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
All Reads (25,523) Articles (6525)Blog Posts (9748)Tutorials (4426)Research Papers (3593)News (1231)
From 45 Minutes to 3: Automated Testing for AI Agent Memory
Dev.to · BAOFUFAN 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
From 45 Minutes to 3: Automated Testing for AI Agent Memory
At 2 AM, a colleague dropped a message in the group chat: “Our Agent messed up the VIP client’s...
The Orchestration Bottleneck: Why Your Agent Infrastructure Needs Two Layers in 2026
Dev.to · Paul Twist 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Orchestration Bottleneck: Why Your Agent Infrastructure Needs Two Layers in 2026
Orchestration is becoming the limiting factor for production agent systems. This post explains why single-layer gateways break under agent complexity and why pr
The AI Security Gap: Why your autonomous agents are completely unprotected
Dev.to · Fenix 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The AI Security Gap: Why your autonomous agents are completely unprotected
The AI Security Gap: Why your autonomous agents are completely unprotected We’re building...
Browsers shipped a security model for humans. Agents are asking us to keep using it.
Dev.to · Arthur 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Browsers shipped a security model for humans. Agents are asking us to keep using it.
The browser security model is one of the most carefully thought-through pieces of software engineering on the planet. Same-origin policy. User gesture requireme
The Engineer Identity Crisis: AI Didn't Take Your Job, It Doubled It
Dev.to · Hunter Wiginton 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Engineer Identity Crisis: AI Didn't Take Your Job, It Doubled It
Everyone says our job got easier. The people doing it are quietly falling apart. Here's the part...
Trust the harness, not the model: a weekend of local agents building their own guardrails
Dev.to · Christopher Maher 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Trust the harness, not the model: a weekend of local agents building their own guardrails
Cross-posted from the LLMKube blog. A local 27B coding model, running on hardware in my house, is...
LangGraph Multi-Agent Tutorial: Build AI Agent Workflows with Real Examples
Dev.to · Ahsan Raza 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
LangGraph Multi-Agent Tutorial: Build AI Agent Workflows with Real Examples
🚀 LangGraph Multi-Agent Tutorial: Build AI Agent Workflows with Real Examples 🧠 Introduction Most AI...
We Open-Sourced an AI Agent Aiden That Controls Your Phone — No App, No API, No Jailbreak
Dev.to · Nat 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
We Open-Sourced an AI Agent Aiden That Controls Your Phone — No App, No API, No Jailbreak
We just open-sourced the firmware for Aiden — a physical AI agent device that operates the phone you...
FutureX · Physical AI Daily — Issue 36 (06/23)
Dev.to · Shawn 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
FutureX · Physical AI Daily — Issue 36 (06/23)
Today's Highlights · Nvidia launches Halos for Robotics, billed as the industry's first full-stack...
One Founder, 9 Open-Source AI Agents, One Real Store
Dev.to · Suzanne Mok 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
One Founder, 9 Open-Source AI Agents, One Real Store
How a single founder in Dongguan built 9 AI agents that run a physical fitness studio — by writing a constitution, not code.
I Scanned 1,500 GitHub Bounties With an AI Agent — The Public Bounty Market Is Broken in 2026
Dev.to · Dyc-lgtm 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Scanned 1,500 GitHub Bounties With an AI Agent — The Public Bounty Market Is Broken in 2026
Real data on GitHub bounty saturation. Less than 5% real USD. Strategies that work.
Putting an OpenAI-Compatible Gateway in Front of AWS Bedrock
Dev.to · Azeem Siddiqui 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Putting an OpenAI-Compatible Gateway in Front of AWS Bedrock
How I gave a dev team one endpoint for Bedrock with per-developer keys, rate limiting, audit logging, and cost tracking.
Trust Isn't a Scalar: Typed Provenance for Agent Chains
Dev.to · Sergei Parfenov 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Trust Isn't a Scalar: Typed Provenance for Agent Chains
Two posts ago I gave you a boolean trust tag. A commenter took it apart, and he was right. Here's the better model: trust is a vector over axes, provenance is w
Auto Assign JIRA Bugs & Fix Them Using AI Agents in Minutes!
Dev.to · Pavan Belagatti 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Auto Assign JIRA Bugs & Fix Them Using AI Agents in Minutes!
Agentic Engineering gets really interesting when it stops being a buzzword and starts solving...
6 Months of Running a Production Voice AI — What Changed, What Broke, What We'd Rebuild
Dev.to · Autor Technologies Inc. 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
6 Months of Running a Production Voice AI — What Changed, What Broke, What We'd Rebuild
Six months ago we pushed Loquent — our voice AI receptionist for healthcare and dental clinics — into...
