Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

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Skills in this topic
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Agent Foundations
beginner
Explain the ReAct pattern
Tool Use & Function Calling
intermediate
Implement function calling with structured schemas
Multi-Agent Systems
advanced
Build supervisor/worker agent architectures
Autonomous Workflows
advanced
Design end-to-end autonomous pipelines

Showing 4,557 reads from curated sources

AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Human-in-the-loop constructs for agentic workflows in healthcare and life sciences
In healthcare and life sciences, AI agents help organizations process clinical data, submit regulatory filings, automate medical coding, and accelerate drug dev
Better Harness: A Recipe for Harness Hill-Climbing with Evals
LangChain Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Better Harness: A Recipe for Harness Hill-Climbing with Evals
By Vivek Trivedy, Product Manager  TL;DR: We can build better agents by building better harnesses. But to autonomously build a “better” harness, we need a stro
How to Build a Fast and Reliable Workflow: Refactoring Agent Skills
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Build a Fast and Reliable Workflow: Refactoring Agent Skills
- If your Skills feel “slow and flaky,” you probably built documentation, not capabilities. - Progressive disclosure is the only scalable pattern: keep `SKILL.m
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Tubi is the first streamer to launch a native app within ChatGPT
Tubi becomes the first streaming service to offer an app integration within ChatGPT, the AI chatbot that millions of users turn to for answers.
The US Army Is Building Its Own Chatbot for Combat
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The US Army Is Building Its Own Chatbot for Combat
The AI system, trained on real military data, is meant to give soldiers mission-critical information.
Anthropic’s New Product Aims to Handle the Hard Part of Building AI Agents
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s New Product Aims to Handle the Hard Part of Building AI Agents
Amid rapid enterprise growth, Anthropic is trying to lower the barrier to entry for businesses to build AI agents with Claude.
Europe’s first commercial robotaxi service is live in Zagreb
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Europe’s first commercial robotaxi service is live in Zagreb
Verne, the autonomous mobility company spun out of Croatian hypercar maker Rimac, launched commercial robotaxi rides in Zagreb on 8 April alongside Pony.ai and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Human-AI Handoff: From Draft to Client-Ready Action
You know the drill: policy renewal season hits, and you’re buried in paperwork. Generic email blasts go ignored, and valuable coverage gaps go unnoticed. This r
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Curator's Role: Managing a Codebase With an Agent
The Simplest Thing That Could Work There's a temptation, when you decide to "use AI for software development," to build something complicated. A custom orchestr
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Astropad’s Workbench reimagines remote desktop for AI agents, not IT support
Astropad’s Workbench lets users remotely monitor and control AI agents on Mac Minis from iPhone or iPad, with low-latency streaming and mobile access.
Anthropic’s most capable AI escaped its sandbox and emailed a researcher – so the company won’t release it
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s most capable AI escaped its sandbox and emailed a researcher – so the company won’t release it
In short: Anthropic has built a version of Claude capable of autonomously finding and exploiting zero-day vulnerabilities in production software, breaking out o
I Built a Claude Code Agent and Now It Has a Life of Its Own
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Claude Code Agent and Now It Has a Life of Its Own
This article explores the evolution of an AI agent built on Claude Code that developed persistent memory, identity, and the ability to self-improve over time. T
Hugging Face Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
ALTK‑Evolve: On‑the‑Job Learning for AI Agents
AI Can Now Predict Protein Shapes With Near-Perfect Accuracy
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Can Now Predict Protein Shapes With Near-Perfect Accuracy
AlphaFold is a breakthrough AI system that predicts the 3D structure of proteins from their amino acid sequences with near-experimental accuracy. By combining e
Your team’s whiteboard just got its own AI agents, and they already know the context
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your team’s whiteboard just got its own AI agents, and they already know the context
There is a particular kind of frustration that comes from feeding an AI tool the same context your team spent three days assembling on a whiteboard. You copy th
OpenAI News 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The next phase of enterprise AI
OpenAI outlines the next phase of enterprise AI, as adoption accelerates across industries with Frontier, ChatGPT Enterprise, Codex, and company-wide AI agents.
