Autonomous Agent
AI agent capable of operating without human intervention, with feedback loops and self-correction.
AI agent capable of operating without human intervention, with feedback loops and self-correction.
Définition détaillée
An autonomous agent extends the AI agent concept with self-planning, multi-step execution, self-evaluation, and iterative correction capabilities. It can decompose a complex goal into sub-tasks, execute them optimally, verify result quality, and restart if needed. Frameworks like LangGraph, CrewAI, or AutoGen enable designing these multi-agent systems.
Cas d'usage
Automated competitive intelligence agent: continuously monitors web sources, analyzes trends, generates weekly reports, and adapts search criteria based on results.
Termes associés
Questions fréquentes
Can autonomous agents go off track?
Without guardrails, yes. That's why we design validation loops, action budget limits, and human supervision for critical decisions.
What frameworks do you use for autonomous agents?
We primarily use LangGraph for complex workflows, CrewAI for multi-agent systems, and our own orchestrators for custom needs.