to control the thinking budget on reasoning models (GPT 5.2, Sonnet 4.5, Gemini 3, etc.). Higher values use more reasoning tokens but may produce better results.

Python
TypeScript

from agentica import spawn

agent = await spawn(
    reasoning_effort='high'  # 'minimal' | 'low' | 'medium' | 'high' | 'xhigh' | None
)

import { spawn } from '@symbolica/agentica';

const agent = await spawn({
    reasoningEffort: 'high'  // 'none' | 'minimal' | 'low' | 'medium' | 'high' | 'xhigh'
});

Multi-threaded Support for Python Improvement

The Python SDK now supports multi-threaded usage with separate asyncio event loops per thread. Each thread with its own event loop gets its own client session manager instance, enabling concurrent agent operations across threads.

Bug Fixes

Thread safety: Fixed crashes when spawning agents from non-main threads
Race condition fix: Added thread-safe agent ID assignment to prevent race conditions when multiple agents spawn concurrently
AttributeError fix: Fixed potential error in logger cleanup by checking attribute existence before access

Improvements

Log file paths are now shown relative to the current working directory when possible for cleaner output