Releases: oracle/agent-spec
agent-spec-26.1.0
We’re excited to announce AgentSpec 26.1.0!
This release focuses on safer data handling with Sensitive Fields, richer orchestration with Swarm and ManagerWorkers, and easier integrations with new LangGraph and AutoGen adapters for Agent Spec.
You can install it today with pip install "pyagentspec==26.1.0" .
What's included:
Integrations and adapters
- PyAgentSpec now includes LangGraph and AutoGen adapters for easier interoperability.
- Native support for OpenAI Responses API and A2A.
Multi-agent and orchestration
- New patterns: Swarm and Manager–Workers.
- ParallelFlowNode and ParallelMapNode for concurrent steps and map-style workflows.
- AgentSpecialization to specialize an agent for certain goals or tasks.
Output and tooling
- Structured Generation in LLM Node for reliable, schema-aligned outputs.
- Tools with user confirmation, plus ToolBoxes and BuiltinTool for modular, reusable actions.
Security and compliance
- Fields support for safer handling of confidential data.
Platform and quality
- Python 3.14 compatibility.
Breaking changes
- Sensitive Fields introduces changes that may require updates.
New features
Bug fixes
agent-spec-25.4.1
Agent Spec is now available: Quickly build portable, framework and language-agnostic agents!
This initial release establishes the foundation of the Agent Spec ecosystem with the first version of the language specification, a Python SDK (PyAgentSpec) for simplified agent development, and a set of adapters that enable running Agent Spec representations on several popular, publicly available agent frameworks.
You can install it with pip install "pyagentspec==25.4.1" .
Explore further: