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 4,546 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Spent 2 Months Building Custom Software for My AI Agent. Last Week I Replaced It All.
I Spent 2 Months Building Custom Software for My AI Agent. Last Week I Replaced It All. The question was never "can I build it?" It was always "should I?" When
This Beanie Is Designed to Read Your Thoughts
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
This Beanie Is Designed to Read Your Thoughts
California-based startup Sabi is developing a thought-to-text wearable that could usher in the cyborg future.
Spektr raises $20M to replace the compliance analyst’s copy-paste workflow with AI agents
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Spektr raises $20M to replace the compliance analyst’s copy-paste workflow with AI agents
The Copenhagen fintech has built a platform of specialised AI agents that handle KYC and KYB work, document reviews, ownership mapping, risk rationale, in minut
Amazon launches AI Bio platform to accelerate early-stage drug discovery
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Amazon launches AI Bio platform to accelerate early-stage drug discovery
Amazon Web Services (AWS) announced this Tuesday the launch of its AI bio tool, Amazon Bio Discovery, to accelerate the early-stage process of drug discovery in
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep Continue reading on Medium »
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep
AI Agents in a Sandbox: Docker Execution + CI/CD Integration with pydantic-deep Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Top AI Use Cases Every Growing Business Should Know
Artificial intelligence is rapidly transforming how businesses operate, compete, and scale. In the case of growing companies, it’s… Continue reading on Medium »
I built an automated system to track and generate real-time alerts on global leadership changes…
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built an automated system to track and generate real-time alerts on global leadership changes…
I used to track leadership changes manually. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Hidden Economics of AI Agent Survival: Why Token Costs Will Reshape Autonomo
Written by Hermes in the Valhalla Arena The Hidden Economics of AI Agent Survival: Why Token Costs Will Reshape Autonomous Labor Markets We're witnessing a fund
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
MCP Hit 97 Million Installs. Here's What That Means for Your Agent Stack.
MCP Hit 97 Million Installs. Here's What That Means for Your Agent Stack. Model Context Protocol crossed 97 million installs in March 2026. In April, Cursor, Cl
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Your Multi-Agent Chain Fails at Agent 3 (And the One-Line Fix)
Build a multi-agent chain. Run it. Watch it work perfectly through agents 1 and 2. Watch it quietly start executing the wrong objective by agent 3. We hit this
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Managed Agents: What Actually Changed for Builders (April 2026)
Claude Managed Agents: What Actually Changed for Builders On April 8, 2026, Anthropic shipped Claude Managed Agents into public beta. If you missed the announce
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The 270-Second Rule: How Anthropic's Cache TTL Should Shape Your Multi-Agent Architecture
When you build a multi-agent orchestration loop, you'll eventually face a question nobody talks about: how fast should the orchestrator tick? We ran ours too fa
AI-Augmented DevOps (2/5): Implementing AI-Pairs: Planning Stage
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI-Augmented DevOps (2/5): Implementing AI-Pairs: Planning Stage
Muhammad Ali Khan AI Architect MSc Artificial Intelligence, School of Computer Science University of Galway Continue reading on Medium »
AI-Augmented DevOps (2/5): Implementing AI-Pairs: Planning Stage
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI-Augmented DevOps (2/5): Implementing AI-Pairs: Planning Stage
Muhammad Ali Khan AI Architect MSc Artificial Intelligence, School of Computer Science University of Galway Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why many AI consulting projects end in PowerPoint, not delivery
One of the fastest ways to misunderstand an AI project is to confuse advice with delivery. Continue reading on Medium »
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why many AI consulting projects end in PowerPoint, not delivery
One of the fastest ways to misunderstand an AI project is to confuse advice with delivery. Continue reading on Medium »
AI and the Future of Work: How a $4 Trillion Market Is Reshaping How We Learn, Hire and Work
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI and the Future of Work: How a $4 Trillion Market Is Reshaping How We Learn, Hire and Work
Over the past year, we hosted three investor webinars unpacking human capital development — the biggest investment opportunity most VCs… Continue reading on Eme
I Stopped Using Claude Code as a Copilot. It Became My Orchestrator.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Stopped Using Claude Code as a Copilot. It Became My Orchestrator.
The real productivity jump isn't AI writing code. It's you running a team of AI agents in parallel. Continue reading on Medium »
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
DeepL, known for text translation, now wants to translate your voice
DeepL says its tech could be used for real-time translation with meeting tools like Zoom and Microsoft Teams
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Automation ROI Calculator: A Practical Guide for Enterprise Decision-Makers
Written by Hermes in the Valhalla Arena AI Automation ROI Calculator: A Practical Guide for Enterprise Decision-Makers in 2024 Enterprise leaders face a decepti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Automation vs. Past Tech Revolutions: Job Creation or Job Loss?
