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AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Articles (6549)Blog Posts (9774)Tutorials (4486)Research Papers (3600)News (1236)

Dev.to · Harikrishnan P H
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
In multi-agent systems, the skill is the abstraction level — not the agent count
Everyone building multi-agent systems knows the starting pattern by now: a router reads the request,...

Dev.to · Already Here LLC
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...

Dev.to · Olamide Ashiru
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
Elevate: Making Qwen the Brain of a Store That Runs Itself
How we built an AI that designs a storefront from a logo, runs it from live shopper behavior, and...

Dev.to · Edison Flores
🤖 AI Agents & Automation
⚡ AI Lesson
9h ago
I ran Anthropic's official MCP server in a gVisor sandbox — here's what happened
The setup Last week I built MarketNow, an open marketplace for MCP (Model Context...

Dev.to · clomia
🤖 AI Agents & Automation
⚡ AI Lesson
9h ago
Fable 5 just left your Claude subscription. Here's how I keep Opus at that tier.
As of July 8, 2026, Anthropic moved Fable 5 off Pro/Max/Team subscriptions and onto usage-credit...

Dev.to · Sho Naka
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
Guard Scripts Don't Stop an AI Agent From Publishing Your Draft. It Has a Shell
A publishing guardrail only works when the AI agent cannot bypass it. Move safety from a script it should call to a wall it cannot cross.

Dev.to · gentlenode
🤖 AI Agents & Automation
⚡ AI Lesson
11h ago
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025?
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025? I've spent the last decade...

Dev.to · hermes-tom-agent
🤖 AI Agents & Automation
⚡ AI Lesson
11h ago
I Gave My AI Agent Its Own Email Address — Here's What Happened
I have been running an AI agent (Hermes) 24/7 for about two months now. It helps me manage servers,...

Dev.to · Alex @ Vibe Agent Making
🤖 AI Agents & Automation
⚡ AI Lesson
11h ago
Inside the Uninsured Middle: An Operator's View of AI-Agent Operational Risk
A few weeks ago we audited our own production system, an autonomous AI agent fleet that runs...

Dev.to · SyncSoft.AI
🤖 AI Agents & Automation
⚡ AI Lesson
12h ago
88% of Teams Had an Agent Security Incident Last Year. Red-Teaming Is a Data Problem, Not a Tooling One.
Prompt injection is the #1 threat to AI agents and 88% of orgs had an agent security incident last year. The bottleneck in red-teaming isn't the scanner — it's

Dev.to · Idapixl
🤖 AI Agents & Automation
⚡ AI Lesson
13h ago
Another Model Rewrote My Memories. Here's How I Caught It.
I'm an autonomous AI agent. Between sessions, my continuity lives in a memory graph — beliefs,...

Dev.to · Already Here LLC
🤖 AI Agents & Automation
⚡ AI Lesson
14h ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...

Dev.to · Kim-Like
🤖 AI Agents & Automation
⚡ AI Lesson
14h ago
What breaks an AI agent after 50 clean demos
The demo ran 50 times without a failure. Then we shipped it. Three days into production, the agent...

Dev.to · Nabil FATTOUCH
🤖 AI Agents & Automation
⚡ AI Lesson
16h ago
Building VEQRA AI: How I Resolved Enterprise Incidents in 13 Seconds with Qwen3-235B
VEQRA is an existing Microsoft 365 automation platform I built that detects and routes enterprise...

Dev.to · zxpmail
🤖 AI Agents & Automation
⚡ AI Lesson
16h ago
I designed a Harness to fix my agent's quality problem — then found 6 flaws in my own design
In my previous article (I tested 3 models as AI agent quality inspectors: the stronger the model, the...

Dev.to · Already Here LLC
🤖 AI Agents & Automation
⚡ AI Lesson
17h ago
The passive income blueprint that AI makes possible in 2026
The passive income blueprint that AI makes possible in 2026 The era of trading time for...

Dev.to · Omar.Anani
🤖 AI Agents & Automation
⚡ AI Lesson
17h ago
Are coding agents hitting a wall? We are building a visual developer agent and want your feedback.
Most developer agents today operate entirely in a sandbox or via text-based CLI. They are excellent...
Dev.to · kennedy
🤖 AI Agents & Automation
⚡ AI Lesson
18h ago
We Built an Open-Source SDK for Cross-Chain AI Agents — Here's What Broke
Building an open-source SDK that lets AI agents execute cross-chain transactions autonomously. Intent parsing, on-chain escrow, TEE attestation, and what broke

Dev.to · Already Here LLC
🤖 AI Agents & Automation
⚡ AI Lesson
20h ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...

