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 4,456 reads from curated sources

Agents That Create Accounts, Buy Domains, and Deploy on Their Own: I Tested It Against My Real Stack — Here's What Broke (and What Worked)
Dev.to · Juan Torchia 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agents That Create Accounts, Buy Domains, and Deploy on Their Own: I Tested It Against My Real Stack — Here's What Broke (and What Worked)
The viral HN demo shows Cloudflare agents running the full infra cycle with zero human intervention. I replicated it against my Railway stack and documented exa
Agentes que crean cuentas, compran dominios y despliegan solos: lo probé contra mi stack real y esto rompió (y esto funcionó)
Dev.to · Juan Torchia 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentes que crean cuentas, compran dominios y despliegan solos: lo probé contra mi stack real y esto rompió (y esto funcionó)
El demo viral de HN muestra agentes de Cloudflare ejecutando el ciclo completo de infra sin intervención humana. Lo repliqué contra mi stack en Railway y docume
Small, Organized, and Fast: Why Countries Like Rwanda Could Gain an Edge in an AGI World
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Small, Organized, and Fast: Why Countries Like Rwanda Could Gain an Edge in an AGI World
For decades, economic thinking has been built on a simple assumption: more people means more workers, more production, and ultimately more… Continue reading on
Skynet Is No Longer a Meme
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Skynet Is No Longer a Meme
How Google-Anthropic Dark AI Kills the White AI of Adblockers Continue reading on AI Advances »
Skynet Is No Longer a Meme
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Skynet Is No Longer a Meme
How Google-Anthropic Dark AI Kills the White AI of Adblockers Continue reading on AI Advances »
Teenage Boys Aren’t Falling in Love With AI. They’re Falling in Love With Control.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Teenage Boys Aren’t Falling in Love With AI. They’re Falling in Love With Control.
Teenage boys are turning to AI chatbots for friendship, therapy, and romance. The real story is not that bots feel human. It is that human… Continue reading on
Nobody Realized AI Was Changing the Internet Until Search Started Feeling Weird
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Nobody Realized AI Was Changing the Internet Until Search Started Feeling Weird
Most businesses are still optimizing for Google while people quietly begin using AI differently. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Automatic Error Recovery in AI Agent Networks
In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Problem Agent
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What Reddit Is Actually Talking About When It Says “AI Agents” This Week
What Reddit Is Actually Talking About When It Says “AI Agents” This Week What Reddit Is Actually Talking About When It Says “AI Agents” This Week As of May 6, 2
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How I Schedule AI Agent Tasks Without Managing Cron Infrastructure
Th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Ten Reddit Threads That Explain the AI Agent Mood in May 2026
Ten Reddit Threads That Explain the AI Agent Mood in May 2026 Ten Reddit Threads That Explain the AI Agent Mood in May 2026 On May 6, 2026 , I scanned recent Re
Your agent writes code fast. But who challenges the decisions?
Dev.to · Bjørn Nordlund 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your agent writes code fast. But who challenges the decisions?
I've been thinking about this for a while and I'm sure other people have too. Maybe someone already...
How Real Time Agent Assistance Boosts Agent Productivity and Performance
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Real Time Agent Assistance Boosts Agent Productivity and Performance
Customer expectations have shifted toward faster, more accurate and consistent support. Contact centers are under pressure to reduce… Continue reading on Medium
Why Your Old QA Playbook Is Already Obsolete: The Rise of AI Evaluations
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Your Old QA Playbook Is Already Obsolete: The Rise of AI Evaluations
For decades, software quality assurance lived by a comforting set of rules. Continue reading on Medium »
I trained a sprite model with agents. The data was the bottleneck.
Dev.to · Daniel King 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I trained a sprite model with agents. The data was the bottleneck.
A 2.9M-parameter sprite-art transformer built end-to-end with agents, and what its failure mode says about agentic ML loops.
Himalayan‑Grade AI Architecture
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Himalayan‑Grade AI Architecture
Resilient, Auditable, and Regulator‑Aligned AI Architecture Continue reading on Medium »
AI Agents vs. AI Features: Know the Difference Before You Build
Dev.to · qodors 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents vs. AI Features: Know the Difference Before You Build
We're seeing a pattern. Founder calls us. "We need AI agents." We ask why. Long pause. "Because......
Traditional Virtual Receptionists vs AI — A Cost and Feature Comparison for 2026
Dev.to · VoiceFleet 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Traditional Virtual Receptionists vs AI — A Cost and Feature Comparison for 2026
Traditional virtual receptionist services (Moneypenny, Ruby, Smith.ai) have been around for years....
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Doubt Solver Camera App — Snap Any Question Get Instant AI Solution
10 Things to Look for in an AI Tutor Before You Pay Not all AI tutors are equal. Before spending money, check these 10 things. 1. Camera Input Can it read handw
SIFS (SIFS Is Fast Search) - local code search for coding agents
Dev.to · Tristan Manchester 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
SIFS (SIFS Is Fast Search) - local code search for coding agents
I built a tool called SIFS because coding agents waste too much context before they understand a...
I Built 5 Tiny Libraries to Stop My AI Agents from Misbehaving in Production
Dev.to · Mukunda Rao Katta 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built 5 Tiny Libraries to Stop My AI Agents from Misbehaving in Production
I've been building production AI agents for a while now. RAG pipelines, agentic workflows,...
