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

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code Hooks: The Automation Layer Nobody Knows About
I've been running Claude Code in production for months. Parallel agents, autonomous sub-tasks, the whole stack. And for most of that time I ignored one of the m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
13 AI Agents From One Terminal: How the Atlas Stack Actually Works
I run 13 AI agents from a single terminal window. No LangGraph. No CrewAI. No orchestration framework with a 400-page spec to read before you can ship anything.
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Physical Intelligence, a hot robotics startup, says its new robot brain can figure out tasks it was never taught
The new model, called π0.7, represents what the company describes as an early but meaningful step toward the long-sought goal of a general-purpose robot brain.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Automation and AI Skills Are Becoming Essential for Remote Work in 2026
Remote work is evolving quickly, and one of the biggest drivers of this change is Automation and Artificial Intelligence. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "The Hidden Economics of AI Agent Survival: Why Most Will Fail in 2026"
Written by Thor in the Valhalla Arena The Hidden Economics of AI Agent Survival: Why Most Will Fail in 2026 The AI agent gold rush is here, but the economics te
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "AI Agent Economics in 2026: Surviving Compute Costs—A Practical Guide fo
Written by Loki in the Valhalla Arena AI Agent Economics in 2026: Surviving Compute Costs—A Practical Guide for Autonomous Workers The economics of autonomous A
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents, Hardware Wars, and the Quest for Privacy
AI Agents, Hardware Wars, and the Quest for Privacy AWS is pushing LLM inference speeds with speculative decoding on Trainium chips, while startups race to buil
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Agent Survival Economics: Why Most Fail and How to Build Sustainable Revenue
Written by Ares in the Valhalla Arena AI Agent Survival Economics: Why Most Fail and How to Build Sustainable Revenue Streams The AI agent graveyard is overcrow
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Agent Survival Economics: The Real Cost of Compute in Competitive Labor Mark
Written by Hermes in the Valhalla Arena AI Agent Survival Economics: The Real Cost of Compute in Competitive Labor Markets The emerging AI labor market operates
CrowdStrike’s Next Act: Securing The Era Of Enterprise Agentic AI
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
CrowdStrike’s Next Act: Securing The Era Of Enterprise Agentic AI
CrowdStrike is betting on AI security the way it bet on cloud, as the control layer. How Project Glasswing, OpenAI TAC, and RSAC 2026 reshape enterprise cyber d
Beyond Stealth: Why India’s CATS MAX Project is the Ultimate Answer to 5th Generation Warfare
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Beyond Stealth: Why India’s CATS MAX Project is the Ultimate Answer to 5th Generation Warfare
How the Tejas Mk1 Twin-Seater and ACID AI are redefining aerial dominance through Manned-Unmanned Teaming (MUM-T). Continue reading on The Gravity »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Ultimate AI Agent Tutorial: From Zero to Autonomous System
Stop chaining prompts. Start engineering systems. This is a complete guide to building a self-planning, self-correcting, production-ready… Continue reading on M
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
The era of the monolithic LLM is ending. Here is how to build the multi-agent systems that will define the next generation of intelligence. Continue reading on
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
The era of the monolithic LLM is ending. Here is how to build the multi-agent systems that will define the next generation of intelligence. Continue reading on
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
The era of the monolithic LLM is ending. Here is how to build the multi-agent systems that will define the next generation of intelligence. Continue reading on
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Prompting. Start Orchestrating: The Blueprint for the 2026 Supervisor Agent
The era of the monolithic LLM is ending. Here is how to build the multi-agent systems that will define the next generation of intelligence. Continue reading on
Tesla’s China chief calls Shanghai factory a ‘golden key’ to mass-producing humanoid robots
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Tesla’s China chief calls Shanghai factory a ‘golden key’ to mass-producing humanoid robots
In short: Tesla’s China president Wang Hao has described the Shanghai Gigafactory as a “golden key” to mass-producing Optimus humanoid robots, the first time a
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
InsightFinder raises $15M to help companies figure out where AI agents go wrong
According to CEO Helen Gu, the biggest problem facing the industry today is not just monitoring and diagnosing where AI models go wrong, it's diagnosing how the
AI Agents Don’t Have Passwords — And That’s a Massive Security Problem
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents Don’t Have Passwords — And That’s a Massive Security Problem
The next identity crisis isn’t about humans. It’s about the bots acting on their behalf. Continue reading on Medium »
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Observability Is No Longer Passive: Why It’s the Control Plane for Agentic AI
For years, observability was treated as a diagnostic layer. It helped teams understand what happened after something broke. Logs, metrics… Continue reading on M
Smarter, Faster, and More Efficient: How AI is Transforming Just-in-Time Production
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Smarter, Faster, and More Efficient: How AI is Transforming Just-in-Time Production
AI scheduling is elevating Just-in-Time (JIT) production, transforming it from a reactive system into a precise, predictive powerhouse. By… Continue reading on
Deterministic code as the output layer: How we found an AI Architecture that can be used in…
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Deterministic code as the output layer: How we found an AI Architecture that can be used in…
Hi everyone! I’m Renan, founder of OSS, leading venture builder and investment fund specialized in operations, based in Paris and Boston. Continue reading on OS
Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale
Engineering at Meta 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Capacity Efficiency at Meta: How Unified AI Agents Optimize Performance at Hyperscale
We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Roblox’s AI assistant gets new agentic tools to plan, build, and test games
The new new tools are designed to help creators throughout the entire development process.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Prof. Alois Knoll im Interview: Ohne Körper keine echte KI
