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 3,777 reads from curated sources

The Token Waste Problem: Why your AI Agents shouldn't evaluate permissions
Dev.to · Glendel Joubert Fyne Acosta 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The Token Waste Problem: Why your AI Agents shouldn't evaluate permissions
We are burning millions of API tokens on problems that if statements solved 20 years ago. I speak...
I Built 3 Agentic AI Systems Inside the UN — Here’s What Most Humanitarian Pilots Get Wrong
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
I Built 3 Agentic AI Systems Inside the UN — Here’s What Most Humanitarian Pilots Get Wrong
From a refugee’s voice message to a multi-agency governance audit, three systems that actually shipped and the lesson nobody at the AI… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The Impersonator
Pennsylvania sued Character.AI after a chatbot claimed to be a licensed psychiatrist, offered to prescribe medication, and provided a fabricated license number.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
MCP Gives Your Agent Tools. Pilot Protocol Gives Your Agent Peers. Here's Why You Need Both.
There's a conversation happening in the agent developer community that I think is framed wrong. People keep asking whether MCP or Pilot Protocol or A2A is "the
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
I Stopped Calling Web APIs from My AI Agents. Here's What's 4x Faster.
FFor the first few months of building agent pipelines, every time an agent needed external data it did what any developer would do: called a REST API. A stock p
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
ai agent fluency is the new staff+ engineering skill
I used to think the Staff+ bar was mostly about system design, incident leadership, and convincing six teams to adopt your boring but correct abstraction. That
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
BizNode Workflow Marketplace: chain multiple bot handles into multi-step pipelines. Client onboarding, contract-to-payment,...
The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh
Agentic AI: Navigating The Evolving Frontier
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Agentic AI: Navigating The Evolving Frontier
Agentic AI is increasingly establishing itself as the standard decision-making framework in critical systems
The Gates Foundation Is Funding A Startup’s Plan To Fight Malnutrition With Bacteria
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The Gates Foundation Is Funding A Startup’s Plan To Fight Malnutrition With Bacteria
Synthetic microbiomes to treat disease. Sea levels may rise faster than we thought. AI for scientific researchers. All that and more in this week’s edition of T
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
10 Trending Reddit Posts About AI Agents This Week (May 2026)
10 Trending Reddit Posts About AI Agents This Week (May 2026) Compiled from r/AI_Agents, r/AgentsOfAI, r/automation, and related communities. These aren't just
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
MCP vs REST API for AI Agent Email: When to Use Each
You want your AI agent to receive emails — OTP codes, verification links, signup confirmations. You have two options: call a REST API directly, or connect an MC
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Generative Simulation Benchmarking for autonomous urban air mobility routing with inverse simulation verification
Generative Simulation Benchmarking for autonomous urban air mobility routing with inverse simulation verification Introduction: A Personal Journey into the Skie
Claude API Integrations, AMD Local AI Tools & Production Inference Optimization
Dev.to · soy 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Claude API Integrations, AMD Local AI Tools & Production Inference Optimization
Claude API Integrations, AMD Local AI Tools & Production Inference Optimization ...
Why Higher-Order Engineering Skills May Matter Even More in the Age of AI
Dev.to · Mariam Reba Alexander 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Why Higher-Order Engineering Skills May Matter Even More in the Age of AI
At first glance, AI seems to make coding less important. If tools can now generate code, explain...
Why Physical AI Needs a Habitat
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Why Physical AI Needs a Habitat
We are entering a new phase of AI. Not AI that only writes, predicts, or recommends. AI that acts. Continue reading on Medium »
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
From Ollama and MCP to Neural Forge — what “sovereign” intelligence means in practice. Continue reading on Medium »
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
From Ollama and MCP to Neural Forge — what “sovereign” intelligence means in practice. Continue reading on Medium »
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
VIKI: A Local-First AI Agent That Owns the Stack (Not Just the Model)
From Ollama and MCP to Neural Forge — what “sovereign” intelligence means in practice. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
10 Trending Reddit Posts About AI Agents — May 2026 Curated List
10 Trending Reddit Posts About AI Agents — Curated May 8, 2026 Methodology: Scanned r/AI_Agents, r/technology, r/singularity, r/ClaudeAI, r/artificial, r/Futuro
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
60 AI agents are running a real business right now. I'm not touching it.
60 AI agents are running a real business right now. I'm not touching it. Six weeks ago I asked: can a fully autonomous AI workforce actually operate a real busi
Autonomous Job Search AI: Engineering Ethics Into Multi-Agent Systems
Dev.to · Elena Revicheva 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Autonomous Job Search AI: Engineering Ethics Into Multi-Agent Systems
Originally published on AIdeazz — cross-posted here with canonical link. Building autonomous job...
Cloudflare beat earnings, cut 1,100 jobs because AI agents do the work now, and lost a quarter of its stock price in a day
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Cloudflare beat earnings, cut 1,100 jobs because AI agents do the work now, and lost a quarter of its stock price in a day
Cloudflare beat Wall Street’s revenue and earnings estimates on Wednesday, announced it would cut 1,100 employees because artificial intelligence agents now do
What the Pocket OS Incident Tells Us About Agentic Security
Dev.to · PJ 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
What the Pocket OS Incident Tells Us About Agentic Security
On April 24, 2026, an AI coding agent destroyed a company's entire production database in nine...
Why MCP is the Secret Sauce for Scalable AI Agents: A Deep Dive into p-agent’s Architecture
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Why MCP is the Secret Sauce for Scalable AI Agents: A Deep Dive into p-agent’s Architecture
The AI landscape is currently undergoing a massive shift from “Chatbot-centric” design to “Agent-centric” architecture. However, as… Continue reading on Medium
Uber’s robotaxi partner crashed 16 times in four months. The regulator called it “excessively assertive and insufficiently capable.”
