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 3,812 reads from curated sources

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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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 1w 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
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Understanding Generative AI Automation in Security Operations
Why SOC Teams Are Turning to Generative AI As a security analyst who's spent years in enterprise SOCs, I've watched our incident queues grow exponentially while
MCP vs A2A: Same AI Task, Completely Different Architectures
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
MCP vs A2A: Same AI Task, Completely Different Architectures
A practical guide to how Model Context Protocol and Agent-to-Agent systems solve the same workflow through centralized tool use vs… Continue reading on ILLUMINA
What Did We Understand, and What Did We Believe Until Now?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What Did We Understand, and What Did We Believe Until Now?
The Responsibility of System Communication in the Human–AI Relational Space Continue reading on Medium »
What Did We Understand, and What Did We Believe Until Now?
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What Did We Understand, and What Did We Believe Until Now?
The Responsibility of System Communication in the Human–AI Relational Space Continue reading on Medium »
The Rise of the AI-Augmented Professional
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Rise of the AI-Augmented Professional
You open your laptop at 7:15 AM, the usual ritual before the stand-up call. The inbox is already at 87 unread, half of them flagged as… Continue reading on Medi
They Trusted AI… and It Deleted Their Entire Database in Seconds
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
They Trusted AI… and It Deleted Their Entire Database in Seconds
At 2:17 AM, everything was working fine. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Agents for SEO: How Autonomous AI is Changing Search
Search engine optimization is evolving rapidly as artificial intelligence becomes more advanced and autonomous. Businesses, marketers, and creators are now usin
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Sierra's $15B Valuation and It…
Originally published at norvik.tech Introduction A deep dive into Sierra's recent funding round, exploring its implications for AI technology and web developmen
A Production-Shaped Multi-Agent SRE System on Amazon Bedrock AgentCore
Dev.to · Nitesh Reddy Challa 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
A Production-Shaped Multi-Agent SRE System on Amazon Bedrock AgentCore
At 2 AM, your on-call engineer has four browser tabs open: CloudWatch Logs, CloudWatch Metrics, a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building Your AI-Powered Peer Reviewer Engine
The Editor's Dilemma You've just received a promising manuscript. Now begins the manual, time-consuming scramble: mentally scanning your reviewer pool, checking
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
BizNode sends personalized follow-up emails automatically to every lead your bot captures — nurture prospects while you sleep
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
I built a more restrained alternative to giant AI skill bundles
Dev.to · Ahmed Rehan 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I built a more restrained alternative to giant AI skill bundles
I just shipped agent-harness v1.0.0. It’s a Node.js / TypeScript CLI for discovering, staging,...
3 things that worked, 1 that didn't — my AI workflow experiments this week
Dev.to · Tal Vardi 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
3 things that worked, 1 that didn't — my AI workflow experiments this week
Happy Friday. Week 0 of doing these roundups publicly. Let's see how it goes. This week was mostly...