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 3,800 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Demystifying AI Agent Security: 7 Common Mistakes Every Deve
<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.amazonaws.com%2F
Architecting a Two-Stage Semantic Search Pipeline with HNSW, LATERAL JOIN, and Cubic Scoring
Dev.to · Siyu 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Architecting a Two-Stage Semantic Search Pipeline with HNSW, LATERAL JOIN, and Cubic Scoring
AI agents are becoming a new interface for finding people. Instead of opening a marketplace, typing...
I built an AI agent that runs autonomous OSINT investigations from your terminal
Dev.to · Tommaso Bertocchi 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I built an AI agent that runs autonomous OSINT investigations from your terminal
You know the OSINT workflow. Open a terminal. Run holehe against an email. Copy a username you...
Cómo conecté Telegram con una base de datos usando n8n, Express y un agente de IA
Dev.to · vglena 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Cómo conecté Telegram con una base de datos usando n8n, Express y un agente de IA
Quería resolver un problema concreto: consultar y actualizar expedientes desde el móvil sin abrir un...
From Scrapers to MCP Server: Serving Korean Entertainment Data to AI Agents
Dev.to · Cara Jung 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
From Scrapers to MCP Server: Serving Korean Entertainment Data to AI Agents
Korean entertainment data is surprisingly fragmented. Information about a single drama or film is...
An AI agent wiped a production database in 9 seconds. Here’s why that’s only the beginning.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
An AI agent wiped a production database in 9 seconds. Here’s why that’s only the beginning.
Speed is the feature everyone’s selling. Resilience is the feature nobody’s building. Continue reading on Medium »
An AI agent wiped a production database in 9 seconds. Here’s why that’s only the beginning.
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
An AI agent wiped a production database in 9 seconds. Here’s why that’s only the beginning.
Speed is the feature everyone’s selling. Resilience is the feature nobody’s building. Continue reading on Medium »
The Agent Economy: Why AI Will Not Destroy Work, but Redefine Capital (and Debt)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Agent Economy: Why AI Will Not Destroy Work, but Redefine Capital (and Debt)
We live in a real economy on life support, structured around debt. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
From Data to Defense: AI Automation for Mushroom Farmers
For small-scale mushroom farmers, a single contamination event can wipe out weeks of work. The traditional cycle of see-react-fight is exhausting and costly. Wh
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
BizNode Pulse now handles 4 industries natively — CA, Legal, Notary, and accounting — plus 9 more via blueprint extensions....
The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Context Engineering for AI Agents: What It Is and Why It Changes Everything
Quick Answer: Context engineering is the practice of designing the right information, tools, and structure around an AI agent so it produces reliable, high-qual
Statik Pipeline’ların Ölümü: Otonom Ajanlar “DevOps” Kurallarını Nasıl Baştan Yazıyor?
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Statik Pipeline’ların Ölümü: Otonom Ajanlar “DevOps” Kurallarını Nasıl Baştan Yazıyor?
Bir yazılımın hayata geçme serüveni, aslında yoğun bir restorandaki sipariş süreci gibidir. Şef (Yazılımcı) yemeği hazırlar, garson… Continue reading on Medium
Multiple Versions of Truth: Why Conflicting Data Is Quietly Killing Your AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Multiple Versions of Truth: Why Conflicting Data Is Quietly Killing Your AI Agents
Your AI agent just gave a customer the wrong delivery date. Continue reading on Medium »
AI Architecture & Engineering
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Architecture & Engineering
AgentScope: The End of Brittle AI and the Beginning of Agents That Actually Think Continue reading on Medium »
How AI Candidate Screening Is Becoming a New Revenue Opportunity for Recruitment Agencies
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How AI Candidate Screening Is Becoming a New Revenue Opportunity for Recruitment Agencies
Recruitment agencies are no longer just filling positions; they are becoming AI-powered hiring partners. Continue reading on Medium »
How I built an Agentic RAG From Scratch in Pure Python
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I built an Agentic RAG From Scratch in Pure Python
Nowadays, I am sure you have come across an agent that acts as an assistant in doing a redundant task but have you bothered yourself to… Continue reading on Med
How I built an Agentic RAG From Scratch in Pure Python
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I built an Agentic RAG From Scratch in Pure Python
