AI Labnotes
Index
Orchestration choices

Agent Frameworks

Framework patterns, platform trade-offs and implementation paths for stateful agent systems.

11mapped notes1 live · 2 scheduled · 8 research
Content graph / 11 nodes

Research path

Start with the pillar, move into a focused cluster, then follow its supporting field notes. Every node in the Agent Frameworks architecture is exposed here.

Live
1
Scheduled
2
Research
8
Parent–child pathPPillarCClusterSSupporting note
  1. 01PillarAI Agent Frameworks: A Tested Selection GuideChoose an AI agent framework from a fixed production job, state model, control needs and operating evidence.ai agent frameworksLive1,000 US/mo · KD 38
    1. 01.01ClusterAI Agent Platforms: Build, Observe, or BuyDecide whether an agent platform fits your state, security, deployment and observability operating model.ai agent platformsScheduled720 US/mo · KD 27
      1. 01.01.01SupportingAI Agent Framework Decision MatrixScore AI agent frameworks with hard gates and weighted evidence for state, tools, deployment and observability.ai agent framework comparisonResearchIntent mapped
      2. 01.01.02SupportingOpen-Source AI Agent FrameworksShortlist open-source AI agent frameworks by hard requirements, governance, reproducibility and operations fit.best open source ai agent frameworksResearchIntent mapped
    2. 01.02ClusterAI Agent Patterns That Survive ProductionChoose an agent pattern from control flow, state and failure needs before selecting framework-specific abstractions.ai agent patternsScheduled590 US/mo · KD 56
      1. 01.02.01SupportingHuman-in-the-Loop Agent PatternsPlace human approval and intervention where agent uncertainty meets irreversible or high-impact action.human in the loop agent patternResearchIntent mapped
      2. 01.02.02SupportingMulti-Agent Patterns: Supervisor, Handoff, and DebateChoose a multi-agent pattern only when specialization, isolation or parallelism outweigh coordination failure modes.multi agent patternsResearchIntent mapped
    3. 01.03ClusterAgent Framework Guides: Same Task, Different RuntimeCompare agent frameworks by implementing the same bounded task, evidence contract and failure cases in each.agent framework guidesResearchIntent mapped
      1. 01.03.01SupportingMicrosoft Agent Framework: A Practical WalkthroughEvaluate Microsoft Agent Framework through a pinned minimal agent, workflow boundary, state and hosting record.microsoft agent frameworkResearch2,900 US/mo · KD 65
      2. 01.03.02SupportingLangGraph: Build a Stateful Agent Under TestBuild a small stateful LangGraph workflow with explicit state, nodes, edges, checkpointing and interruption tests.langgraph agent tutorialResearchIntent mapped
      3. 01.03.03SupportingOpenAI Agents SDK: Build, Trace, and EvaluateBuild an OpenAI Agents SDK workflow with bounded tools, explicit handoffs, traces and sensitive-data controls.openai agents sdkResearchIntent mapped