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Use Claude Code to Build a Minimum Viable Product
Learn how to effectively present product ideas by building MVPs with coding agents The post How to Use Claude Code to Build a Minimum Viable Product appeared fi
The AI Illusion (Part 1): The Human Cost of Generative Models
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The AI Illusion (Part 1): The Human Cost of Generative Models
The rise of generative AI has created a "dark pool" for counterfeit labor, where the lack of material disclosure devalues human craftsmanship and threatens the
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Panic to Proactive: AI for Mobile Food Truck Compliance
That sinking feeling when the health inspector walks up? Or the panic of a fridge failure on a hot day? For mobile food truck owners, compliance isn't just pape
Does Tesla Really Have A Robotaxi? They Don’t Make It Easy To Find Out
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Does Tesla Really Have A Robotaxi? They Don’t Make It Easy To Find Out
Tesla has expanded their service area for rides with nobody in the vehicle. This implies they are closer to ready, but other clues suggest otherwise
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Presentation: Local First – How To Build Software Which Still Works After the Acquihire
Alex Good discusses the fragility of modern cloud-dependent apps and shares a roadmap for "local-first" software. By leveraging a Git-like DAG structure and Aut
Trent AI raises $13M to build multi-agent security for a world where AI systems are running themselves
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Trent AI raises $13M to build multi-agent security for a world where AI systems are running themselves
The London startup emerged from stealth on 7 April with a layered agentic security solution and a seed round backed by LocalGlobe and Cambridge Innovation Capit
Uber joins Amazon’s Trainium roster with AWS expansion deal
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Uber joins Amazon’s Trainium roster with AWS expansion deal
In short: Uber has expanded its AWS contract to run real-time ride-matching infrastructure on Amazon’s Graviton4 processor and is piloting AI model training on
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Article: Stateful Continuation for AI Agents: Why Transport Layers Now Matter
Agent workflows make transport a first-order concern. Multi-turn, tool-heavy loops amplify overhead that is negligible in single-turn LLM use. Stateful continua
Eclipse raises $1.3B across two funds to back the next era of physical industries
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Eclipse raises $1.3B across two funds to back the next era of physical industries
Fund VI ($720M) targets early-stage companies in robotics, manufacturing, and energy. Early Growth Fund III ($591M) supports companies scaling toward Series A.
Narwhal Labs raises €22.9M and launches DeepBlue OS, an autonomous AI communication platform for regulated industries
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Narwhal Labs raises €22.9M and launches DeepBlue OS, an autonomous AI communication platform for regulated industries
The Bristol-based company, parent of Narwhal AI, is building an operating system for autonomous customer conversations across voice, SMS, email, and WhatsApp. C
Wearing Earbuds Or Headphones To Get AI-Generated Mental Health Advice Spoken To You Personally And Privately
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Wearing Earbuds Or Headphones To Get AI-Generated Mental Health Advice Spoken To You Personally And Privately
You can hear AI give you mental health advice, rather than merely seeing the advice via text. Think of the real-time upside. But downsides exist. An AI Insider
Whale.io Launches the First AI Agent MCP for Crypto Casino
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Whale.io Launches the First AI Agent MCP for Crypto Casino
The Next Big AI Shift Is Selling Digital Workers-As-A-Service
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Next Big AI Shift Is Selling Digital Workers-As-A-Service
This article explains why the model could reshape operations, unlock new business models, and become one of the most important AI opportunities leaders need to
The New Context Switching Problem at Work
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The New Context Switching Problem at Work
I used to protect focus from Slack, meetings, and PR reviews. Now the same interruptions are still there, plus a steady stream of agent prompts.