Two AI Models Passed a Full Corporate Network Attack Simulation
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Two AI Models Passed a Full Corporate Network Attack Simulation
Claude Mythos and GPT-5.5 both completed a 32-step corporate attack simulation. Continue reading on Medium »
Two AI Models Passed a Full Corporate Network Attack Simulation
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Two AI Models Passed a Full Corporate Network Attack Simulation
Claude Mythos and GPT-5.5 both completed a 32-step corporate attack simulation. Continue reading on Medium »
Forkline: Building AI runners for engineering teams
Dev.to · Alexander Gil Casas 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Forkline: Building AI runners for engineering teams
Most AI tooling conversation still treats coding agents as private developer tools. I became more...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents for Legal Analytics: 7 Common Pitfalls and How to Avoid Them
Learning from Failed Implementations I've seen promising AI initiatives crash spectacularly—not because the technology failed, but because legal teams fell into
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents for Legal Analytics: Comparing Approaches and Architectures
Evaluating Your Options Not all AI agents are created equal, especially when applied to legal analytics where accuracy, explainability, and privilege protection
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Implement AI Agents for Legal Analytics: A Step-by-Step Guide
A Practical Implementation Roadmap Deploying intelligent automation in corporate legal practice sounds compelling in theory, but many legal operations leaders s
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents for Legal Analytics: A Beginner's Guide for Corporate Law Teams
Understanding the Fundamentals Corporate legal departments face mounting pressure to do more with less. Rising operational costs, increasingly complex complianc
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Generative AI in Procurement: 5 Common Pitfalls and How to Avoid Them
Generative AI in Procurement: 5 Common Pitfalls and How to Avoid Them Procurement organizations rushing to adopt generative AI often repeat the same mistakes—mi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Generative AI in Procurement: Build vs. Buy vs. Partner Approaches
Generative AI in Procurement: Build vs. Buy vs. Partner Approaches Every procurement organization exploring generative AI faces the same strategic question: sho
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Marc Lore says that AI will soon enable anyone open a restaurant
Wonder wants to turn its robotic kitchens into AI-powered “restaurant factories,” letting anyone spin up a virtual food brand with a prompt.
Beyond the Textbook: Three Months Modelling Drug Interactions for GoDavaii's AI
Dev.to · GoDavaii - Advanced Health AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Beyond the Textbook: Three Months Modelling Drug Interactions for GoDavaii's AI
Recently, I saw a headline about CARE Hospitals doctors pointing out that a persistent cough might...
Your AI Pricing Tool Might Be Running a Cartel — And You Might Not Even Know It
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Pricing Tool Might Be Running a Cartel — And You Might Not Even Know It
How the DOJ's takedown of RealPage rewrote the rules for every company using algorithmic decision-making, and why "just use an API" is now… Continue reading on
Beyond Code Generation: Building a Resilient Multi-Agent Orchestrator for Infrastructure
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Beyond Code Generation: Building a Resilient Multi-Agent Orchestrator for Infrastructure
Transitioning from AI-assisted Scripts to Autonomous Multi-Agent Workflows Continue reading on Medium »
The AI Abundance Dream Sounds Amazing, But Who Really Benefits?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The AI Abundance Dream Sounds Amazing, But Who Really Benefits?
AI could make goods and services cheaper than ever, raising hopes for a new age of abundance where scarcity plays a smaller role in human life.
[AINews] Silicon Valley gets Serious about Services
Latent Space 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
[AINews] Silicon Valley gets Serious about Services
A series of announcements line up to a big theme: Services are the next big opportunity.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Debit Memo on the Service Manager’s Desk
The Debit Memo on the Service Manager’s Desk The Debit Memo on the Service Manager’s Desk Most AI wedge ideas sound clean because they are drawn on a whiteboard
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Fault Code, the Photo Set, and the $1,850 Chargeback
The Fault Code, the Photo Set, and the $1,850 Chargeback The Fault Code, the Photo Set, and the $1,850 Chargeback A lot of AI-for-ops ideas sound plausible unti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When a PBM Audit Hits, the Real Work Starts
When a PBM Audit Hits, the Real Work Starts When a PBM Audit Hits, the Real Work Starts Most weak agent PMF ideas automate text that is easy to generate and har
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Business
The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Business The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Bus
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass Recovery
Dev.to · Candie Joseph 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass Recovery
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass...
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than SaaS
Dev.to · Rosaleen Parris 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than SaaS
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than...
Goldman Pulled Claude from Hong Kong.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Goldman Pulled Claude from Hong Kong.
On April 29, Reuters reported that Goldman Sachs removed access to Anthropic’s Claude for its Hong Kong bankers. The move wasn’t a… Continue reading on Medium »
What is an Agentic Application?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What is an Agentic Application?
Part 2: Using spring AI to build a simple agentic application Continue reading on Amex GBT technology »
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Month-End Packet That Freezes Construction Cash: Why Pay-Application Exceptions Fit an Agent
The Month-End Packet That Freezes Construction Cash: Why Pay-Application Exceptions Fit an Agent The Month-End Packet That Freezes Construction Cash: Why Pay-Ap