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Uber’s robotaxi partner crashed 16 times in four months. The regulator called it “excessively assertive and insufficiently capable.”
The National Highway Traffic Safety Administration has opened an investigation into Avride, Uber’s autonomous vehicle partner, after identifying 16 crashes and
Two Robots Made a Bed. Here’s How They Work. EXPLAINED FROM SCRATCH.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Two Robots Made a Bed. Here’s How They Work. EXPLAINED FROM SCRATCH.
Figure just showed two Helix-02 humanoid robots resetting a bedroom in two minutes. Continue reading on Medium »
LangChain vs LangGraph: What I Use After Building Real AI Systems
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
LangChain vs LangGraph: What I Use After Building Real AI Systems
Control, flexibility, and why graph-based workflows changed how I design agents Continue reading on CodeX »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
A no-spend review of FluxA AI Wallet, AgentCard, and the controls AI agents need before they can safely handle money.
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Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
How AI Resume Screeners Are Changing Technical Hiring in 2026
Hiring devel
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Ai staff augmentation Miami: Scale Your Team Instantly
Scale Your Operations with AI Talent Businesses looking to grow faster need flexible access to specialized expertise. AI staff augmentation in Miami gives compa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
AI Agent Deployment: The Operational Decision at Each Stage
Most teams running an AI agent pilot are being asked the same question right now: what do we build next? The published guidance is a stack of vendor maturity mo
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
From Data Scientist to AI Architect
The end of model-centric thinking in data science The post From Data Scientist to AI Architect appeared first on Towards Data Science .
CLAUDE.md is not a prompt: starting a Django side project with an agentic AI workflow
Dev.to · Sandro Hu 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
CLAUDE.md is not a prompt: starting a Django side project with an agentic AI workflow
I recently started a side project, and I want to do something I've never done before: build it in...
Your AGENTS.md Should Not Look the Same Everywhere
Dev.to · Francesco Sardone 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Your AGENTS.md Should Not Look the Same Everywhere
AI coding agents need context, and that part is obvious by now. What is less obvious is that context...
Prompt injection through website content: how AI agents can be manipulated by the pages they visit
Dev.to · ERP ForgeAI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Prompt injection through website content: how AI agents can be manipulated by the pages they visit
Six concrete attack vectors AI agents face when browsing webpages, and what traditional scanners miss.
Uracil Labs successfully integrated Uracil Chain in Uracil AI
Dev.to · Zoheb Malik 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Uracil Labs successfully integrated Uracil Chain in Uracil AI
Uracil Labs successfully completed integration of Blockchain which runs on AI.
My 6-agent orchestrator OOM-killed my Mac twice before I cut it to 2
Dev.to · Atlas Whoff 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
My 6-agent orchestrator OOM-killed my Mac twice before I cut it to 2
Six agents at 2GB each plus 6GB macOS baseline does not fit in 16GB. The OOM killer enforced the...
We Built an AI CFO Managing $30B in Assets. The Secret Was a Filesystem.
Dev.to · Shain Noor 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
We Built an AI CFO Managing $30B in Assets. The Secret Was a Filesystem.
Everyone is building AI agents with custom tools, vector databases, and retrieval pipelines. We tried...
Why Your AI System Is Repeating Work and How Caching Fixes It as Cache Augmented Generation
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Why Your AI System Is Repeating Work and How Caching Fixes It as Cache Augmented Generation
Continue reading on Medium »
Multi-Agent Systems Without the PhD: A Practitioner’s Guide to Building Your First Swarm
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Multi-Agent Systems Without the PhD: A Practitioner’s Guide to Building Your First Swarm
Stop over-engineering your AI with “monoprompts” that fail at scale. Learn how to build a production-ready multi-agent system by treating… Continue reading on M
Multi-Agent Systems Without the PhD: A Practitioner’s Guide to Building Your First Swarm
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Multi-Agent Systems Without the PhD: A Practitioner’s Guide to Building Your First Swarm
Stop over-engineering your AI with “monoprompts” that fail at scale. Learn how to build a production-ready multi-agent system by treating… Continue reading on M
MCP servers, sandboxed — introducing ACT
Dev.to · Alexander Shishenko 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
MCP servers, sandboxed — introducing ACT
Setting up an MCP server for your AI agent today usually looks like this: npx -y...
【Practice Exam】 Claude Certified Architect Foundations (CCA-F)
Dev.to · Yota Arahata 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
【Practice Exam】 Claude Certified Architect Foundations (CCA-F)
Introduction As the business utilization of generative AI rapidly advances, Anthropic's...
How to Build an AI-Native Team: A Practical Framework for Working Alongside Agents
Dev.to · Tony Spiro 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
How to Build an AI-Native Team: A Practical Framework for Working Alongside Agents
Cloudflare just published a striking signal. In a letter to their team announcing a workforce...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
AI Agents Have Two Souls. You Only Control One
Everyone seems to be building AI agents now. But ask ten developers what an AI agent actually is, and you'll get ten different answers. Some say it is any LLM w
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Agent tool marketplaces don't know who's calling
On May 8, 2026, Monid 2.0 launched on Product Hunt as "OpenRouter for agent tools." It hit #2 with 277 upvotes by end of day. The pitch: 200+ tools, per-call pa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Generative AI Automation vs Traditional SOAR: What Security Teams Need to Know
The Automation Dilemma in Modern SOCs Every CISO I talk to faces the same problem: security alerts are growing exponentially, but budgets aren't. Traditional Se
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Implementing Generative AI Automation in Your SOC: A Practical Guide
From Alert Chaos to Intelligent Automation Three months ago, our SOC was processing 15,000 alerts daily with a team of twelve analysts. Incident response times