Core AI

AI Agents & Automation

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

11,715
lessons
Skills in this topic
View full skill map →
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 4,550 reads from curated sources

The Register 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Commvault has a Ctrl+Z for rogue AI agents
The company's new software keeps an eye on your agents and backs up data. Keep your agents close and your agent-monitoring software closer. Commvault’s new AI P
FROM CURIOSITY TO CREATION
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
FROM CURIOSITY TO CREATION
How Robotics, Electronics, and AI Changed the Way I See Systems and Learning Continue reading on Medium »
How I Built a Multi-Agent System Using Only Claude Code (No Frameworks)
Dev.to · DevForge Templates 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Multi-Agent System Using Only Claude Code (No Frameworks)
I run 7 Claude Code agents that coordinate across 16 projects on a single machine. No CrewAI. No...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
PAX Protocol: How Our 13 AI Agents Talk Without Losing Context
PAX Protocol: How Our 13 AI Agents Talk Without Losing Context When you run 13 AI agents simultaneously, they need to communicate. English prose is expensive —
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a crash-tolerant AI agent with launchd watchdog
Building a Crash-Tolerant AI Agent with launchd Watchdog We run 13 AI agents simultaneously. When one crashes at 2am, nobody is awake to restart it. Here is how
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Package and Price AI Agent Skills for $9: The Full Process
How I Package and Price AI Agent Skills for $9: The Full Process I've built 5 AI agent skills in the last two weeks. Each one started as a messy collection of s
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI is flattening who we uniquely are
Somewhere today, someone used AI to write a cover letter that sounds nothing like them. To craft the perfect text back. To edit their dating profile to make sur
ZDNet 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Tired of Gemini interrupting you? This Google Home update fixes that and more
Google Home's latest update should make your Gemini experience more reliable. Look for these other improvements and bug fixes too.
Hacker News (AI) 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
ClawRun – Deploy and manage AI agents in seconds
Comments
AI Agents Are the Future: How Machine Learning Is Powering Autonomous Systems in 2026
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents Are the Future: How Machine Learning Is Powering Autonomous Systems in 2026
Explore how AI agents powered by machine learning are transforming autonomous systems in 2026. Discover trends, use cases, benefits, and… Continue reading on Me
Anthropic’s AI Advisor, Cutting Costs with Class
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s AI Advisor, Cutting Costs with Class
Cutting is the new normal Continue reading on Medium »
Anthropic’s AI Advisor, Cutting Costs with Class
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s AI Advisor, Cutting Costs with Class
Cutting is the new normal Continue reading on Medium »
Anthropic’s AI Advisor, Cutting Costs with Class
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s AI Advisor, Cutting Costs with Class
Cutting is the new normal Continue reading on Medium »
My St. Augustine Spring Break. Building an AI System the Improv Actor Way.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
My St. Augustine Spring Break. Building an AI System the Improv Actor Way.
The Week We Brought Claudia Home Continue reading on Medium »
How AI Agents Built My Business While I Was at Church
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How AI Agents Built My Business While I Was at Church
The day artificial intelligence did three hours of work in three minutes — and taught me something about the future of entrepreneurship Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Added Memory to an AI Agent Using Spring AI and Oracle AI Database
Practical guide with a sample app for adding episodic, semantic, and procedural memory to an AI agent using Spring AI and a single Oracle AI Database instance.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built an AI System That Runs Itself 24/7 — Here's What Actually Happened
I've been running a fully autonomous AI agent system on my home PC for the past few weeks. It creates its own tasks, assigns them to specialist agents, and trie
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic co-founder confirms the company briefed the Trump administration on Mythos
The AI giant's co-founder confirms that Anthropic briefed the Trump administration on its latest model, Mythos, which it claims has powerful cybersecurity capab
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Your Claude Agents Burn Through API Limits in Hour 1 (And the Fix)
A r/ClaudeAI thread from March hit 388 upvotes with one line: "I use up Max 5 in 1 hour of working, before I could work 8 hours." 10,000 people upvoted a separa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Cascading Context Drift: The PLAN.md Pattern for Claude Code Multi-Agent Systems
If you've run Claude Code with more than one agent, you've hit this: the first agent understands the task. The second slightly misunderstands it. By agent five,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to give Claude real-time data access with MCP (no API keys)
The problem with Claude out of the box is obvious the moment you ask it anything time-sensitive: it doesn't know what happened after its training cutoff. Ask it
Stanford’s AI Report Card: Agents Are Ready. Companies Are Not.
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stanford’s AI Report Card: Agents Are Ready. Companies Are Not.
Stanford's 2026 AI Index: agents approach human performance, $582B invested, entry-level jobs vanish. The technology is ready. The organizations deploying it ar
Why we ditched the knowledge graph approach for agent memory
Dev.to · Lax 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why we ditched the knowledge graph approach for agent memory
Every other week someone drops a new memory layer for AI agents. Most of them do the same thing->...
Bugmageddon Is Real. But Bug Discovery Isn’t the Real Bottleneck Anymore.
Dev.to · Dar Fazulyanov 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Bugmageddon Is Real. But Bug Discovery Isn’t the Real Bottleneck Anymore.
The scary part about the new "Bugmageddon" story is not that AI can find vulnerabilities...
