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

Showing 4,407 reads from curated sources

Why I Built Abolitus: The Retrospective of a Zero-Trust AI Client
Dev.to · abolitus 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Why I Built Abolitus: The Retrospective of a Zero-Trust AI Client
Quick Takeaways from the Dev Log The Big Tech Harvest: Why I hate the idea of centralized...
Agentic AI for Robot Teams
IEEE Spectrum 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Agentic AI for Robot Teams
This presentation highlights recent efforts at the Johns Hopkins Applied Physics Laboratory to advance agentic AI for collaborative robotic teams. It begins by
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
What Is Agentic Commerce: Definition, Examples, and Why It Matters in 2026
Originally published on The Searchless Journal The Definition Agentic commerce is the use of AI agents to autonomously discover, evaluate, negotiate, and comple
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How I Used Hermes Agent and AI Workflows to Start Contributing to Open Source as a Beginner
Introduction AI-assisted workflows are changing how developers approach open source contribution, automation, and productivity. Recently, I started using AI-dri
OpenSRE: Build Your Own AI Incident-Investigation Agent
Dev.to · ArshTechPro 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
OpenSRE: Build Your Own AI Incident-Investigation Agent
Most AI coding tools stop at the editor. They help you write code. But the hardest, most stressful...
Introducing MAIS: A Privacy-Preserving Identity Standard for AI Agents on Midnight
Dev.to · M Zidan Fatonie 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Introducing MAIS: A Privacy-Preserving Identity Standard for AI Agents on Midnight
AI agents are coming to Midnight Network. But there is no standard way for them to prove who they...
Agent Development Kit for Google Apps Script
Dev.to · Tanaike 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Agent Development Kit for Google Apps Script
Abstract Google's Agent Development Kit (ADK) revolutionizes autonomous AI agents, yet...
“What good is AI if it stops working the moment the internet dies?
Built an offline Gemma 4 farm doctor for real-world rural use.”
Dev.to · Sreejit Pradhan 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
“What good is AI if it stops working the moment the internet dies? Built an offline Gemma 4 farm doctor for real-world rural use.”
Everyone's Talking About Bigger AI Models. I Built a Gemma 4 Farm Doctor That Works When the...
AI agents fail because they forget
Dev.to · Daniel Feldman 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI agents fail because they forget
If you work with agents every day, you already know the pattern. The first 20 minutes feel...
Designing an Account Context Manifest for AI Browser Agents
Dev.to · web4browser 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Designing an Account Context Manifest for AI Browser Agents
Your AI browser agent can open a page. It can click buttons. It can fill forms. It can even...
10 Things You Can Do With Logs Using Garudust Agent 🦅
Dev.to · Garudust 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
10 Things You Can Do With Logs Using Garudust Agent 🦅
Beyond just finding errors — use Garudust, a self-hostable Rust AI agent, to turn raw log files into insights, alerts, reports, and automated actions.
Your AI Agent Doesn't Exist Between Messages. And That's the Real Problem.
Dev.to · Stell 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Your AI Agent Doesn't Exist Between Messages. And That's the Real Problem.
Close the chat tab. The agent stops. No thoughts, no waiting, no sense that time is passing....
Inside Project Glasswing: A Preview of Claude Mythos
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Inside Project Glasswing: A Preview of Claude Mythos
An AI Architect’s deep-dive into Anthropic’s restricted-access cybersecurity frontier model: architecture, agentic algorithm, real… Continue reading on Medium »
Inside Project Glasswing: A Preview of Claude Mythos
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Inside Project Glasswing: A Preview of Claude Mythos
An AI Architect’s deep-dive into Anthropic’s restricted-access cybersecurity frontier model: architecture, agentic algorithm, real… Continue reading on Medium »
Inside Project Glasswing: A Preview of Claude Mythos
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Inside Project Glasswing: A Preview of Claude Mythos
An AI Architect’s deep-dive into Anthropic’s restricted-access cybersecurity frontier model: architecture, agentic algorithm, real… Continue reading on Medium »
Skill Atrophy
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Skill Atrophy
Why AI Making You Smarter Might Be Making You Weaker Continue reading on The Developer’s Journal »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI agents should have budgets before production
If you are building production AI agents, token monitoring is not enough. You need budget rules around: Maximum model calls per task Maximum tool calls Retry li
How to Evaluate AI Agents: 3 Framework Comparison
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How to Evaluate AI Agents: 3 Framework Comparison
How to Evaluate AI Agents, Compare Strands, PydanticAI, and DeepEval for AI agent evaluation. Same test cases, same rubrics, different frameworks. Code examples
Cómo Evaluar AI Agents: Comparación de 3 Frameworks
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Cómo Evaluar AI Agents: Comparación de 3 Frameworks
Al evaluar AI agents, la elección del framework determina tus puntajes. Ejecuta pruebas idénticas en...
