This page shows the most relevant public items for Automation, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Mar 18, 2026 • arXiv • VoltAgent Research Team
Agyn is a proposed multi-agent system designed for autonomous software engineering that assigns specialized roles like coordinator, researcher, and reviewer to different agents. The paper explores ...
Blog • Mar 5, 2026 • Medium • Marcus Sterling
For the past year, web automation agents have relied heavily on parsing HTML DOM structures, making them notoriously brittle whenever a website updates its layout. The release of OpenClaw 3.0 this ...
Paper • Feb 18, 2026 • arXiv • Yiming Zhang, Karthik Narasimhan, Shunyu Yao
Single model coding assistants frequently fail when confronted with repository level refactoring and complex architectural planning. We propose a framework that deploys a specialized hierarchy of d...
Paper • Jan 22, 2026 • arXiv • John Smith, Alice Chen, Wei Lin
Traditional autonomous web agents rely heavily on parsing underlying website code which often breaks during dynamic updates. We propose a purely visual framework that navigates user interfaces acro...
Blog • Jul 3, 2025 • Medium • Dr. Anya Petrova
The prevailing safety narrative in Agentic AI has been 'Human in the Loop' (HITL)—the idea that humans will always review an agent's work before execution. Dr. Petrova argues that in 2025, economic...
Paper • Aug 12, 2025 • arXiv • Barr Moses, Jian Lu, Sophia M.
Data engineering teams spend the majority of their time fixing broken Extract, Transform, Load (ETL) pipelines caused by upstream schema changes or data drift. We introduce ADEPT (Autonomous Data E...
Paper • May 20, 2025 • arXiv • Lilian W. Zhang, Michael O. Fasanya, Hiroshi Tanaka
The traditional drug discovery pipeline is hindered by siloed computational predictions and slow, manual wet-lab validation. We present a fully autonomous, closed-loop Agentic AI system that seamle...
Paper • Nov 5, 2025 • arXiv • Chen Wei, Marcus T. Holden, Elara Vance
The rapid escalation of automated cyber attacks has outpaced human response times, necessitating a shift toward autonomous defense mechanisms. This paper introduces an Agentic AI framework for cont...
Blog • Oct 5, 2025 • Medium • Julian Thorne
In a bold (and slightly reckless) experiment, Julian Thorne hooked up a LangGraph-powered multi-agent swarm to his digital marketing agency's email, Slack, and ad platforms for a full week. While t...
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...
Paper • Feb 21, 2026 • bioRxiv • Basile I. M. Wicky, Sebastian Hiller, Anna-Maria Folkers
Recent advances in de novo protein design have vastly outpaced manual experimental validation, creating a severe bottleneck in the engineering cycle. We present a fully autonomous, multi-agent work...
Blog • Feb 15, 2026 • Medium • Mohit Aggarwal
Forget chatbots; the real revolution of 2026 is AI agents that actually work for you while you sleep. This post reviews 7 tools that have moved from 'hype' to revenue-generating reality, including ...
Blog • Aug 19, 2025 • Medium • Dr. Anjali Rao
The healthcare industry is notoriously slow to adopt autonomous systems due to strict compliance and patient safety regulations. However, 2025 has seen the quiet revolution of Agentic AI in medical...
Paper • Feb 16, 2026 • bioRxiv • Folkers, A., Hiller, S., Wicky, B.
Nuclear Magnetic Resonance (NMR) spectroscopy provides unparalleled insight into protein dynamics, but data analysis remains a notoriously slow, manual bottleneck. We introduce an autonomous 'Spect...
Paper • Mar 2, 2026 • arXiv • S. Pothireddypalli, A. Gupta
This research introduces an agentic AI workflow for improving coverage closure in integrated circuit verification. The system uses LLM-powered agents to analyze verification coverage gaps and autom...
Blog • Jan 18, 2026 • Medium • Mark S. Davidson
The era of frustrating decision trees has ended replaced by fully autonomous resolution engines in 2026. This article explores how companies are deploying these systems not just to answer queries b...
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...
Blog • Feb 20, 2026 • Medium • Shane Collins
While you were debating AI ethics, the 'Agentic Loop'—the cycle of observation, reasoning, and autonomous execution—has officially closed. We look at how companies like Klarna and Stripe are using ...
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