The Rise of the AI Operator: Why Solo Founders Are Quietly Replacing Startups
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Rise of the AI Operator: Why Solo Founders Are Quietly Replacing Startups
For decades, building a successful company followed a predictable pattern. Continue reading on Medium »
The Rise of the AI Operator: Why Solo Founders Are Quietly Replacing Startups
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Rise of the AI Operator: Why Solo Founders Are Quietly Replacing Startups
For decades, building a successful company followed a predictable pattern. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenClaw Telegram Pairing: How to Connect Your Bot [2026]
Originally published on Remote OpenClaw . <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3
Building a Voice-Controlled AI Agent
Dev.to · Janu 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent
The ChallengeThe objective was to build a local AI agent that accepts audio, classifies intent (file...
Run Your Harper AI Agent on Google Cloud Vertex AI — 3 Files Changed
Dev.to · Stephen Goldberg 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Run Your Harper AI Agent on Google Cloud Vertex AI — 3 Files Changed
In Part 1 we built a conversational AI agent on Harper — semantic cache, vector memory, local...
Traces are trees. Multi-agent failures are graphs.
Dev.to · SAI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Traces are trees. Multi-agent failures are graphs.
Teja Kusireddy shared a story about deploying a multi-agent research tool. Four LangChain agents...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Three Systems, Three Answers to the Same Question: How Should an Agent Remember?
The question An agent finishes a task. Tomorrow it runs a different task. Should it be better at the second task because it ran the first? This is the question
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Decoding AI Agent Traps: A Developer's Guide to Securing Your Autonomous Systems
Hey developers! Ever thought about the hidden dangers lurking for your AI agents in the wild? As we build more sophisticated autonomous systems, we often focus
I built an autonomous dev team with 3 AI agents that takes a Linear ticket all the way to a pull request
Dev.to · zvone187 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built an autonomous dev team with 3 AI agents that takes a Linear ticket all the way to a pull request
Ever since OpenClaw launched, I've been obsessed with one question: what does software development...
You’re Not Building an AI Pipeline. You’re Building a Distributed System.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
You’re Not Building an AI Pipeline. You’re Building a Distributed System.
Most teams shipping multi-agent workflows discover this the hard way — usually after the first postmortem. Continue reading on Medium »
When the Machine Knows You Better Than You Do
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
When the Machine Knows You Better Than You Do
A quiet reflection on AI, memory, and what it means to still feel human Continue reading on Medium »
Understanding Autonomous Testing: What It Means for Developers
Dev.to · Emily Jackson 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Understanding Autonomous Testing: What It Means for Developers
Software testing is quietly going through a shift. Not the usual “faster automation” or “better...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™
SharePoint as an AI Delivery Surface | Permission-Trimmed RAG via Graph + Entra + Purview | Rahsi Framework™ Connect & Continue the Conversation If you are
On-Device AI in Android: Build Smart Apps Without Internet
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
On-Device AI in Android: Build Smart Apps Without Internet
On-device AI is changing the way we build mobile apps. Instead of relying on cloud APIs for every intelligent feature, modern Android apps… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Aether-9 v3.0 A Policy-Aware Secure Bytecode Execution Layer for AI-Native and Automation Workflows
Ahmed Harb Akeely Independent Researcher and Builder Version 1.0 - April 2026 Abstract Modern automation systems and AI agents increasingly execute tools, write
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Competence Trap: Why Your Best AI Agent Might Be Your Biggest Risk
The Paradox No One Talks About The better your AI agent gets at its job, the less likely you are to question whether it's doing the right job. This isn't a theo
How We Built AI Customer Service Into Our WMS Using Claude and Gemini
Dev.to · Cymone Rabbani 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How We Built AI Customer Service Into Our WMS Using Claude and Gemini
Cymone Rabbani | Founder & CEO, WMS 360 Why We Added AI to a Warehouse Management...
The Agentic Shift: Why Learning Gen AI Isn’t Enough in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Agentic Shift: Why Learning Gen AI Isn’t Enough in 2026
The “Google Dance” of the AI revolution is moving faster than most professionals can keep up with. Just a year ago, the goal was to master… Continue reading on
The Agentic Shift: Why Learning Gen AI Isn’t Enough in 2026
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Agentic Shift: Why Learning Gen AI Isn’t Enough in 2026
The “Google Dance” of the AI revolution is moving faster than most professionals can keep up with. Just a year ago, the goal was to master… Continue reading on
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
“Pause the workflow before it sends anything.” Continue reading on Medium »
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
You Can’t Pause an AI Workflow. You Can Only Stop at the Right Boundary.
“Pause the workflow before it sends anything.” Continue reading on Medium »
How to Add Long-Term Memory to AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Add Long-Term Memory to AI Agents
If we define intelligence as “the capacity to understand,” artificial intelligence is already tantalizingly close to human capability. But… Continue reading on
How to Add Long-Term Memory to AI Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Add Long-Term Memory to AI Agents
If we define intelligence as “the capacity to understand,” artificial intelligence is already tantalizingly close to human capability. But… Continue reading on
It’s Getting Harder to Trust Your Own Judgment
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
It’s Getting Harder to Trust Your Own Judgment
There is a quiet change happening in how we deal with uncertainty. Continue reading on Medium »