Glossary term
Glossary term
Agentic Systems
Agentic Reasoning enables AI agents to break down complex goals, make context-driven decisions, learn from outcomes, and self-correct, transforming them from reactive tools into proactive, autonomous problem-solvers.
OpenAI's o1 and o3 reasoning models perform extended chain-of-thought reasoning before responding, used by agents like Devin.
Claude Opus 4.5 extended thinking enables agents to deliberate on tool selection and plan multi-step solutions for software engineering tasks.
DeepSeek-R1 and its distilled variants are used in open-source agentic frameworks like SmolAgents for step-by-step problem decomposition.