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  1. Home
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  3. /strands-agents/harness-sdk
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 24d ago

strands-agents/harness-sdk

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 58%A field guide to AI agents in 2026 →
  • PossiblePossibly related (embedding) · 56%AI agents are not your “coworkers” →
  • PossiblePossibly related (embedding) · 56%AgentCore-8B →
  • PossiblePossibly related (embedding) · 56%Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required →
  • PossiblePossibly related (embedding) · 54%Learning to lead in a hybrid human-AI enterprise →
  • FuzzySimilar title/name (fuzzy) · 87%ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning →

    “Fuzzy title match (0.94): “ReContext: Recursive Evidence Replay as LLM Harness for Long” ≈ “strands-agents/harness-sdk””

  • FuzzySimilar title/name (fuzzy) · 87%GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks →

    “Fuzzy title match (0.94): “GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For” ≈ “strands-agents/harness-sdk””

  • FuzzySimilar title/name (fuzzy) · 87%A Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO →

    “Fuzzy title match (0.94): “A Process Harness for Uplifting Legacy Workflows to Agentic ” ≈ “strands-agents/harness-sdk””

Related to

articleA field guide to AI agents in 2026modelAgentCore-8B

Covers

newsAI agents are not your “coworkers”newsAnthropic launches Cowork, a Claude Desktop agent that works in your files — no coding requirednewsLearning to lead in a hybrid human-AI enterprise

Implements

paperReContext: Recursive Evidence Replay as LLM Harness for Long-Context ReasoningpaperGaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation TaskspaperA Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLOpaperAutomated Discovery Has No Universally Superior HarnesspaperFlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal ApplicationspaperOpenForgeRL: Train Harness-native Agents in Any EnvironmentpaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

Covers (incoming)

newsArtificial Intelligence in Production Printing - WhatTheyThinknewsArtificial Intelligence (AI), Synthetic Biology, and Robotics Combine to Improve Enzymes - NewswisenewsHow KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCorenewsPluggable by design: An agent mesh for software modernization that adopts the next model releasenewsHow self-improving harnesses are rewriting the agent engineering playbook - TechTalksnewsMulti-agent social intelligence with Strands Agents and Amazon Bedrock - Amazon Web Services (AWS)newsA primer on self-improving agent harnesses - Substacknews7 Python Frameworks for Orchestrating Local AI Agents - KDnuggetsnewsEvaluating AI Agents: A production blueprint with Strands and AgentCorenewsEvaluating AI Agents: A production blueprint with Strands and AgentCore - Amazon Web Services (AWS)newsHow To Bring AI Agents Into Your Business—Advice From the Frontline - WIREDnewsRecord, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets

Related across the graph

paperReContext: Recursive Evidence Replay as LLM Harness for Long-Context ReasoningpaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic DesignpaperGaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation TasksnewsA primer on self-improving agent harnesses - SubstacknewsLearning to lead in a hybrid human-AI enterprisenewsHow KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCorenews7 Python Frameworks for Orchestrating Local AI Agents - KDnuggetspaperFlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal ApplicationspaperAutomated Discovery Has No Universally Superior HarnesspaperOpenForgeRL: Train Harness-native Agents in Any EnvironmentnewsArtificial Intelligence (AI), Synthetic Biology, and Robotics Combine to Improve Enzymes - NewswisenewsAnthropic launches Cowork, a Claude Desktop agent that works in your files — no coding requirednewsArtificial Intelligence in Production Printing - WhatTheyThinknewsMulti-agent social intelligence with Strands Agents and Amazon Bedrock - Amazon Web Services (AWS)newsHow self-improving harnesses are rewriting the agent engineering playbook - TechTalksnewsPluggable by design: An agent mesh for software modernization that adopts the next model releasenewsAI agents are not your “coworkers”articleA field guide to AI agents in 2026newsEvaluating AI Agents: A production blueprint with Strands and AgentCore - Amazon Web Services (AWS)modelAgentCore-8BnewsHow To Bring AI Agents Into Your Business—Advice From the Frontline - WIREDnewsEvaluating AI Agents: A production blueprint with Strands and AgentCorenewsRecord, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage BucketspaperA Process Harness for Uplifting Legacy Workflows to Agentic BPM: Design and Realization in CUGA FLO
Knowledge path·PReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning→PAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design→PGaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks→Rstrands-agents/harness-sdk

Topics

agent-frameworkagenticagentic-aiagentsaiai-agentsanthropicautonomous-agentsbedrockgenerative-ai

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