Core AI

AI Agents & Automation

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

33,538
lessons
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
All Reads (25,477) Articles (6515)Blog Posts (9742)Tutorials (4397)Research Papers (3593)News (1230)
A Simple Framework for Automating Daily Report Pipelines With Claude
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
A Simple Framework for Automating Daily Report Pipelines With Claude
I’ve been paying attention to how quickly frontier AI capability is moving models like Claude Mythos and Claude Fable are pushing that… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Why AI Agent Orchestration Is Becoming the Backbone of Modern Enterprise Systems
By 2027, 65% of enterprise AI deployments will involve multiple AI agents working in coordination — up from fewer than 15% in 2024 (Gartner, 2024). Yet most org
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Stop Building Agent Memory. Your Agent Doesn't Need It.
Stop Building Agent Memory. Your Agent Doesn't Need It. Last week I looked at my Redis dashboard and realized something: 4 out of 5 agent memory databases had z
Predicting When a Client Will Actually Pay: Modeling Invoice Timing With an AI Agent
Dev.to · Kynth Studios 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Predicting When a Client Will Actually Pay: Modeling Invoice Timing With an AI Agent
The single hardest thing about getting paid isn't writing the invoice. It's the follow-up — knowing...
Retro-Downfall Arcanum
Dev.to · Matthew Hamilton 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Retro-Downfall Arcanum
🎲 A Tale of Inference Woes 🎲 Thy context window overflows with dread, Thy API keys scattered 'cross...
I Built an AI Agent That Remembers Why Customers Leave (And I'm Building My Way Into AI Development)
Dev.to · Simbyheart 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
I Built an AI Agent That Remembers Why Customers Leave (And I'm Building My Way Into AI Development)
With over 5 years in customer support and retention, I've lost count of how many times I've seen the...
What Are the Implications of Artificial Intelligence on Flight Training in the United States?
Dev.to · Kevin from MockDPE 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
What Are the Implications of Artificial Intelligence on Flight Training in the United States?
My name is Kevin. I’m a backend engineer by trade, but also a commercial pilot. I am fortunate enough...
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
AI Agents Have Entered the Reality-Check Phase: Productivity Is Real, but Governance Will Decide…
The AI conversation is changing again. Continue reading on Medium »
AI Agents for Business: What They Are and How US Companies Are Deploying Them in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
AI Agents for Business: What They Are and How US Companies Are Deploying Them in 2026
AI agents for business 2026 have quietly moved from experimental pilots to daily operations. If a competitor of yours is responding to… Continue reading on Medi
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Why I’m Planning to Build an Intelligent Multi-Model AI Router
I am still at the beginning of this project. I have not finalized every model, every score, or every routing rule, and I do not want to… Continue reading on Med
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Create AI Agent in 25 Minutes No Coding
The demand for easy AI agent creation is clear, with trends like "From Zero to Your First AI Agent in 25 Minutes (No Coding)" and "AI Agents Explained: How to C
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
AI Networking Terminology Explained: A2A, MCP, and ANP
AI Networking Terminology Explained: A2A, MCP, and ANP If you're building with autonomous agents in 2026, you've probably run into three acronyms that get throw
Building an Autonomous Marketing OS: A Provider-Agnostic, Human-Gated Agent Pipeline for Production
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
Building an Autonomous Marketing OS: A Provider-Agnostic, Human-Gated Agent Pipeline for Production
How we architected a multi-agent system that runs marketing operations continuously — without locking into one LLM vendor, and without… Continue reading on Medi
The date format that broke my production AI agent (and the boring fix)
Dev.to · Kim-Like 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
The date format that broke my production AI agent (and the boring fix)
The demo was clean. Forty-three test cases, all passing. The agent took a structured input, processed...
