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Insights: strands-agents/sdk-python
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1 Release published by 1 person
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v1.0.1
published
Jul 18, 2025
14 Pull requests merged by 8 people
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fix: include agent trace into tool for agent as tools
#526 merged
Jul 23, 2025 -
feat(a2a): support mounts for containerized deployments
#524 merged
Jul 23, 2025 -
Automatically flatten nested tool collections
#508 merged
Jul 23, 2025 -
ci: enable integ tests for anthropic, cohere, mistral, openai, writer
#510 merged
Jul 22, 2025 -
docs: add hot reloading documentation for load_tools_from_directory
#517 merged
Jul 22, 2025 -
Doc fixes: suppressing some typos in various texts
#487 merged
Jul 22, 2025 -
Don't re-run workflows on un/approvals
#516 merged
Jul 22, 2025 -
ci: expose STRANDS_TEST_API_KEYS_SECRET_NAME to integration tests
#513 merged
Jul 22, 2025 -
deps(a2a): address interface changes and bump min version
#515 merged
Jul 22, 2025 -
Update to use dedicated github logo
#505 merged
Jul 21, 2025 -
fix(telemetry): group traces when using agent as tool in an agent
#493 merged
Jul 18, 2025 -
fix(agent): prevent JSON serialization errors with non-serializable direct tool parameters
#498 merged
Jul 18, 2025 -
docs: Update README.md with Writer
#474 merged
Jul 18, 2025 -
fix: enable parallel execution in graph workflow
#485 merged
Jul 18, 2025
6 Pull requests opened by 6 people
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feature(graph): Allow cyclic graphs
#497 opened
Jul 18, 2025 -
Add VPC endpoint support to BedrockModel class - Add optional endpoin…
#502 opened
Jul 20, 2025 -
Update pyproject.toml
#504 opened
Jul 21, 2025 -
fix! Litellm handle non streaming response fix for issue #477
#512 opened
Jul 22, 2025 -
feat(mcp): retain structured content in the AgentTool response
#528 opened
Jul 24, 2025 -
feat: add cached token metrics support for Amazon Bedrock
#531 opened
Jul 24, 2025
12 Issues closed by 6 people
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[BUG] @tool decorator fails to inject parent agent when called via agent.tool.toolname()
#518 closed
Jul 23, 2025 -
[BUG] Strands import tools from `tools/tools.py` even when no tools are imported.
#376 closed
Jul 22, 2025 -
[BUG] Class Method with @tool decorator is not getting accepted as Tool
#199 closed
Jul 22, 2025 -
[FEATURE] Ability to filter callback / iterator messages
#250 closed
Jul 22, 2025 -
[FEATURE] Disabling tool message in agent.messages when tools run in event loop
#266 closed
Jul 22, 2025 -
[BUG] Tool response truncation occurs silently
#167 closed
Jul 22, 2025 -
[FEATURE] Strands Agents should provide a built-in intent confidence
#211 closed
Jul 22, 2025 -
[BUG] SlidingWindowConversationManager does not work as (I) expect
#465 closed
Jul 22, 2025 -
[BUG] OTEL context not passed from Agent to Agent
#489 closed
Jul 21, 2025 -
[ANNOUNCEMENT] Upcoming Breaking Changes
#253 closed
Jul 21, 2025 -
[BUG] Agent object not JSON serializable when passed to direct tool calls
#350 closed
Jul 18, 2025
20 Issues opened by 19 people
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[FEATURE] Force agent output and record in agent.messages
#533 opened
Jul 24, 2025 -
[FEATURE] Support durable task store and event queue
#532 opened
Jul 24, 2025 -
[FEATURE] Structured output improvement
#530 opened
Jul 24, 2025 -
[FEATURE] Add cached token metrics support to Usage class
#529 opened
Jul 24, 2025 -
[FEATURE] Make event loop try/retry logic sleep times configurable
#527 opened
Jul 23, 2025 -
[BUG] A2A Doesn't Support Data Types
#525 opened
Jul 23, 2025 -
[FEATURE] Support enabling thinking for Sonnet 4/ 3.7 Through LiteLLMModel
#523 opened
Jul 23, 2025 -
[FEATURE] Support TypeAdapter-compatible types in `structured_output`
#522 opened
Jul 23, 2025 -
[FEATURE] Explicit Model Default Selection for Production Safety
#521 opened
Jul 23, 2025 -
[FEATURE] use_aws - Expose stopReason to the client
#520 opened
Jul 23, 2025 -
[BUG] use_aws with Nova model
#519 opened
Jul 23, 2025 -
[BUG] The content field in the Message object at messages.XX is empty
#514 opened
Jul 22, 2025 -
[FEATURE] Support for Type Annotations with Descriptions in @tool Decorator Functions
#511 opened
Jul 21, 2025 -
[FEATURE] Applying ConversationManager during the Agent Loop Execution (on specific Hook Events)
#509 opened
Jul 21, 2025 -
[FEATURE] Add a parameter for text output instead of using callback_handler behavior
#506 opened
Jul 21, 2025 -
[FEATURE] Ability to cancel agent futures
#501 opened
Jul 20, 2025 -
[FEATURE] Session Persistence for Graph Agents
#500 opened
Jul 19, 2025 -
[FEATURE] Reference-only agent state
#499 opened
Jul 18, 2025 -
[FEATURE] Add VPC Endpoint Support to BedrockModel Class
#496 opened
Jul 18, 2025
67 Unresolved conversations
Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.
