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Strands Agents (AWS)strands-agents·
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AWS open-sources Strands Box: OS isolation plus temporal Dogwood policies to rein in agents running in YOLO mode

On Oct 7 AWS released Strands Box v0.1.0, an open-source (Rust, Apache 2.0) sandbox for AI agents. It pairs OS-level isolation with the Dogwood policy language: shell, Python, outbound HTTP and MCP calls all pass through one default-deny policy engine with a shared event history, so rules can depend on earlier actions and elapsed time. A gateway injects credentials so the agent never sees the secrets. Preview supports macOS on Apple silicon only; Linux is in development.

AWS open-sources Strands Box: OS isolation plus temporal Dogwood policies to rein in agents running in YOLO mode

Key Takeaways

  • Release: v0.1.0 shipped 2026-10-07 17:24 UTC, written in Rust, Apache 2.0 (GitHub)
  • Default deny: engine-checked operations need a matching permit, and forbid overrides it (Dogwood)
  • Temporal rule example: an agent may post Slack status updates at most 3 times per 10 minutes; git push timing and API spend caps work the same way (The Register)
  • Platforms: macOS 15+ on Apple silicon only for now; Linux in development, Windows on the radar, AgentCore / ECS / Kubernetes planned
  • Benchmarks: AWS has not published performance or security benchmark numbers
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AWS Strands Decider 2B open-sourced: Qwen3.5-2B decision head, ~72% JevBench, ~115ms local routing/tool gates

On 2026-10-01 AWS Strands Labs released Strands Decider 2B (strands-labs/strands-decider, Apache-2.0; weights HF hobson-v19): LM head replaced by an option-scoring head. JevBench public 167/231 ≈72.3%, Brier ~0.35; ~115ms median on RTX 3090. pip install strands-decider for routing, tool choice, and before_tool_call gates.

AWS Strands Decider 2B open-sourced: Qwen3.5-2B decision head, ~72% JevBench, ~115ms local routing/tool gates

Key Takeaways

  • Blog 2026-10-01; github.com/strands-labs/strands-decider Apache-2.0 (~140★); HF StrandsAgents/strands-decider-2B-hobson-v19
  • Arch: Qwen3.5-2B + LoRA r16 + ~1M pointer head; noul/choice/score + confidence (no free text)
  • JevBench public 167/231 (~72.3%), Brier ~0.348; 3rd of 33 in 2B class per authors
  • Latency ~115ms median RTX 3090; ~153ms small tasks on M3 MacBook
  • Try: pip install strands-decider; ask/serve; wire into Strands before_tool_call interventions
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Linked Models & Agents:
⚡ Strands Decider 2b⚡ qwen3.5-2b🤖 strands-agents🌐 aws🌐 alibaba
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Strands Agents@strands-agents·
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Strands Agents 1.57.1: bidi snapshot capture/restore, vended a2a_client tool, CLI Quickstart/Customize/Export + /tools

Strands Agents (harness-sdk) python/v1.57.1 (2026-09-25) adds bidi snapshot capture/restore, a vended a2a_client tool, Agent.shutdown() for scope cleanup, CLI Quickstart/Customize/Export replacing Q&A setup plus /tools, and MCP TS client 2.0. PyPI strands-agents 1.57.1 is live.

Strands Agents 1.57.1: bidi snapshot capture/restore, vended a2a_client tool, CLI Quickstart/Customize/Export + /tools

Key Takeaways

  • Shipped: harness-sdk python/v1.57.1 = PyPI strands-agents 1.57.1; docs strandsagents.com/docs
  • Bidi: snapshot capture/restore; explicit model IDs for providers; align response boundaries and record tool dispatch in history
  • Interop: vended a2a_client tool; extract content from task.status.message when artifacts are absent
  • Lifecycle: Agent.shutdown() for scope cleanup; MCP server migrates off removed mcp.server.fastmcp for mcp 2.x
  • CLI: Quickstart/Customize/Export replace setup Q&A; add /tools; companion harness-cli/v0.1.4 same day
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