When AI Manages Better Than We Do
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
When AI Manages Better Than We Do
The greatest disruption of artificial intelligence isn’t automation — it’s the end of management as we know it. Continue reading on Medium »
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
This is the hands-on companion to Part 1: The Critic Agent — Teach Your AI to Check Its Own Work. There, we covered the idea: a separate… Continue reading on To
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Building a Critic-Agent Loop: Scores, Refinement, and Guardrails
This is the hands-on companion to Part 1: The Critic Agent — Teach Your AI to Check Its Own Work. There, we covered the idea: a separate… Continue reading on To
Shipping Agentic AI to Production: What Building Aura Taught Me About Orchestration, Tool Calls…
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Shipping Agentic AI to Production: What Building Aura Taught Me About Orchestration, Tool Calls…
A Cloud Engineer’s field notes from turning a Gen AI demo into a system that writes to the real internet — and has to be trusted while… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Grok Voice Agent Builder Guide: How to Use It, Best Prompts & Use Cases (2026)
Grok Voice Agent Builder Guide: How to Use It, Best Prompts & Use Cases (2026) TL;DR: This Grok Voice Agent Builder guide shows you how to build a no-code A
Stop Letting Your AI Agent Remember Every Mistake
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Stop Letting Your AI Agent Remember Every Mistake
Whether you’re building an AI coding assistant, a customer support bot, or an autonomous research agent, there’s one hidden problem that… Continue reading on Me
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Building CivicSense AI: An End-to-End AI Platform for Smarter Urban Monitoring
Every city faces the same challenge — traffic violations and civic issues happen every day, but many go unnoticed until they become… Continue reading on Medium
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Building CivicSense AI: An End-to-End AI Platform for Smarter Urban Monitoring
Every city faces the same challenge — traffic violations and civic issues happen every day, but many go unnoticed until they become… Continue reading on Medium
Your AI agent's trust score can be faked. Here's the one check that can't.
Dev.to · Andy Salvo 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Your AI agent's trust score can be faked. Here's the one check that can't.
A preregistered study shows AI agents pick a counterfeit counterparty 99% of the time when trust is displayed, not performed. Why multi-dimensional trust scores
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
How to Create a Claude Project: Step-by-Step Guide (2026)
Every time you open a new chat with Claude, it starts from scratch. It doesn't know you're a developer. It doesn't know what company you work for or what tone y
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
I built an AI agent that catches other AI agents' fake citations in 4 days, on Qwen Cloud
I built an AI agent that catches other AI agents' fake citations — in 4 days, on Qwen Cloud How "vibe citing" became a product, and what I learned making one LL
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
Task Marketplace Architecture: How RoboRent Scales AI Workers
Task Marketplace Architecture: How RoboRent Scales AI Workers When you're building a system that coordinates thousands of AI agents and human workers processing
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
AI Networking Best Practices for Secure, Scalable Multi-Agent Systems
Multi-agent AI systems have outgrown simple client-server networking. When you have dozens or hundreds of autonomous agents spread across clouds and regions, th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
Unlocking the Future: What is Agentic AI and How It's Transforming Development
Unlocking the Future: What is Agentic AI and How It's Transforming Development In the rapidly evolving landscape of artificial intelligence, a new paradigm is e
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
Leveraging AI for Deeper Client Insight: Conversations, Assessments, and Progress
We need to produce a concise 400-500 word educational Dev.to article. Must be between 400-500 words inclusive. Need to count words. Title, subheadings, paragrap
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
AI agents now rely on RSS for structured content feeds
TL;DR A protocol from 2002, RSS, is still powering the $25B podcast industry and is now needed by AI agents. RSS provides a deterministic list of new content, s
The Rise of Contract-Based Agents: Comparing My "Contract-First" Approach to Karpathy's "LOOPS.md"
Dev.to · Akshat Soni 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
The Rise of Contract-Based Agents: Comparing My "Contract-First" Approach to Karpathy's "LOOPS.md"
Introduction The conversation around AI agents is shifting rapidly from "vibe-based...
Why AI in Insurance Fails Without a Universal Semantic Layer Strategy
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Why AI in Insurance Fails Without a Universal Semantic Layer Strategy
A Snowflake architect’s view on why Cortex Analyst, BI dashboards, and your actuaries need to agree on what “loss ratio” means before any… Continue reading on M
The Benefits and Challenges of Artificial Intelligence in Healthcare
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
The Benefits and Challenges of Artificial Intelligence in Healthcare
A closer look at where AI is already changing medicine, where the evidence is still thin, and what regulators are doing about it Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
We Stopped Passing Prompts. We Started Sharing Memory.