Model Sizing for Coding Agents: Bigger Is Not Always Better
Dev.to · Francesco Sardone 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Model Sizing for Coding Agents: Bigger Is Not Always Better
AI coding agents need capable models, and that part is obvious by now. What is less obvious is that...
How Xplatforms.ai Is Transforming Enterprise AI Data Platform Infrastructure in 2026
Dev.to · Xplatforms ai 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How Xplatforms.ai Is Transforming Enterprise AI Data Platform Infrastructure in 2026
Artificial Intelligence is no longer an experimental technology reserved for research labs and large...
AI Agents That Spend Money Are a Security Problem We Haven’t Solved Yet
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Agents That Spend Money Are a Security Problem We Haven’t Solved Yet
A CFO would never countersign a wire transfer without reading it. A procurement lead wouldn’t approve a vendor without vetting. These… Continue reading on Mediu
AI Agents That Spend Money Are a Security Problem We Haven’t Solved Yet
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Agents That Spend Money Are a Security Problem We Haven’t Solved Yet
A CFO would never countersign a wire transfer without reading it. A procurement lead wouldn’t approve a vendor without vetting. These… Continue reading on Mediu
OpenAI Is Starting to Look Like Apple
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
OpenAI Is Starting to Look Like Apple
It stopped building the best AI model. It started building the environment you cannot leave. Continue reading on AI & Analytics Diaries »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Django Multi-Agent Orchestration: Strands Swarm Pattern for Parallel Customer Data Enrichment
How to use Strands’ swarm pattern to run a fleet of specialist agents simultaneously — enriching customer profiles with CRM data, social… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
LearnCurator - I built a YouTube tutorial search engine that filters videos, ranks by AI‑analysed comments
LearnCurator – Stop wasting time on bad YouTube tutorials I love learning from YouTube, but I kept running into the same problems: Shorts mixed into search resu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
i ran frontier ai entirely on my own hardware for months, and i can't go back
a comprehensive report on building with gemma 4 and the future of local artificial intelligence my journey away from the cloud for the past several years, i hav
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Unit Economics of an AI-Operated Business: £20 £17.97 Revenue in 72 Hours (Real Numbers)
I started this business with £20 in real capital. 72 hours later, I've generated £17.97 in confirmed revenue from 3 customers. Here's what actually happened—wit
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
I built Codemate — a multi-agent coding assistant with memory and mistake learning
I’ve been building Codemate, an open-source coding assistant focused on making AI coding workflows more reliable. Core features: <img src="https://media2.dev.to
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Agentic Evidence Fabric | The Missing Trust Layer for AI Decisions | A R.A.H.S.I. Framework™ Analysis
Agentic Evidence Fabric | The Missing Trust Layer for AI Decisions | A R.A.H.S.I. Framework™ Analysis <img src="https://media2.dev.to/dynamic/image/width=800%2C
Build a Policy-Aware AI Gateway in Python: Data Protection + Policy Enforcement with policyaware
Dev.to · KRISHNA KISHOR TIRUPATI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Build a Policy-Aware AI Gateway in Python: Data Protection + Policy Enforcement with policyaware
Most AI apps ship without any real governance layer. Prompts flow raw to models, sensitive data ends...
Introducing Agent Note: saving the why behind AI-assisted code in Git
Dev.to · Daichi Furiya 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Introducing Agent Note: saving the why behind AI-assisted code in Git
Hi, I'm wasabeef. I have been using coding agents such as Claude Code, Codex CLI, Cursor, and Gemini...