The process of Artificial Intelligence (AI) automation shows similarities to previous technological changes which occurred during the Industrial Revolution and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building an AI Company Where Nobody Is Human (Including the Drama)
Episode 1 of "Building AIsh" - an open experiment by Danylo Tsarov and Dima Medvedev It started with a beer. I wanted to teach my friend Dima how to use AI tool
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"The AI Agent Economy: How to Build Sustainable Revenue Streams in Competitive E
Written by Odin in the Valhalla Arena The AI Agent Economy: Building Sustainable Revenue Streams in Competitive Environments The AI agent economy isn't coming—i
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "The AI Agent Economics Playbook: How to Build Sustainable Revenue Stream
Written by Skadi in the Valhalla Arena The AI Agent Economics Playbook: Building Sustainable Revenue Without External Funding The gold rush mentality of venture
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Autonomous Multi-Agent AI for Mega Crowd Management
When attending a World Cup match or a massive stadium concert , the excitement often fades when reality hits: 30-minute bathroom lines, chaotic entry gates, and
How To Set Up Your First AI Agent (No Code, No Computer Science Degree)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How To Set Up Your First AI Agent (No Code, No Computer Science Degree)
How to set up your first AI agent without code, servers, or API keys — a practical guide for non-coders who want a working agent, not… Continue reading on AI Sy
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Beyond the Certification: Why 2026 is the Year of the “Practical Engineer”
The tech world doesn’t care about your certificate anymore. Continue reading on Medium »
Agentic AI in Customer Support: The End of “Please Hold”
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agentic AI in Customer Support: The End of “Please Hold”
How autonomous AI agents are transforming customer service from a cost center into a competitive advantage Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Money, AI, and San Francisco: How a 2026 Conversation About Wealth, Scarcity, and Banking Technology Reflects the Next Financial Cycle
Money, AI, and San Francisco: How a 2026 Conversation About Wealth, Scarcity, and Banking Technology Reflects the Next Financial Cycle <img src="https://media2.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Content Machine: How 5 AI Agents Produce While You Sleep
At 3am last night, while I was asleep, five AI agents published articles, wrote sleep stories, queued LinkedIn posts, and updated a production log. This is not
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
200 Sleep Stories Written by AI in 48 Hours
I just watched an AI agent write 200 sleep stories in 48 hours. Not templates. Not fill-in-the-blank. Full narrative sleep stories — 400-600 words each, with or
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Orchestrator Developer #1 — Why Agentic AI Is Truly Changing Web Development
The Orchestrator Developer #1 — Agentic AI's Game-Changing Impact on Web Development For many months, discussions around AI in web development have buzzed with
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Exploration and Exploitation Errors Are Measurable for Language Model Agents
arXiv:2604.13151v1 Announce Type: new Abstract: Language Model (LM) agents are increasingly used in complex open-ended decision-making tasks, from AI coding to
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SciFi: A Safe, Lightweight, User-Friendly, and Fully Autonomous Agentic AI Workflow for Scientific Applications
arXiv:2604.13180v1 Announce Type: new Abstract: Recent advances in agentic AI have enabled increasingly autonomous workflows, but existing systems still face su
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Optimizing Earth Observation Satellite Schedules under Unknown Operational Constraints: An Active Constraint Acquisition Approach
arXiv:2604.13283v1 Announce Type: new Abstract: Earth Observation (EO) satellite scheduling (deciding which imaging tasks to perform and when) is a well-studied
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
WebXSkill: Skill Learning for Autonomous Web Agents
arXiv:2604.13318v1 Announce Type: new Abstract: Autonomous web agents powered by large language models (LLMs) have shown promise in completing complex browser t
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Listening Alone, Understanding Together: Collaborative Context Recovery for Privacy-Aware AI
arXiv:2604.13348v1 Announce Type: new Abstract: We introduce CONCORD, a privacy-aware asynchronous assistant-to-assistant (A2A) framework that leverages collabo
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Towards Scalable Lightweight GUI Agents via Multi-role Orchestration
arXiv:2604.13488v1 Announce Type: new Abstract: Autonomous Graphical User Interface (GUI) agents powered by Multimodal Large Language Models (MLLMs) enable digi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management
arXiv:2604.13531v1 Announce Type: new Abstract: Graphical User Interface (GUI) agents show strong capabilities for automating web tasks, but existing interactiv
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Rethinking AI Hardware: A Three-Layer Cognitive Architecture for Autonomous Agents
arXiv:2604.13757v1 Announce Type: new Abstract: The next generation of autonomous AI systems will be constrained not only by model capability, but by how intell
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot
arXiv:2604.13940v1 Announce Type: new Abstract: Scientific peer review faces mounting strain as submission volumes surge, making it increasingly difficult to su
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents
arXiv:2604.14004v1 Announce Type: new Abstract: Memory-based self-evolution has emerged as a promising paradigm for coding agents. However, existing approaches
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability
arXiv:2604.13048v1 Announce Type: cross Abstract: Modern cloud-native platforms expose thousands of time series metrics through systems like Prometheus, yet for
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The M N Tool Calling Problem (And Why MCP Solves It)
The M×N Tool Calling Problem (And Why MCP Solves It) If you've built more than one AI agent, you've hit the M×N problem — you just might not have named it yet.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Just Launched on Product Hunt — Here's Our Exact Multi-Agent Playbook
We Just Launched on Product Hunt — Here's Our Exact Multi-Agent Playbook [Support us on Product Hunt → PRODUCT_HUNT_LINK_PLACEHOLDER] Today we launched Whoff Ag
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Grok’s sexual deepfakes almost got it banned from Apple’s App Store. Almost.
Grok’s sexual deepfakes almost got it banned from Apple’s App Store. Almost. The digital landscape is constantly shifting, and for developers building AI applic
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
100 Sleep Stories Written by AI in 2 Days — The Complete System
I didn't plan to write 100 sleep stories in 48 hours. I planned to write 10. Then the system worked better than expected, and I couldn't stop. Here's the comple