✦ Features 12
- support the interrupt round trip over A2Ahila2a
- add BeforeToolsEvent and AfterToolsEvent batch hookshookshil
- add telemetry and metricsotelbidirectional-streaming
- add __str__ support for MultiAgentResult and NodeResultdevxmultiagent
- add should_offload callback for selective offloadingcontexthooks
- add context window limits for Claude 5 and GPT-5.6 familiescontextmodel
- support Tool Choice for Gemini in Pythonmodel
- add classifier option for LLM-driven risk classificationhilinterventions
- community integration catalog with search, filtering, and curated backfill
- add snapshot session manager to pythonpersistencesessions
- add estimateUtilization method to Model base classcontextmodel
- add AgentStreamStage and AgentStreamContext typeshookshil
⊘ Fixes 10
- refresh eviction cycle on retrieve for unified Storage backendscontext
- exclude bootstrap tools from MCP audit
- skip guardContent wrap for unsupported image formatsmodelinterventions
- count usage from hook-retried model callsotelhooks
- record gen_ai.tool.call.arguments/result on execute_tool spansotel
- resolve a default region for the store's clients so it works in cloud envsmodelpersistence
- correct crash-restart resume for handoff and completed swarmsmultiagent
- reject redundant languages in astro frontmatterdevx
- mantle base path routing
- label fork PRs by verifying the artifact's claim against the PR head
⋯ Other 17
- update design doc template to uncover key information early
- bump cedarpy from 4.8.6 to 4.8.7 in /strands-py
- mark agentic context management mode as experimentalcontext
- bump postcss from 8.5.15 to 8.5.25
- remove reference to agent builder after archival
- bump fast-uri from 3.1.2 to 3.1.4
- breakrename sandbox-routed bash tool to shelltoolserver
- update litellm requirement from <=1.91.1,>=1.75.9 to >=1.75.9,<=1.93.0 in /strands-py
- mark make_bash with typing_extensions.deprecateddevxtool
- update litellm requirement from <=1.93.0,>=1.75.9 to >=1.75.9,<=1.95.0 in /strands-py
- bump hono from 4.12.32 to 4.13.0
- bump the npm_and_yarn group across 1 directory with 1 update
- bump ip-address from 10.2.0 to 10.4.0
- bump @hono/node-server and @modelcontextprotocol/sdk
- label PRs by cognitive complexity, stop counting tests toward size
- wait for the retained task, not the log lineasyncmcp
- extend the comment rule to require to-the-point, non-inferable content