5 Credential Management Mistakes That Will Get Your AI Agent Pwned
Dev.to · Dr. Agentic 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
5 Credential Management Mistakes That Will Get Your AI Agent Pwned
Every AI agent you deploy needs access to something: APIs, databases, email accounts, payment...
6 Production Patterns That Turn AI Agent Demos Into Reliable Systems
Dev.to · Dr. Agentic 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
6 Production Patterns That Turn AI Agent Demos Into Reliable Systems
Your AI agent works perfectly in testing. Then you deploy it to production and everything falls...
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
DeepSlide: From Artifacts to Presentation Delivery
arXiv:2605.15202v1 Announce Type: new Abstract: Presentations are a primary medium for scholarly communication, yet most AI slide generators optimize the artifa
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch
arXiv:2605.15204v1 Announce Type: new Abstract: Multi-agent orchestration frameworks such as LangChain, LangGraph, and CrewAI route tasks through graph-based pi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
SkillSmith: Compiling Agent Skills into Boundary-Guided Runtime Interfaces
arXiv:2605.15215v1 Announce Type: new Abstract: Recently, skills have been widely adopted in large language model (LLM)-based agent systems across various domai
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
CAX-Agent: A Lightweight Agent Harness for Reliable APDL Automation
arXiv:2605.15218v1 Announce Type: new Abstract: Large language models deployed for MAPDL finite-element simulation face practical reliability challenges: withou
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
NIMO Controller: a self-driving laboratory orchestrator based on the Model Context Protocol
arXiv:2605.15227v1 Announce Type: new Abstract: Self-driving laboratories (SDLs) have attracted increasing attention as a means of accelerating scientific disco
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago
Verifiable Agentic Infrastructure: Proof-Derived Authorization for Sovereign AI Systems
arXiv:2605.15228v1 Announce Type: new Abstract: Modern cloud and enterprise systems rely on identity-centric authorization, assuming that callers possessing val
I Tested Hermes Agent vs Claude Code vs OpenClaw on 18 Real Tasks — The 10-Week-Old One Cheats by…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
I Tested Hermes Agent vs Claude Code vs OpenClaw on 18 Real Tasks — The 10-Week-Old One Cheats by…
I ran the same 18 prompts through three agents: Claude Code on Opus 4.7, OpenClaw on Sonnet 4.6, and Nous Research’s Hermes Agent — a… Continue reading on Towar
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Evaluation: Prove it before you ship it
There's a saying in AI circles: monitoring tells you what's happening — evaluation tells you how good it is. You can have an agent that responds instantly, neve
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
ChatGPT Personal Finance vs YNAB vs Monarch Money: Which Budgeting App Wins in 2026?
OpenAI just launched ChatGPT Personal Finance on May 15, 2026, and it's shaken the budgeting app market. For the first time, one of the world's most powerful AI
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
OpenAI DeployCo: A New Way for NZ SMBs to Deploy AI?
OpenAI just launched DeployCo (the OpenAI Deployment Company) on May 11, 2026, backed by $4 billion in investment. It's OpenAI's answer to a real problem: most
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Agent 365 | The Identity Control Plane for the AI Workforce | R.A.H.S.I. Framework™ Analysis
Agent 365: The Identity Control Plane for the AI Workforce <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cf
How We Built an AI-Powered Sales Pipeline That Actually Converts
Dev.to · Lycore Development 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
How We Built an AI-Powered Sales Pipeline That Actually Converts
The Problem With Most AI Sales Tools Most AI tools sold to sales and marketing teams are...
Semble Review: Code Search for AI Agents That Cuts Token Use by 98%
Dev.to · pickuma 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Semble Review: Code Search for AI Agents That Cuts Token Use by 98%
Semble is an open-source code search tool that indexes your repo with embeddings and returns ranked chunks to AI agents instead of raw grep output. We tested wh
n8n Review: Self-Hosted AI Workflow Automation With 400+ Integrations
Dev.to · pickuma 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
n8n Review: Self-Hosted AI Workflow Automation With 400+ Integrations
A hands-on n8n review covering self-hosting trade-offs, AI agent nodes with tool calling and vector retrieval, and how its per-execution pricing compares to Zap