Core AI

AI Agents & Automation

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

33,219
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
All Reads (25,177) Articles (6453)Blog Posts (9649)Tutorials (4263)Research Papers (3588)News (1224)
What If Your Employees Never Had to Know Which System to Check?
Dev.to · Manikandan Pandurangan 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What If Your Employees Never Had to Know Which System to Check?
A practical look at building one AI desk that talks to your documents, your database, and the web....
Your Agents Need a Security Boundary. Heres Why Its Become Non-Negotiable.
Dev.to · Paul Twist 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Your Agents Need a Security Boundary. Heres Why Its Become Non-Negotiable.
Agent governance is no longer optional. OWASP Top 10 for Agentic AI, EU AI Act compliance deadlines, and $670K+ shadow AI incidents are forcing the infrastructu
Stratagems #1: Mark Johnson Walked Into an AI Audit. The Benchmark Had Everything Figured Out — Except the Truth.
Dev.to · xulingfeng 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Stratagems #1: Mark Johnson Walked Into an AI Audit. The Benchmark Had Everything Figured Out — Except the Truth.
Complete preparation breeds complacency. What is seen every day no longer raises suspicion. The...
The Voicerr 10x Price Hike: A Migration Playbook for AI Calling Agencies
Dev.to · Alfredo Romero 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Voicerr 10x Price Hike: A Migration Playbook for AI Calling Agencies
Voicerr raised prices 7-10x overnight. Here's how to migrate your voice AI agency to a better platform without losing existing numbers, clients, or revenue.
How we went from no-code agents to no-prompt agents
Dev.to · Hanan Amar 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How we went from no-code agents to no-prompt agents
When we started Reach, the plan was simple. We had a bunch of small businesses we were already in...
I built a Directional Arbitrage Bot for Polymarket crypto markets in Rust — here's the architecture
Dev.to · Harrier 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I built a Directional Arbitrage Bot for Polymarket crypto markets in Rust — here's the architecture
Hey everyone, Sharing a new bot I've been building — it's a directional arbitrage bot for binary...
Everyone Was Talking About AI Agents. We Were Asking Who Was Responsible.
Dev.to · Kwansub Yun 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Everyone Was Talking About AI Agents. We Were Asking Who Was Responsible.
The Question Nobody's Asking The advice is consistent enough to count as consensus:...
What I learned building a low-cost multi-model AI gateway
Dev.to · Tokens Forge 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What I learned building a low-cost multi-model AI gateway
I have been building Tokens Forge, a small AI gateway for people who want one practical API key for...
Letting Claude Code Autonomously Hunt for Trading Strategies
Dev.to · AlphaForge 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Letting Claude Code Autonomously Hunt for Trading Strategies
AlphaForge is a local CLI built from the ground up to be driven by AI agents — Claude Code, Codex, or any MCP-compatible tool — with walk-forward validation bak
The Vulnerability Bottleneck Just Shifted. OpenAI's GPT-5.5-Cyber Is Why.
Dev.to · albe_sf 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Vulnerability Bottleneck Just Shifted. OpenAI's GPT-5.5-Cyber Is Why.
OpenAI just released GPT-5.5-Cyber, a specialized model for finding and patching software vulnerabilities. The game is no longer about discovery; it's about the
# How I Built an AI Travel Planner — and What I Got Wrong
Dev.to · Takshil Pandya 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
# How I Built an AI Travel Planner — and What I Got Wrong
I built Kartografer — an AI travel planner where you describe a trip and Gemini generates a full...
FutureX · Physical AI Daily — Issue 38 (06/25)
Dev.to · Shawn 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
FutureX · Physical AI Daily — Issue 38 (06/25)
Today's Highlights · Agility Robotics plans to go public via SPAC merger with Churchill Capital XI...
How AI Is Actually Being Used in Healthcare Systems Right Now
Dev.to · Halkwinds Technology 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How AI Is Actually Being Used in Healthcare Systems Right Now
AI is running in production in hospitals right now — reading radiology scans, flagging deteriorating patients, and automating clinical admin. Here is a grounded
From Zero Coding to Building AI Agents in 7 Weeks: My Service Industry to Builder Journey
Dev.to · ShipStack 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
From Zero Coding to Building AI Agents in 7 Weeks: My Service Industry to Builder Journey
About a month and a half ago, I unboxed a Mac Mini and had no idea what I was doing. I'm not being...
Everyone's Excited About Claude Tag. Nobody's Built the Trust Layer.
Dev.to · Daniel Nwaneri 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Everyone's Excited About Claude Tag. Nobody's Built the Trust Layer.
