SDK Python v0.2.1 | Strands Agents

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/harnessStrands harness is a state-of-the-art, fully assembled agent harness./harness-sdkThe Strands Harness SDK for building an agent harness from the ground up./shellA virtual shell designed for AI agents to use safely./evalsValidate your agent before you ship./labsExperimental projects pushing the boundaries of what agents can do.
CoursesGuided lessons from your first agent to multi-agent systems.ExamplesRunnable samples you can drop into your own project.
Integrations
Contribute
Blog

/harnessStrands harness is a state-of-the-art, fully assembled agent harness.

Overview
Quickstart
Configuration reference

/harness-sdkThe Strands Harness SDK for building an agent harness from the ground up.

Overview
Quickstart: Python
Add tools
Long-term memory
Deploy to production

/shellA virtual shell designed for AI agents to use safely.

Overview
Quickstart
Configure the sandbox
Security model
Reference

/evalsValidate your agent before you ship.

Overview
Quickstart
How evaluation works
Evaluators
CLI reference

/labsExperimental projects pushing the boundaries of what agents can do.

CoursesGuided lessons from your first agent to multi-agent systems.ExamplesRunnable samples you can drop into your own project.

Integrations Contribute Blog

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v0.2.1
Jul 4, 2025
GitHub release PyPI 0.2.1
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- tools - parallel execution - sleeptool

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