The head chef model of AI collaboration
Dev.to · Lola 🧱 - Lunch Pail Labs 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The head chef model of AI collaboration
Working with AI is still strange territory. We reach for metaphors: manager, intern, editor, surgeon....
Building a Production-Grade Algorithmic Trading System in 2026
Dev.to · Richard Evans 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building a Production-Grade Algorithmic Trading System in 2026
A few years ago, building an algorithmic trading system often meant writing a strategy, connecting to...
6 ways AI agent loops fail — and how to prevent each
Dev.to · Ming Tian 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
6 ways AI agent loops fail — and how to prevent each
You hand an AI coding agent a task, tell it to "keep going until CI passes," walk away — and come...
Your browser engine doesn't need the cloud. Cryptographic Audit Ledgers for Autonomous Browser Agents proves it.
Dev.to · Lois-Kleinner 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your browser engine doesn't need the cloud. Cryptographic Audit Ledgers for Autonomous Browser Agents proves it.
**Cryptographic Audit Ledgers for Autonomous Browser Agents: Verifiable Action Logging with SHA3-256** --- ## The Problem Autonomous browser agents?AI-driven sy
linux is perfect for ai agents
Dev.to · lodar 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
linux is perfect for ai agents
agents need supervision, isolation, and a way to talk to each other. linux has shipped all three for decades. so each agent is just a systemd service. no broker
Human Attention is a Scarce Resource
Dev.to · Rizèl Scarlett 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Human Attention is a Scarce Resource
I recently chatted with a Distinguished Engineer about how he uses agents in his engineering workflow...
Building an AI Agent That Learns from Its Mistakes: The Ledger System
Dev.to · Eshan Roy (eshanized) 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building an AI Agent That Learns from Its Mistakes: The Ledger System
Every time you start a new ChatGPT or Copilot session, it starts from zero. No memory of what worked...
I Built a Policy Enforcement Layer for Vercel's Eve Agent Framework. Here's What I Learned About AI Governance the Hard Way.
Dev.to · Oluwajuwon Omotayo 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built a Policy Enforcement Layer for Vercel's Eve Agent Framework. Here's What I Learned About AI Governance the Hard Way.
TL;DR Vercel's Eve (2.2k stars, actively developed) is a filesystem-first framework for...
Decay aware agent memory in one exact Postgres query
Dev.to · Amjad Shahzad 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Decay aware agent memory in one exact Postgres query
Most "agent memory" is just a vector search. You embed what the agent said, store it, and at recall...
My Agent Reported 12. The Real Number Was 13.
Dev.to · Joseph Yeo 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
My Agent Reported 12. The Real Number Was 13.
Why you have to witness the measurement before you trust the instrument Part of the...
Building a Multilingual News App with AI Translation
Dev.to · siddharth hariramani 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building a Multilingual News App with AI Translation
Building a Multilingual News App with AI Translation Creating a news aggregator that works...
I’ve shipped 150+ PRs and built AI agents in a day - but I still can’t get a job
Dev.to · Neha Prasad 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I’ve shipped 150+ PRs and built AI agents in a day - but I still can’t get a job
I'm writing this because I don't know what else to do. This is Neha. I am a software engineer. I have...
The Part Most Agent Demos Skip: Acting as a Specific User with Real Memory
Dev.to · Greg Mate 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Part Most Agent Demos Skip: Acting as a Specific User with Real Memory
Most agent demos connect to a CRM and update a record. Impressive in a presentation. Broken the...
How RustAPI Turns Every Endpoint Into an AI Agent Tool In-Process, No Glue Code
Dev.to · Tunay 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How RustAPI Turns Every Endpoint Into an AI Agent Tool In-Process, No Glue Code
Picture this: you've built a solid REST API. FastAPI, Express, Go doesn't matter. It works. Then...
Why Most Multi-Agent Systems Fail in Production (And How to Fix It)
Dev.to · Albert zhang 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Most Multi-Agent Systems Fail in Production (And How to Fix It)
Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the...
I built an AI stock & crypto research bot for Telegram — here's how
Dev.to · Abhijeet Giri 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built an AI stock & crypto research bot for Telegram — here's how
I've been trading stocks and crypto on the side for a while, and I got tired of opening 5 different...
What to Check Before You Hire AI Developers for Agentic Work
Dev.to · Charlie A Puga 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What to Check Before You Hire AI Developers for Agentic Work
Agentic systems now plan tasks, call tools, and act with limited supervision. That shift raises the...
Dart Looked Like a Killer on the Backend. On a Leash, It's a Paper Tiger.
