This page shows the most relevant public items for Agentic AI, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Blog • Feb 14, 2026 • Medium • Rodrigo Almeida
By mid-February 2026, the initial hype surrounding autonomous agents is meeting the harsh reality of corporate P&L. Many organizations are finding that while agents can 'do' things, they struggle t...
Blog • Feb 19, 2026 • Medium • Claudio Lupi
The era of 'renting software' is being replaced by 'owning intelligence.' This post argues that as autonomous agents gain the ability to navigate any UI and interact directly with databases via API...
Book • Dec 1, 2025 • Manning • Micheal Lanham
This book provides a comprehensive guide to building AI agents powered by large language models, including multi-agent collaboration patterns. It covers modern protocols like MCP and explores how a...
Blog • Dec 22, 2025 • The New Stack • Richard MacManus
This article analyzes key AI engineering trends in 2025, highlighting the rise of vibe coding alongside agentic AI systems. It explains how developers are shifting from writing code to orchestratin...
Blog • Dec 11, 2025 • Towards Data Science • Keshav Dhandhania
This article explores orchestration techniques used to coordinate AI agents and tools in complex workflows. It explains how planners, controllers, and execution layers interact within agent archite...
Blog • Nov 12, 2025 • LangChain Blog • LangChain
This LangChain article analyzes the rapid emergence of AI agents across the software ecosystem. It explains how modern LLM frameworks enable agents to perform multi-step tasks, interact with APIs, ...
Paper • Feb 28, 2026 • arXiv • Ziheng Geng, Jiachen Liu, Ran Cao
Predicting complex human economic behavior is notoriously difficult using traditional statistical models. InsurAgent leverages LLM-empowered agents to simulate thousands of distinct individual pers...
Book • Jul 11, 2025 • Amazon • Salvatore Raieli, Gabriele Iuculano
This comprehensive guide empowers developers to leverage retrieval-augmented generation (RAG), knowledge graphs, and agent-based architectures to engineer truly intelligent behavior. It provides a ...
Blog • Dec 10, 2025 • Medium • Shane Collins
In one of the most controversial business experiments of 2025, a fully remote tech startup eliminated its entire middle management layer, replacing it with a hierarchy of Agentic AI orchestrators b...
Paper • Jul 28, 2025 • arXiv • Sarah Jenkins, Esq., Wei Chen, Marcus T. Holden
The legal discovery process involves manually cross-referencing millions of pages of depositions and emails to find logical contradictions. Standard search algorithms fail to connect multi-document...
Paper • May 22, 2025 • arXiv • Wei Lin, Chen Wei, Yujin Han
One of the most persistent failure modes in autonomous Agentic AI is the 'Infinite Loop'—where an agent becomes stuck continuously re-executing a failed API call or repeating a flawed logical deduc...
Paper • Sep 22, 2025 • arXiv • David Lin, Amir Gholami, Kurt Keutzer
Persistent and scalable memory is the foundational bottleneck preventing Agentic AI from achieving long-term autonomy. This study provides a comprehensive comparative analysis of state-of-the-art m...
Blog • Aug 22, 2025 • Medium • Elena Rossi
The obsession with crafting the 'perfect prompt' has ended as frontier models in 2025 demonstrate the ability to self-correct and iteratively reason. The new highly-valued skill is 'Agentic Tool Bu...
Paper • Jul 21, 2025 • arXiv • Mohammad Azarijafari, Luisa Mich, Michele Missikoff
Artificial Intelligence agents represent the next major revolution in industrial automation. Departing from traditional task-based approaches to business process design, the authors propose an agen...
Blog • Aug 30, 2025 • Medium • Shanding P. G
Agentic workflows are emerging as the backbone of how Large Language Models function in practice, moving beyond simple generation to proactive task management. This post outlines the strategic, rep...
Blog • Dec 28, 2025 • Medium • Brian James Curry
If 2024 was the year of AI experimentation, 2025 has become the year of industrialization. This technical deep dive explores why single-agent systems face fundamental limitations like context const...
Paper • Feb 28, 2026 • arXiv • Virginia Dignum, Frank Dignum
The rapid popularization of the term 'Agentic AI' has led to semantic confusion, often blurring the lines between simple generative loops and true software agency. This position paper critically ex...
Blog • Aug 14, 2025 • Medium • Sarah J. Jenkins
When our traditional B2B SaaS product hit a growth wall, we realized our users didn't want a better dashboard; they wanted the work done for them. This post chronicles our startup's chaotic but suc...
Blog • Sep 2, 2025 • Medium • Mark S. Davidson
Quality Assurance has historically been a bottleneck in agile software development, relying on human testers to manually explore edge cases or write brittle Selenium scripts. In 2025, Agentic AI ha...
Blog • Sep 5, 2025 • Medium • Marcus Sterling
The financial sector is undergoing a rapid transition from predictive analytics to autonomous execution. This article explores the deployment of Agentic AI in FinTech, detailing how 'Autonomous CFO...
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