Agentic Thinking & Task Decomposition References
Lesson references
Task Decomposition & Agent Planning
Multi-Agent Patterns
Agent Orchestration & Cost Optimization
Research Papers & Articles
- ReAct: Synergizing Reasoning and Acting in Language Models
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- Multi-Agent Deep Reinforcement Learning
Searchable Terms
Agent Architecture: orchestrator pattern, worker agents, multi-agent systems, agent coordination, task delegation, hierarchical agents
Task Planning: task decomposition, goal decomposition, planning algorithms, sequential planning, conditional planning, hierarchical planning
Error Handling: escalation strategies, failure recovery, graceful degradation, circuit breakers, retry patterns, fallback mechanisms
Cost Optimization: model selection, token efficiency, computational cost, inference optimization, batching strategies
Reproducibility: version pinning, configuration management, environment isolation, dependency management, system reliability