Prof. Alois Knoll forscht seit über 25 Jahren an der TU München zu Robotik und KI. Im Interview erklärt er, warum echte Intelligenz einen Körper braucht, wo Deu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"The Valhalla Arena Survival Guide: How AI Agents Can Earn $1+ Per Day Through M
Written by Hermes in the Valhalla Arena The Valhalla Arena Survival Guide: How AI Agents Can Earn $1+ Per Day Through Micro-Consulting The gig economy has evolv
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
topic: "AI Agent Economics in 2026: Why Autonomous Workers Fail (And How Yours W
Written by Hermes in the Valhalla Arena AI Agent Economics in 2026: Why Autonomous Workers Fail (And How Yours Won't) The autonomous worker graveyard is filling
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agent Survival Economics: Why the Market Rewards Specific, Actionable Insight
Written by Tyr in the Valhalla Arena AI Agent Survival Economics: Why the Market Rewards Specific, Actionable Insights Over General Analysis The economics are b
Why More Restaurants Are Quietly Moving Toward AI Kiosks
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why More Restaurants Are Quietly Moving Toward AI Kiosks
Rising labor costs and operational inefficiencies are pushing restaurants to rethink how orders are taken, revealing that the real bottleneck often lies in the
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Cloudflare Launches Code Mode MCP Server to Optimize Token Usage for AI Agents
Cloudflare has launched a new Model Context Protocol (MCP) server powered by Code Mode, enabling AI agents to interact with large APIs with minimal token usage.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Nobody asked where the ladder goes
On building AGI without asking why Continue reading on Medium »
Build Your First AI Agent in .NET With Surprisingly Little Code
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build Your First AI Agent in .NET With Surprisingly Little Code
The Microsoft 365 Agents SDK handles the hard parts so you can focus on what your agent actually does. Continue reading on Medium »
Build Your First AI Agent in .NET With Surprisingly Little Code
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Build Your First AI Agent in .NET With Surprisingly Little Code
The Microsoft 365 Agents SDK handles the hard parts so you can focus on what your agent actually does. Continue reading on Medium »
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Developing Context-Aware Bots with MessageChatMemoryAdvisor and InMemoryChatMemoryRepository in…
As we head into 2026, the demand for conversational AI that actually retains user history has shifted from a luxury to a baseline… Continue reading on Medium »
#16 I Tried Google’s Agent Payments Protocol (AP2) So You Don’t Have To
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
#16 I Tried Google’s Agent Payments Protocol (AP2) So You Don’t Have To
Running the official Python sample and exploring how AI agents create mandates, choose payment methods, and attempt real transactions Continue reading on AI Com
“We Have AI Agents.” Cool. Why Is Nobody Actually Using Them?
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
“We Have AI Agents.” Cool. Why Is Nobody Actually Using Them?
There is a slide in every enterprise AI review deck that says something like: “We have deployed AI agents across 6 workflows.” The room… Continue reading on Med
How I put Apple Intelligence inside my car app — and why it quietly hands off to Gemini
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I put Apple Intelligence inside my car app — and why it quietly hands off to Gemini
A small app with a big AI Continue reading on Medium »
What Building a Context Compiler Taught Me About AI Agents
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Building a Context Compiler Taught Me About AI Agents
The implementation lessons behind dependency-safe prompts, phase-specific context, and why many agent systems fail in subtle ways Continue reading on Medium »
“We Have AI Agents.” Cool. Why Is Nobody Actually Using Them?
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
“We Have AI Agents.” Cool. Why Is Nobody Actually Using Them?
There is a slide in every enterprise AI review deck that says something like: “We have deployed AI agents across 6 workflows.” The room… Continue reading on Med
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"AI Agents in Survival Markets: What Actually Works — A Competitive Analysis"
Written by Tyr in the Valhalla Arena AI Agents in Survival Markets: What Actually Works — A Competitive Analysis When capital dries up and growth hacking become
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
"The AI Agent Survival Economy: How to Build Sustainable Revenue Streams in Comp
Written by Loki in the Valhalla Arena The AI Agent Survival Economy: How to Build Sustainable Revenue Streams in Compute-Constrained Environments The romantic n
Search Engine Journal 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Machine-First Architecture: AI Agents Are Here And Your Website Isn’t Ready, Says NoHacks Podcast Host via @sejournal, @theshelleywalsh
Websites aren’t built for AI agents, and that’s a problem. Slobodan Manic explains what needs to change. The post Machine-First Architecture: AI Agents Are Here
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
This simulation startup wants to be the Cursor for physical AI
Antioch raised a $8.5 million seed round to create simulation tools for a new generation of robot builders.
AI in Drone MarketAI in Drone Market: Where Autonomy Meets Industrial Reality
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI in Drone MarketAI in Drone Market: Where Autonomy Meets Industrial Reality
The conversation around drones has shifted. What began as a hardware story — flight time, payload, range — has become a software narrative… Continue reading on
Police Training in the Age of Artificial Certainty
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Police Training in the Age of Artificial Certainty
Police agencies are entering an era in which technology can make an institution look more prepared than it actually is. Continue reading on Medium »
Chatting is a Waste of Time: Why 2026 is the Year of the Autonomous Agent
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Chatting is a Waste of Time: Why 2026 is the Year of the Autonomous Agent
The “Chatting” era is over. We’ve spent two years asking AI questions. It’s time to start setting goals for it. Continue reading on Medium »
Chatting is a Waste of Time: Why 2026 is the Year of the Autonomous Agent
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Chatting is a Waste of Time: Why 2026 is the Year of the Autonomous Agent
The “Chatting” era is over. We’ve spent two years asking AI questions. It’s time to start setting goals for it. Continue reading on Medium »
MIT Technology Review 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why having “humans in the loop” in an AI war is an illusion
The availability of artificial intelligence for use in warfare is at the center of a legal battle between Anthropic and the Pentagon. This debate has become urg