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AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
Stop Building AI Agents Like Standalone Applications
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
Title: "AI-Powered Translation: Turning Tree Risk Data into Client-Ready Proposals"
We need to write a concise 400-500 word educational Dev.to article for professionals about AI automation in AI for local arborists tree service businesses, focu

Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
11h 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

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
12h ago
Agent Gateways Are Becoming The Control Plane For Enterprise AI
Palo Alto bought Portkey, Solo.io gave agentgateway to the Linux Foundation. Agent gateways are consolidating into a category. A CXO read on MCP governance and
Dev.to AI
🤖 AI Agents & Automation
⚡ AI Lesson
12h 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
12h 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

Dev.to · Kynth Studios
🤖 AI Agents & Automation
⚡ AI Lesson
13h 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
13h 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
13h 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
13h 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
13h 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 »

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
13h 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
13h 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
14h 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
15h 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

Medium · RAG
🤖 AI Agents & Automation
⚡ AI Lesson
15h 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

Dev.to · Kim-Like
🤖 AI Agents & Automation
⚡ AI Lesson
16h 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...

Medium · Startup
🤖 AI Agents & Automation
⚡ AI Lesson
16h 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 »

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
16h 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

Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
16h 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

Medium · RAG
🤖 AI Agents & Automation
⚡ AI Lesson
16h 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
17h 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

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
17h 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
17h 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
17h 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

Dev.to · Andy Salvo
🤖 AI Agents & Automation
⚡ AI Lesson
18h 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
18h 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
18h 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
18h 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
18h 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
18h 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
18h 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
18h 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

Dev.to · Akshat Soni
🤖 AI Agents & Automation
⚡ AI Lesson
19h 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...

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
19h 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

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
19h 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
20h 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

Dev.to · Ata
🤖 AI Agents & Automation
⚡ AI Lesson
21h 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
21h 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
21h 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...

Medium · AI
🤖 AI Agents & Automation
⚡ AI Lesson
21h ago
The Test That Separates ANNA From Everything Else
https://youtube.com/shorts/4YTnLKXXIaY?feature=share Continue reading on Medium »

Dev.to · Vinayak Sonthalia
🤖 AI Agents & Automation
⚡ AI Lesson
21h 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
22h 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
22h 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
22h 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

Dev.to · Wallet Guy
🤖 AI Agents & Automation
⚡ AI Lesson
23h 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
23h 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
23h 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...
DeepCamp AI