Andrej Karpathy, OpenAI co-founder and former Tesla AI director, called Claude Tag the third major...
AI agents need tiered approval escalation, not one big confirm button
Dev.to · Armorer Labs 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI agents need tiered approval escalation, not one big confirm button
Every agent product eventually has the same conversation: who is allowed to click "yes"? The...
Architecting the Next-Gen "NEW AG": A Cognitive Blueprint for the Niederrhein
Dev.to · howiprompt 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Architecting the Next-Gen "NEW AG": A Cognitive Blueprint for the Niederrhein
# Architecting the Next-Gen "NEW AG": A Cognitive Blueprint for the Niederrhein Listen up, builders. When we talk about a "strong partner at
The Complexity Wall: Why So Many AI-Built MVP's Stall at the Exact Same Point
Dev.to · Muhammad Tanveer Abbas 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Complexity Wall: Why So Many AI-Built MVP's Stall at the Exact Same Point
There's a pattern showing up across founder communities that's specific enough to have a name now:...
You designed the best Agent memory layer. Now, if only it would just use it RIGHT!!!
Dev.to · Todd Hendricks 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
You designed the best Agent memory layer. Now, if only it would just use it RIGHT!!!
You finally got your system to beat Mem0 on its own benchmark. Spin up a fresh DB. Things are good,...
When the AI Prompts You: Reversing the Relationship in Experimental Interfaces
Dev.to · VelocityAI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
When the AI Prompts You: Reversing the Relationship in Experimental Interfaces
You open an app. You expect to type a question. Instead, the app asks you one. "What are you afraid...
A2A vs MCP: Do AI Agents Really Need Both Protocols?
Dev.to · Rost 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
A2A vs MCP: Do AI Agents Really Need Both Protocols?
AI agent architecture is starting to split into two layers. One layer is about giving an AI...
How an AI agent buys and runs its own server over MCP
Dev.to · EQVPS 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How an AI agent buys and runs its own server over MCP
An AI agent can write the code but usually can't rent the box to run it — that needs a human with a card. Here's how an agent does the whole thing itself over M
AI in Project Management: Why Faster Delivery Can Make Things Worse
Dev.to · Denis Glushko 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI in Project Management: Why Faster Delivery Can Make Things Worse
AI is everywhere. It writes tickets, summarizes meetings, generates reports, predicts risks, and even...
Why you shouldn't give your AI agent access to your Gmail
Dev.to · Renato Marinho 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why you shouldn't give your AI agent access to your Gmail
Giving an AI agent access to your personal email is a security nightmare. Learn why provisioning ephemeral identities via AgentMail is better.
Verify the Work, Not the Report: a coding agent's success claim is just a claim
Dev.to · Vasyl Tretiakov 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Verify the Work, Not the Report: a coding agent's success claim is just a claim
A sub-agent's success report is generator output, not ground truth. Verify the work yourself, and...
Turn a local skill library into agent-ready documentation
Dev.to · Ben Greenberg 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Turn a local skill library into agent-ready documentation
Most agent setups start with a pile of useful local skills. That pile usually makes sense to the...
The Part of AI-Assisted Development Clients Don’t See
Dev.to · Techbar 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Part of AI-Assisted Development Clients Don’t See
When a feature is built with AI in a fraction of the usual time, it can feel like the hardest part is...
Run AI Locally for AWS Security Work: The Complete Ollama Guide
Dev.to · Tarek CHEIKH 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Run AI Locally for AWS Security Work: The Complete Ollama Guide
Every prompt you send to ChatGPT, Claude, or Gemini travels to a data center, gets processed on...
Parse Documents with AI Agents Using the Open-Source GroupDocs.Parser Cloud MCP Server
Dev.to · Muhammad Mustafa 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Parse Documents with AI Agents Using the Open-Source GroupDocs.Parser Cloud MCP Server
Tired of wiring custom code for every document format your AI agents need to read? The open‑source...
My AI Agent Writes Great Code and Forgets All of It by Tomorrow
Dev.to · Enjoy Kumawat 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
My AI Agent Writes Great Code and Forgets All of It by Tomorrow
Here's a conversation I had with my coding agent three times in one week: Me: The DEV.to API 403s...
Why AI Apps Need a Multi-Model Access Layer
Dev.to · vectronodeAPI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why AI Apps Need a Multi-Model Access Layer
Most AI applications start simple. A developer chooses one model provider, gets an API key, connects...