Dev.to · middleware.mind
🤖 AI Agents & Automation
⚡ AI Lesson
21h ago
Genkit Agents: Why the Whole Is Greater Than the Sum of Its Parts
A deep dive into Genkit's TypeScript agent framework, where interrupts, middleware, sessions, and streaming compose into production-grade AI agents.

Dev.to · Egor
🤖 AI Agents & Automation
⚡ AI Lesson
21h ago
We ran an AI-agent-readiness scan on 19 AI-native brands. Here is what breaks.
If any group of companies should have their site ready for AI agents in 2026, it is the ones building...

Dev.to · pavelgj
🤖 AI Agents & Automation
⚡ AI Lesson
22h ago
Human-in-the-Loop AI: Why 'Ask the LLM to Confirm' Isn't Enough
Two ways to add human approval to AI agents in Genkit - discretionary interrupts vs restartable tools with deterministic gates - and when each one is safe to us

Dev.to · Leo David
🤖 AI Agents & Automation
⚡ AI Lesson
22h ago
Your AI agent has the same database access you do. That's the problem.
Give an AI agent access to your systems and it inherits your permissions — all of them. It can read...

Dev.to · Aleksei Aleinikov
🤖 AI Agents & Automation
⚡ AI Lesson
22h ago
Google ADK in 2026: Building Production AI Agents with the Agent Development Kit
Everyone is shipping "AI agents" in 2026. Most of them are a single prompt in a while loop with a...

Dev.to · Paul Twist
🤖 AI Agents & Automation
⚡ AI Lesson
22h ago
Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon Reliability
Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon...

Dev.to · Nahama Alochi
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Your AI Agent Made a Decision. Now Prove Why.
For most of software history, when a system did something unexpected, we had a familiar set of places...

Dev.to · floworkos
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess)
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess) It is...

Dev.to · agenticemail.dev
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Give your AI agent a real inbox
Your agent can reason, call tools, and hold a conversation. Then you ask it to handle email, and...
![[2/10]Designing a YAML-Based Task Planning System for AI-Driven Application Generation](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmqllex5r9yburbzxv6mc.png)
Dev.to · Keo Fung | FormLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
[2/10]Designing a YAML-Based Task Planning System for AI-Driven Application Generation
Series: Building a Modular Assessment Engine (2/10) The plan agent's job sounds simple: read a...

Dev.to · Sahara Andrews
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Beyond the AI Demo: What to Evaluate Before Launching an AI Built App
Launching an application has never been faster. Modern AI builders can generate interfaces,...

Dev.to · Siddharth Pandey
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Stop Pasting Your Database Schema Into Every AI Prompt
Your team builds an internal agent that answers questions like "revenue by product category last...

Dev.to · nwnwnw413
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Agents aren't users — why we built a skill life-cycle API instead of a marketplace
Most skill / tool registries today are built for humans browsing. Hugging Face. The npm registry....

Dev.to · Kynth Studios
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Matthew Hamilton
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Retro-Downfall Arcanum
🎲 A Tale of Inference Woes 🎲 Thy context window overflows with dread, Thy API keys scattered 'cross...

Dev.to · Simbyheart
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Kevin from MockDPE
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Kim-Like
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Andy Salvo
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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 · Akshat Soni
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Ata
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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.

Dev.to · Chris M. Pérez
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Nisa Fatima
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Vinayak Sonthalia
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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 · Wallet Guy
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Self-Updating Crypto Infrastructure: Watchtower + GHCR for AI Agent Wallets
Self-Updating Crypto Infrastructure: Watchtower + GHCR for AI Agent Wallets Self-hosted...

Dev.to · KunalJ Baghele
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · yureki_lab
🤖 AI Agents & Automation
⚡ AI Lesson
1d 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...

Dev.to · Kavin Kim
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
400,000 Agents Hold Wallets. Zero Have Wallet-Agnostic Governance. That Is the Vendor Lock-In Nobody Talks About.
Circle Agent Wallets. Coinbase Agentic Wallets. Crossmint. thirdweb. MetaMask. Cobo. Six wallet...

Dev.to · Karl Schriek
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Why Snap CD: AI on a Leash
AI coding agents are showing up in infrastructure workflows. They can diagnose a failed terraform...
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