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Autonomous Agent Teams Are Real. Measured Success Runs 13% to 59%.
Six multi-agent frameworks, measured across coding and reasoning benchmarks. Then the pattern both the loudest sceptic and the loudest proponent ended up agreeing on: many agents may think, one agent writes.
· Paul Keen
Multi-Agent LLM Pipelines in Rails
Our production multi-agent LLM pipeline in Rails: eight RubyLLM agents on a 21-line base class, a 16-line loop, and the deploy that starved the database pool.
· JetThoughts Team
CrewAI Hierarchical Agents: Manager-Worker Pattern
Step-by-step CrewAI tutorial with working Python code. Set up a manager agent, delegate tasks to specialized workers, handle failures. Includes v0.98+ patterns.
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