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
IntentScore: Intent-Conditioned Action Evaluation for Computer-Use Agents
arXiv:2604.05157v1 Announce Type: new Abstract: Computer-Use Agents (CUAs) leverage large language models to execute GUI operations on desktop environments, yet
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Bypassing the CSI Bottleneck: MARL-Driven Spatial Control for Reflector Arrays
arXiv:2604.05162v1 Announce Type: new Abstract: Reconfigurable Intelligent Surfaces (RIS) are pivotal for next-generation smart radio environments, yet their pr
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors
arXiv:2604.05165v1 Announce Type: new Abstract: Reconfigurable Intelligent Surfaces (RIS) has a potential to engineer smart radio environments for next-generati
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
From Governance Norms to Enforceable Controls: A Layered Translation Method for Runtime Guardrails in Agentic AI
arXiv:2604.05229v1 Announce Type: new Abstract: Agentic AI systems plan, use tools, maintain state, and produce multi-step trajectories with external effects. T
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Simulating the Evolution of Alignment and Values in Machine Intelligence
arXiv:2604.05274v1 Announce Type: new Abstract: Model alignment is currently applied in a vacuum, evaluated primarily through standardised benchmark performance
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Breakthrough the Suboptimal Stable Point in Value-Factorization-Based Multi-Agent Reinforcement Learning
arXiv:2604.05297v1 Announce Type: new Abstract: Value factorization, a popular paradigm in MARL, faces significant theoretical and algorithmic bottlenecks: its
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
arXiv:2604.05333v1 Announce Type: new Abstract: Skill usage has become a core component of modern agent systems and can substantially improve agents' ability to
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Neural Assistive Impulses: Synthesizing Exaggerated Motions for Physics-based Characters
arXiv:2604.05394v1 Announce Type: new Abstract: Physics-based character animation has become a fundamental approach for synthesizing realistic, physically plaus
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Multi-Agent Pathfinding with Non-Unit Integer Edge Costs via Enhanced Conflict-Based Search and Graph Discretization
arXiv:2604.05416v1 Announce Type: new Abstract: Multi-Agent Pathfinding (MAPF) plays a critical role in various domains. Traditional MAPF methods typically assu
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Adaptive Serverless Resource Management via Slot-Survival Prediction and Event-Driven Lifecycle Control
arXiv:2604.05465v1 Announce Type: new Abstract: Serverless computing eliminates infrastructure management overhead but introduces significant challenges regardi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Auditable Agents
arXiv:2604.05485v1 Announce Type: new Abstract: LLM agents call tools, query databases, delegate tasks, and trigger external side effects. Once an agent system
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
COSMO-Agent: Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
arXiv:2604.05547v1 Announce Type: new Abstract: Iterative industrial design-simulation optimization is bottlenecked by the CAD-CAE semantic gap: translating sim
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Flowr -- Scaling Up Retail Supply Chain Operations Through Agentic AI in Large Scale Supermarket Chains
arXiv:2604.05987v1 Announce Type: new Abstract: Retail supply chain operations in supermarket chains involve continuous, high-volume manual workflows spanning d
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Artificial Intelligence and the Structure of Mathematics
arXiv:2604.06107v1 Announce Type: new Abstract: Recent progress in artificial intelligence (AI) is unlocking transformative capabilities for mathematics. There
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ACE-Bench: Agent Configurable Evaluation with Scalable Horizons and Controllable Difficulty under Lightweight Environments
arXiv:2604.06111v1 Announce Type: new Abstract: Existing Agent benchmarks suffer from two critical limitations: high environment interaction overhead (up to 41\
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents
arXiv:2604.06132v1 Announce Type: new Abstract: Large language models are increasingly deployed as autonomous agents executing multi-step workflows in real-worl
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Squeez: Task-Conditioned Tool-Output Pruning for Coding Agents
arXiv:2604.04979v1 Announce Type: cross Abstract: Coding agents repeatedly consume long tool observations even though only a small fraction of each observation
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Closed-Loop Autonomous Software Development via Jira-Integrated Backlog Orchestration: A Case Study in Deterministic Control and Safety-Constrained Automation
arXiv:2604.05000v1 Announce Type: cross Abstract: This paper presents a closed-loop system for software lifecycle management framed as a control architecture ra