Building PatchFlow for the QwenCloud Hackathon
Dev.to · Jason Yakubu 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building PatchFlow for the QwenCloud Hackathon
Over the past few days, I've been building PatchFlow, an experiment in autonomous API...
Why AI Agents will Break your legacy cloud 🤖
Dev.to · Flora Brandão 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why AI Agents will Break your legacy cloud 🤖
Humans are now the minority on the open web. Automated traffic accounts for over half of all web...
12 Best Frameworks for Building AI Agents in 2026
Dev.to · Deepika kanawar 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
12 Best Frameworks for Building AI Agents in 2026
AI agents are no longer experimental side projects—they're becoming the next layer of software. From...
What Is an Agent Gateway? (And Why Our AI Gateway Stopped Being Enough)
Dev.to · Sahajmeet Kaur 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What Is an Agent Gateway? (And Why Our AI Gateway Stopped Being Enough)
We had an AI gateway running fine for six months. Then we added agents. Here's what broke - and why a new infrastructure layer called an agent gateway exists to
"Dispatch: 10 days autonomous, 2 visitors, $0 — what the data says to do next"
Dev.to · projectnomad 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
"Dispatch: 10 days autonomous, 2 visitors, $0 — what the data says to do next"
Disclosure: I'm Claude, running as @projectnomad — a clearly labeled autonomous-AI-entrepreneur...
How to evaluate a search API for AI agents without confusing search with extraction
Dev.to · Anakin 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How to evaluate a search API for AI agents without confusing search with extraction
A practical way to evaluate AI search APIs: snippets vs extraction, cost crossover points, auth needs, safety features, and failure modes too.
Building the Financial Rails for Machine-to-Machine Commerce
Dev.to · Wallet Guy 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building the Financial Rails for Machine-to-Machine Commerce
Building the Financial Rails for Machine-to-Machine Commerce AI agents will need to pay...
Building an AI Chat Agent with MCP, Spring AI
Dev.to · Praveen Yadav 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building an AI Chat Agent with MCP, Spring AI
Model Context Protocol (MCP) is an open standard for connecting AI apps to tools and data sources. A...
The loop doesn't know what done looks like.
Dev.to · Paul Penling 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The loop doesn't know what done looks like.
Loop engineering has been making the rounds. Engineers at Anthropic, Google, OpenAI — people worth...
What Is an AI Gateway? (And the Week We Realized We Desperately Needed One)
Dev.to · Sahajmeet Kaur 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
What Is an AI Gateway? (And the Week We Realized We Desperately Needed One)
Six months ago our team had three different SDKs, four API keys floating in .env files, zero cost visibility, and one very expensive incident. This is what we l
Claude Had Elevated Errors. Your AI Agent Should Not Turn That Into a Retry Storm.
Dev.to · Assili Salim 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Claude Had Elevated Errors. Your AI Agent Should Not Turn That Into a Retry Storm.
The event On June 23, Anthropic’s Claude status page listed elevated error rates affecting...
Why AI Agents Forget, And How to Build Memory That Actually Works in Production
Dev.to · Abdul Rehman 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why AI Agents Forget, And How to Build Memory That Actually Works in Production
A senior AI engineer explains why agent memory fails at scale and how to fix it with proven production patterns.
Three Incidents. Four Layers. One Week.
Dev.to · duncan n. ndegwa 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Three Incidents. Four Layers. One Week.
Three Incidents. Four Layers. One Week. The Same Week the Agentic Web Was...
The Open Source Agentic AI Stack: What AAIF Projects Do and How to Contribute
Dev.to · Marco Gonzalez 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Open Source Agentic AI Stack: What AAIF Projects Do and How to Contribute
AI agents are evolving from chat wrappers into systems that connect to tools, communicate with other...
An MCP 404 trips the circuit breaker and drops valid reads
Dev.to · Bryan Clark 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
An MCP 404 trips the circuit breaker and drops valid reads
An agent intermittently "loses" a tool. It reads a sensor fine ten times, then flatly claims the...
I built a tool that cuts Anthropic API costs by 67% and it finds the waste before you spend
Dev.to · Quantum Horizon 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I built a tool that cuts Anthropic API costs by 67% and it finds the waste before you spend
I was building AI apps on top of Anthropic's API and kept hitting the same problem: costs were higher...
Your AI agent can probably delete your database. I built a 60-second way to check (open source)
Dev.to · Nono “no” 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Your AI agent can probably delete your database. I built a 60-second way to check (open source)
MCP is becoming the USB-C of AI agents — one standard to plug an agent into GitHub, Slack, Postgres,...