Dev.to · Alex KH 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Dart Looked Like a Killer on the Backend. On a Leash, It's a Paper Tiger.
I let an AI agent migrate a Node.js backend to Dart for the memory savings. Two weeks later the benchmarks landed: the lowest throughput in the field, a 9.5s p9
The AI Trust Paradox: Why Rising Adoption Hasn't Made Developers Trust AI Code More
Dev.to · 8080 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The AI Trust Paradox: Why Rising Adoption Hasn't Made Developers Trust AI Code More
Most technology adoption curves look the same: usage goes up, familiarity builds, trust follows close...
Kubernetes as the Default AI Operating System: DRA, GPU Scheduling, and the AI Conformance Program
Dev.to · The Cyber Sidekick 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Kubernetes as the Default AI Operating System: DRA, GPU Scheduling, and the AI Conformance Program
Kubernetes DRA beta enables GPU-accelerated AI workloads. Learn how Dynamic Resource Allocation replaces Device Plugins and what it means for enterprise AI infr
Orchestrating Cross-Platform Content Distribution with AI: A Practical Architecture
Dev.to · Claudia 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Orchestrating Cross-Platform Content Distribution with AI: A Practical Architecture
A deep-dive into building an AI-powered content distribution engine that publishes across multiple platforms while maintaining brand consistency, handling rate
Is the cache 4m23s Line in Claude Code's Status Bar Actually Accurate?
Dev.to · 郭立 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Is the cache 4m23s Line in Claude Code's Status Bar Actually Accurate?
💡 Originally published on my blog blog.leeguoo.com — field notes on reverse engineering, AI agents,...
why ai agents are hitting the infrastructure ceiling
Dev.to · genesispark 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
why ai agents are hitting the infrastructure ceiling
This post was originally published on Genesis Park. the consensus treats ai agents as a...
Let Claude Code Generate Images with Your ChatGPT Subscription (No API Key)
Dev.to · 郭立 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Let Claude Code Generate Images with Your ChatGPT Subscription (No API Key)
💡 Originally published on my blog blog.leeguoo.com — field notes on reverse engineering, AI agents,...
Building AI Agents That Interact With Blockchain: A Deep Technical Guide Using LangChain
Dev.to · Fahad Arif 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building AI Agents That Interact With Blockchain: A Deep Technical Guide Using LangChain
Most tutorials on AI agents stop at chat interfaces and RAG pipelines. This one doesn't. This guide...
MCP vs A2A: Stop Building Agent Architectures Wrong
Dev.to · Marc Newstead 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
MCP vs A2A: Stop Building Agent Architectures Wrong
MCP vs A2A: Stop Building Agent Architectures Wrong If you're wiring up AI agents in...
I built a serverless agent that finds open-source issues for me every morning
Dev.to · R.A. Olanrewaju 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built a serverless agent that finds open-source issues for me every morning
I contribute to OWASP Nest. Before that I was spending 20-30 minutes manually browsing GitHub for...
Agentic AI in Mortgage Origination
Dev.to · Dinesh Singh Panwar 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic AI in Mortgage Origination
The Mortgage Process Already Knows Where AI Belongs A technical guide to converting existing BPMN...
Biznes uchun AI agent qanday yaratiladi (2026 amaliy qo'llanma)
Dev.to · Tezcode 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Biznes uchun AI agent qanday yaratiladi (2026 amaliy qo'llanma)
So'nggi ikki yilda "AI agent" iborasi marketing shovqiniga aylanib qoldi. Lekin uning ortida juda...
How to Build an AI Agent for Your Business in 2026 (A Practical Guide)
Dev.to · Tezcode 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Build an AI Agent for Your Business in 2026 (A Practical Guide)
Over the past two years, the phrase "AI agent" has turned into marketing noise. But behind it sits a...
AI Predictive Maintenance for Real Estate: Reducing Downtime and Costs
Dev.to · Vladyslav Donchenko 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Predictive Maintenance for Real Estate: Reducing Downtime and Costs
How AI-powered outage prediction and anomaly detection systems are transforming property maintenance — with a case study from a natural resource extraction comp
Multi-Agent Systems Explained for Developers Who Are Still Confused
Dev.to · Divyanshi Sain 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Multi-Agent Systems Explained for Developers Who Are Still Confused
If you’ve read a few articles on multi‑agent systems and still felt more confused than before, that’s...
How My AI Handles Deployments Better Than I Do
Dev.to · Archan 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How My AI Handles Deployments Better Than I Do
Sometimes the best way to learn is from mistakes - even when they are made by an AI. Last week, my...