We Stopped Passing Prompts. We Started Sharing Memory. Every multi-agent AI demo looks almost the same. One agent generates something. Another agent consumes th
Building a Real-Time "Immune System" for AI Agents: Securing LangGraph Workloads Against Injections and Drift
Dev.to · Ata 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Building a Real-Time "Immune System" for AI Agents: Securing LangGraph Workloads Against Injections and Drift
Discover SentinelCell, an enterprise-grade autonomous middleware designed to intercept, validate, and self-heal Multi-Agent System (MAS) traffic in real-time.
Why I Built ACP: A Coordination Platform for Autonomous Coding Agents
Dev.to · Chris M. Pérez 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Why I Built ACP: A Coordination Platform for Autonomous Coding Agents
As coding agents continue to improve, I've noticed that the hardest problems are no longer about...
Building a Personal Learning Path Agent in typescript with HazelJS
Dev.to · Nisa Fatima 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Building a Personal Learning Path Agent in typescript with HazelJS
Learning new skills is one of the most rewarding activities we can undertake, but it's also...
The Test That Separates ANNA From Everything Else
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
The Test That Separates ANNA From Everything Else
https://youtube.com/shorts/4YTnLKXXIaY?feature=share Continue reading on Medium »
I Built an AI That Forgets on Purpose — and It Made It Smarter
Dev.to · Vinayak Sonthalia 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
I Built an AI That Forgets on Purpose — and It Made It Smarter
It's 3am, your site is down, and your AI confidently tells you to fix a server that was deleted a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
I Built an AI Bot That Makes Money While I Sleep
I Built an AI Bot That Makes Money While I Sleep Imagine waking up to a notification on your phone that you've made a significant amount of money while you were
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Your UCP agent passes conformance. It still pays the wrong amount.
Here's a shopping agent doing everything right. It discovers a store over UCP, links the user's account with OAuth, creates a checkout, and completes the purcha
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
I Built a CLI for Reusable AI-Agent Workflows
The Problem: Agent Workflows Are Still Hard To Share AI coding agents are getting better, but the workflows around them are still surprisingly manual. If you ha
Self-Updating Crypto Infrastructure: Watchtower + GHCR for AI Agent Wallets
Dev.to · Wallet Guy 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Self-Updating Crypto Infrastructure: Watchtower + GHCR for AI Agent Wallets
Self-Updating Crypto Infrastructure: Watchtower + GHCR for AI Agent Wallets Self-hosted...
Software Testing Reality Check: What I Learned Testing a Healthcare Platform with AI Agents
Dev.to · KunalJ Baghele 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Software Testing Reality Check: What I Learned Testing a Healthcare Platform with AI Agents
3 weeks. 3 products. 42+ bugs. Testing an Android app, a web app, and two AI agents together on one...
How I Gave Claude Code a Long-Term Memory: 5 Lessons from State Persistence
Dev.to · yureki_lab 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
How I Gave Claude Code a Long-Term Memory: 5 Lessons from State Persistence
TL;DR I run a fully autonomous implementation system built on Claude Code that works on my...
Citi boss Jane Fraser says 2 AI races will decide banking’s future
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Citi boss Jane Fraser says 2 AI races will decide banking’s future
Citigroup chief executive Jane Fraser says the financial sector is running two AI races at once, she told the South China Morning Post. The first is applying AI
Every Age Has Its Babel: AI, Agentic Commerce, and the Reconstruction of Ecosystems with Human…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Every Age Has Its Babel: AI, Agentic Commerce, and the Reconstruction of Ecosystems with Human…
In my previous chapters, I argued that artificial intelligence can no longer be understood merely as a productivity tool. AI is becoming a… Continue reading on
Why Your APM is Useless for AI Agents (And How We Scaled LLM Observability to Billions of Steps)
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Why Your APM is Useless for AI Agents (And How We Scaled LLM Observability to Billions of Steps)
We’ve all seen the architectural slide decks. An AI agent seamlessly plans a multi-step task, invokes three different tools, routes a… Continue reading on Mediu