Tag: Agentic Architecture Pattern
Agentic Pattern: Sensing with RAG
In classical autonomous agent design (originating from control theory and cognitive robotics), an agent operates via a continuous loop: Perception (Sensing) → Cognition (Reasoning & Planning) → Action (Tool Execution) → Environment Feedback. While traditional Retrieval-Augmented Generation (RAG) is deployed passively to answer human queries, the ‘Sensing with RAG’ pattern repurposes semantic retrieval as an active, real-time sensory organ for autonomous agents. Rather than overloading the…
Read MoreAgentic Pattern: Single Agent Baseline
The Single Agent Baseline (SAB) is the foundational architectural pattern for autonomous and semi-autonomous AI systems. It models a single cognitive loop where a large language model (LLM) acts as a centralized reasoning engine equipped with: In modern agentic engineering, the Single Agent Baseline is the mandatory control benchmark. Before justifying the distributed complexity, non-determinism, and token overhead…
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