AI Agents
AI Agents - Architecture -LLM to Autonomous
Interactive architecture diagram visualizing the evolution of AI agents, covering Isolated LLMs, RAG (Retrieval Augmented Generation), Chains…
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How AI agent architectures evolve
Trace the shift from prompts and templates to stateful planning, knowledge, workflows, autonomous execution, and human control.
Architecture evolution series
Each interactive page isolates one architectural shift and its design implications.
AI Agents
AI Systems Evolution Index
Index of interactive visualizations demonstrating the evolution of AI systems from simple patterns to autonomous agents, covering architecture, memory, planning…
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Evolution: Agentic Logic
Interactive architecture diagram visualizing the evolution of AI Logic and Control, from If-Else statements to LLM Reasoning, Tool Routing, and Autonomous Task Graphs.
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Evolution: AI Memory Systems
Interactive architecture diagram visualizing the evolution of AI Memory, from Stateless interaction to Session History, Vector Stores, and Lifelong Learning Agents.
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Evolution: Code & Deployment
Interactive architecture diagram visualizing the evolution of AI Code Generation, from Manual Scripts to LLM-generated Code, Self-debugging loops…
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Evolution: Human Oversight
Interactive architecture diagram visualizing the evolution of Human Oversight in AI, from Human-in-the-loop to Human-on-the-loop and Fully Autonomous Execution.
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Evolution: Knowledge & Retrieval
Interactive architecture diagram visualizing the evolution of Knowledge Representation, from Documents to Embeddings, Hybrid Search, Graph RAG, and World Models.
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Evolution: Planning & Control
Interactive architecture diagram visualizing the evolution of AI Planning and Control, from simple LLM Responses to Chain-of-Thought, Tree-of-Thought…
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Evolution: Prompt Engineering Architectures
Interactive architecture diagram visualizing the evolution from Static Prompts to Prompt Templates, Prompt Graphs, and Dynamic Prompt Generation.
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Evolution: Single-shot to Autonomous Systems
Interactive architecture diagram visualizing the evolution from Single-shot LLMs to Multi-turn Chat, Tool-using LLMs, Planning Agents, and Autonomous Systems.
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Evolution: Types of Knowledge
Interactive architecture diagram visualizing the evolution of AI Knowledge Types, from Hard-coded rules to Retrieved facts, Reasoned deductions…
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Evolution: Workflow & Swarms
Interactive architecture diagram visualizing the evolution from Manual Workflows to LLM Orchestration and Decentralized Agent Swarms.
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