v0.1.2 Release

v0.1.2

Features

• Async client API — invoke_async(), result_async(), done_async(), and run_batch_async() for non-blocking usage in asyncio event loops (#28)
• Automatic session cancellation — ACR sessions are automatically cancelled after result fetch, timeout, or error — no manual cleanup needed (#32)
• Automatic event loop lock update — RolloutClient detects when the async event loop has changed and updates its internal lock accordingly (#33)
• Flexible rollout return values — @rollout_entrypoint now accepts any JSON-serializable dict (no required keys) (#29)
• OfficeBench example — New strands_officebench_agent example for office automation tasks (#34)
• Configurable connection pool — max_pool_connections parameter for tuning boto S3/ACR connection limits (#31)

Bug Fixes

• Catch BaseException in rollout_entrypoint to properly handle CancelledError (#25)
• Fix vLLMModel bug and update math agent Dockerfile (#27)
• Fix context explosion from spammy Maven output in migration agent (#26)
• Add max_pool_connections to boto config, enable passing sampling_params to evaluation scripts (#30)

Documentation

• Add async API section to README, OfficeBench to project structure, and session cancellation details to AGENTS.md (#35)

v0.1.1 Release

Changelog (v0.1.0 → v0.1.1)

Features

• client: Add RolloutClient with S3 HEAD polling (#13)
• client: Add timeout and session cancellation to batch runs (#15)
• client: Add input_id attribute to RolloutFuture (#23)
• app: Return S3 result location in rollout response (#12)
• examples: Add code migration agent (#14)
• examples: Add evaluation script and config for migration agent (#19)

Refactoring

• app: Remove abstract method requirement from AgentCoreRLApp (#11)
• app: Remove SQS dependency, use S3-only result delivery (#17)
• app: Rename _training to _rollout and TrainingConfig to RolloutConfig (#18)
• app: Derive session_id from ACR header instead of _rollout payload (#22)

Bug Fixes

• app: Validate rollout config before launching background task (#20)
• Fix: Specify main build context in docker build script (#9)

CI

• Add GitHub Actions workflows for unit tests and pre-commit (#10)
• Add PyPI publish workflow and bump version to 0.1.1

Documentation

• Add AGENTS.md (#3)
• Improve project README (#4, #5)
• Remove veRL integration references from README (#16)
• Rewrite docs for client-side APIs and simplify codebase
• Migrate docs + examples to AgentCoreRLApp with vLLMModel (#21)
• Rewrite intro and section structure for clarity
• Annotate architecture diagram with SDK component mappings