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refactor: update tool registry interface
#468 commented on
Jul 21, 2025 • 21 new comments -
feat(bedrock): support uploads directly from S3
#310 commented on
Jul 23, 2025 • 1 new comment -
[BUG] OpenAIModel with custom base URL fails when using tool messages
#215 commented on
Jul 22, 2025 • 0 new comments -
[BUG] openAI stream() method does not enforce "stream=True" in the upstream API call
#210 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Strands MCP client should support prompts/resources/sampling
#151 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Writer model provider
#227 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add support for Bedrock/Anthropic ToolChoice to Structured output
#256 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Support non-streaming mode for OpenAI model
#245 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Async Iterator - Typed Events
#242 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] BedrockSessionSaver
#261 commented on
Jul 22, 2025 • 0 new comments -
[BUG] LiteLLM+Tools not working
#312 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add reset() method to Agent class for clearing all agent state between runs
#329 commented on
Jul 22, 2025 • 0 new comments -
[BUG] opt/python/opentelemetry on lambda
#195 commented on
Jul 22, 2025 • 0 new comments -
[BUG] LiteLLM + disable streaming breaks for Azure OpenAI
#477 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Retries for ServiceUnavailableException (503 errors)
#370 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Amazon Nova tool caching with cachePoint in messages
#449 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] MCP 2025-06-18 specification support
#317 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Session Persistence
#246 commented on
Jul 22, 2025 • 0 new comments -
[BUG] Protocol Error from Bedrock not handled well
#114 commented on
Jul 23, 2025 • 0 new comments -
[FEATURE] make event loop settings configurable
#283 commented on
Jul 23, 2025 • 0 new comments -
[BUG] TypeError: can only concatenate str (not "int") to str on Bedrock AgentCore
#488 commented on
Jul 24, 2025 • 0 new comments -
[FEATURE] Add metric observability to Agent.structured_output() invocations
#335 commented on
Jul 24, 2025 • 0 new comments -
[FEATURE] add java sdk support for Strands Agents
#240 commented on
Jul 24, 2025 • 0 new comments -
[FEATURE] Support non-stream in OpenAIModel
#243 commented on
Jul 24, 2025 • 0 new comments -
feature/ introduce new model - gemini
#31 commented on
Jul 22, 2025 • 0 new comments -
feat: Add list_prompts, get_prompt methods
#160 commented on
Jul 22, 2025 • 0 new comments -
Support for Amazon SageMaker AI endpoints as Model Provider
#176 commented on
Jul 22, 2025 • 0 new comments -
feat: Adding portkey.ai gateway as a custom model
#197 commented on
Jul 22, 2025 • 0 new comments -
feat: Add Twelve Labs Marengo Integration
#282 commented on
Jul 22, 2025 • 0 new comments -
test: adding tests for GitHub official remote server
#300 commented on
Jul 22, 2025 • 0 new comments -
models - llamaapi - async
#372 commented on
Jul 22, 2025 • 0 new comments -
feat(agent): add AgentRegistry for centralized agent management
#381 commented on
Jul 23, 2025 • 0 new comments -
Add baseten integration
#389 commented on
Jul 22, 2025 • 0 new comments -
models: Add support for DeepSeek models
#428 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Allow customer to use custom agent name besides "Strands Agents"
#277 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] In-envent-loop cycle context management
#298 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add suite of integration tests across all providers
#313 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Async Initialization
#330 commented on
Jul 22, 2025 • 0 new comments -
[BUG] Thread conflict error when running multiple agents concurrently
#333 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Agent as a tool persistence
#444 commented on
Jul 22, 2025 • 0 new comments -
[Refactor] Remove run_async from a2a_client tool
#471 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Allow applications to control thread pools for Agent tool calls.
#476 commented on
Jul 22, 2025 • 0 new comments -
[BUG] Graph nodes execute sequentially instead of parallel
#478 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Support filtering tools from one or multiple MCP servers
#481 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Support for multiple MCP servers (and loading from config file)
#482 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Amazon Bedrock AgentCore Memory Integration for Strands Agents Session Management
#486 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] LlamaFirewall support in Strands SDK
#196 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Enhance ToolRegistry to automatically flatten nested tool collections
#50 commented on
Jul 21, 2025 • 0 new comments -
[FEATURE] Add support of CancellationToken
#81 commented on
Jul 21, 2025 • 0 new comments -
[FEATURE] Pass Agent objects directly to other Agent objects
#84 commented on
Jul 21, 2025 • 0 new comments -
[FEATURE] AgentRegistry for managing agents
#390 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Path Prefix Support for A2A Server
#382 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Configurable HTTP URL for A2A Server
#383 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Allow tool consent in async frameworks
#457 commented on
Jul 22, 2025 • 0 new comments -
[EPIC] Implement native async iterator support
#129 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Support for async Tool
#116 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add cross-platform uvx command support to StdioServerParameters
#92 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Community-driven session management
#57 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Agent to Agent Communication (A2A)
#24 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Pause and resume a workflow
#36 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add Database Session Management
#33 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Implement native async iterator support
#83 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Add configurable limits for cycles, token counts, and overall runtime
#191 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Improved MCP DX to prevent common context manager scoping issue
#198 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Support Human-in-the-Loop (HIL) capabilities
#204 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Implement general-purpose hook/callback system
#231 commented on
Jul 22, 2025 • 0 new comments -
[FEATURE] Multi-Agent Primitives
#214 commented on
Jul 22, 2025 • 0 new comments