Agent Orchestration
3 posts tagged #agent-orchestration
3 posts on Agent Orchestration, all in the AI Agent Architecture & Frameworks pillar — most read: “AI Agent or Workflow? How to Tell Which You Need” and “AI Agent Swarm Patterns 2026: Topologies and Failure Modes”.
AI and Machine Learning AI Agent or Workflow? How to Tell Which You Need
Most “AI agents” in production are deterministic workflows wearing an LLM costume. Here’s the teardown rubric I use to simplify designs, cut cost, and make on-call sane.
AI and Machine Learning AI Agent Swarm Patterns 2026: Topologies and Failure Modes
AI agent swarm coordination patterns decide whether your multi-agent system converges or spirals. Here are the topologies, stop conditions, budget caps, and failure modes most teams don’t test in 2026.
AI and Machine Learning LangGraph vs CrewAI 2026: Agent Framework Comparison
LangGraph wins for production systems requiring precise control flow and stateful orchestration; CrewAI wins for teams who need fast, role-based multi-agent prototypes without deep graph theory. Here's what the benchmarks and real workloads reveal.
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