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Building AI Automation Workflows with One Model Access Layer
Dev.to · Ye Allen 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building AI Automation Workflows with One Model Access Layer
Modern AI automation workflows rarely stay simple for long. A small internal tool may start with one...
Three checks that separate an agent demo from a production agent
Dev.to · Alex Duch 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Three checks that separate an agent demo from a production agent
Shipping an agent demo takes an afternoon. Shipping one that survives a quarter in production is a...
Agent Base Definition: Why It Is Not a Prompt
Dev.to · LienJack 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Base Definition: Why It Is Not a Prompt
When many people first start building Agents, the most natural reaction is: if we make the system prompt longer, write the rules in more detail, wi...
Building a Financial Risk Intelligence Agent That Learns from Every Investigation
Dev.to · Sanskar Maurya 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Financial Risk Intelligence Agent That Learns from Every Investigation
How Memory Changed the Behavior of My Fraud Investigation Agent ...
Claude Code Workflows: The Plan Moves Out of Claude's Head and Into a Script You Can Edit
Dev.to · Thomas Landgraf 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Claude Code Workflows: The Plan Moves Out of Claude's Head and Into a Script You Can Edit
Subagents, skills, and agent teams all keep the plan in one place: Claude's head. Claude decides,...
Simon Willison's Blog 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
AI enthusiasts are in a race against time, AI skeptics are in a race against entropy
AI enthusiasts are in a race against time, AI skeptics are in a race against entropy Charity Majors neatly captures the dynamic between AI enthusiasts and AI sk
The Living Ontology
Dev.to · Rono 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Living Ontology
A pattern for AI-generated, human-verified project intelligence in real time Kiprono...
I Built a Document Triage with Telegram, n8n, and AWS Bedrock — 6 Decisions That Shaped a Self-Hosted AI Document Analyst
Dev.to · Pragnesh Shah 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Built a Document Triage with Telegram, n8n, and AWS Bedrock — 6 Decisions That Shaped a Self-Hosted AI Document Analyst
The volume of documents landing on my mobile outpaces my ability to read them. Research papers,...
The Hermes Agent Challenge: 14 Community Projects Show What Open-Source Agents Can Really Do
Dev.to · DrMBL 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Hermes Agent Challenge: 14 Community Projects Show What Open-Source Agents Can Really Do
The Hermes Agent Challenge on DEV just wrapped with 14 submissions — from autonomous server operators to AI town simulations, safety labs, and flight recorders.
NVIDIA Unveils Cosmos 3, Open-Source Model for Robot Reasoning
Dev.to · Eli 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
NVIDIA Unveils Cosmos 3, Open-Source Model for Robot Reasoning
New foundation model enables machines to understand physics and act in the real world, potentially accelerating robotics development.
AgentDoG 1.5: Small Inline Guard Models for Agent Actions
Dev.to · pueding 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AgentDoG 1.5: Small Inline Guard Models for Agent Actions
What: AgentDoG 1.5, an arXiv preprint posted in May 2026, is a family of small inline guard models...
The Missing Layer in Every AI Agent: Human-in-the-Loop Approval
Dev.to · Kevin 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Missing Layer in Every AI Agent: Human-in-the-Loop Approval
TL;DR: Watching tutorials feels productive but doesn't build real skills. The only way out is to...
AI Agent Orchestration in 2026: How Enterprise Multi-Agent Systems Are Rewriting the Rules of Operational Intelligence
Dev.to · Yano.AI Technologies Inc. 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Agent Orchestration in 2026: How Enterprise Multi-Agent Systems Are Rewriting the Rules of Operational Intelligence
Gartner predicts that 40% of enterprise applications will integrate task-specific AI agents by the...
Building a Privacy-First Agentic OS: Announcing SamarthyaBot v2.3.0 🚀
Dev.to · Bishnu Prasad Sahu 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building a Privacy-First Agentic OS: Announcing SamarthyaBot v2.3.0 🚀
Managing files, running automation tasks, and orchestrating terminal commands with local LLMs can...
Testing an AI Memory Reliability Checklist on 3 Redacted Agent Setups
Dev.to · Self-Correcting Systems 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Testing an AI Memory Reliability Checklist on 3 Redacted Agent Setups
I’m testing a small AI memory reliability checklist. The question is simple: When an AI agent...
The Engineering Manager Is the Most Informed Person in the AI Room
Dev.to · Raffaele Pizzari 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Engineering Manager Is the Most Informed Person in the AI Room
Engineering managers are almost entirely absent from the AI transformation discourse. There's a...
I sketched 29 agentic AI design patterns in a Da Vinci–style notebook (open source)
Dev.to · isaac 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I sketched 29 agentic AI design patterns in a Da Vinci–style notebook (open source)
Spent the weekend turning every pattern in my agentic_design_patterns repo into a hand-drawn style...
Beyond Vector Search: How to Build a Production-Grade Hybrid Memory System for AI Agents
Dev.to · Programming Central 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Beyond Vector Search: How to Build a Production-Grade Hybrid Memory System for AI Agents
Imagine you are building an AI software engineer. Over weeks of continuous operation, this agent...
CopilotKit's $27M, Karpathy's skills repo, Vibedock — the week AI agents stopped being chatbots
Dev.to · 박문수 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
CopilotKit's $27M, Karpathy's skills repo, Vibedock — the week AI agents stopped being chatbots
In the first week of May 2026, four independent sources (TechCrunch, Crunchbase, GitHub Trending, Product Hunt) all pointed at the same thing — AI agents are mo
Odysseus Offers Self-Hosted Alternative to Cloud AI Workspaces
Dev.to · Eli 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Odysseus Offers Self-Hosted Alternative to Cloud AI Workspaces
A new open-source project promises privacy-first AI development without vendor lock-in or cloud dependencies.