Long-Horizon Planning and Autonomous Reliability in Agentic AI Systems: A 2025 State-of-the-Art Analysis

1. Executive Summary: The Agentic Pivot of 2025 The trajectory of artificial intelligence has undergone a fundamental phase shift in 2025. The industry has moved decisively beyond the “generative” era—characterized Read More …

A Comparative Architectural Analysis of LLM Agent Frameworks: LangChain, LlamaIndex, and AutoGPT in 2025

I. The Agentic AI Paradigm: Foundational Architecture A. Defining the LLM Agent: From Prompt-Response to Goal-Directed Action The field of Artificial Intelligence (AI) is undergoing a pivotal transformation, moving from Read More …

From Prompt to Protocol: The Agentic Reformation of Software Integration

Executive Summary This report argues for an imminent and fundamental paradigm shift in software integration. The current model, defined by rigid, contract-based Application Programming Interfaces (APIs), is reaching its architectural Read More …

The Agent Stack: Architecting the Next Generation of Autonomous AI Systems

Section 1: Introduction – The Paradigm Shift from Generative AI to Agentic Systems 1.1 Defining the Agent Stack The field of artificial intelligence is undergoing a significant architectural evolution, moving Read More …