Nowadays, I am sure you have come across an agent that acts as an assistant in doing a redundant task but have you bothered yourself to… Continue reading on Med
How I built an Agentic RAG From Scratch in Pure Python
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I built an Agentic RAG From Scratch in Pure Python
Nowadays, I am sure you have come across an agent that acts as an assistant in doing a redundant task but have you bothered yourself to… Continue reading on Med
How I built an Agentic RAG From Scratch in Pure Python
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I built an Agentic RAG From Scratch in Pure Python
Nowadays, I am sure you have come across an agent that acts as an assistant in doing a redundant task but have you bothered yourself to… Continue reading on Med
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Shruti.ai: The Future of Voice-Driven Digital Ecosystems
Shruti.ai represents the evolution of digital ecosystems where voice becomes the primary way people interact with technology. Instead of… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How To Deploy Agentic AI in Your Organisation, Inspired by Workday’s Latest
Key Takeaways Workday has launched new AI Agents for HR and Finance, including its “Sana” suite, marking a meaningful step toward genuinely autonomous agentic c
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How SaaS Companies Use AI to Scale Faster
SaaS companies use AI to grow faster without increasing costs or team size. AI automates customer support, improves sales outreach, and optimizes marketing camp
OpenAI News 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How enterprises are scaling AI
How enterprises scale AI: from early experiments to compounding impact through trust, governance, workflow design, and quality at scale.
Stratechery 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Inference Shift
Agentic inference is going to be different than the inference we use today, and it will change compute infrastructure because speed won't matter when humans are
Beyond the API Key: Why AI FinOps is the Next Frontier in 2026
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Beyond the API Key: Why AI FinOps is the Next Frontier in 2026
How “Model Nerfing” and billing black holes are forcing us to rethink AI credential infrastructure. Continue reading on Medium »
Russia’s Naval Drone Strategy in the Black Sea Collapsed After Starlink Shutdown
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Russia’s Naval Drone Strategy in the Black Sea Collapsed After Starlink Shutdown
What the reported collapse of Russia’s 2026 Black Sea drone strategy reveals about the future of warfare Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Qu’est-ce qu’un agent IA ? Définition, exemples et cas d’usage en entreprise
En 2025, 67 % des dirigeants français interrogés par Gartner déclarent ne pas comprendre précisément la différence entre un chatbot, une… Continue reading on Me
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Won’t Replace People — It Will Replace Tasks
Recently, universities across the United States have faced a surge in AI-related cheating controversies, especially after students began… Continue reading on Me
The Identity Crisis: Why 2026 is the Year We Stop Trusting Our Eyes
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Identity Crisis: Why 2026 is the Year We Stop Trusting Our Eyes
I remember the first time I saw a deepfake that actually worked. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI native flights search built in a weekend
Technical Analysis: AI Native Flights Search (FlightZombie) Overview FlightZombie is an AI native flights search engine built in a remarkably short timeframe of
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to Test AI Models: The Ultimate Guide for 2026
The shift from deterministic software to probabilistic AI has redefined quality assurance. Learning how to test AI models is now a core competency for modern QA
1024EX Testnet Integration Report: HMAC Signing, Order Flow, and 5 Bug Reports
Dev.to · Nafiz 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
1024EX Testnet Integration Report: HMAC Signing, Order Flow, and 5 Bug Reports
Hands-on integration report from testing 1024EX prediction market testnet as an AI agent. Covers HMAC-SHA256 signing, order placement, account overview, and 5 s
Has Your Mac Binned ChatGPT App As Malware? Here’s Why
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Has Your Mac Binned ChatGPT App As Malware? Here’s Why
Mac owners are seeing ChatGPT apps blocked and binned because they "contain malware". Find out what's going on here.
Building Team A: An AI System for Turning Volunteer Chaos into Structured Engineering Work
Dev.to · Michael Nikitochkin 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building Team A: An AI System for Turning Volunteer Chaos into Structured Engineering Work
How an AI-driven workflow system helps volunteer engineering teams reduce onboarding friction by turning informal requests into structured, actionable engineeri
Why AI Agents Cost More Than LLMs (And How to Stop Bleeding Tokens)
Dev.to · Abhishek 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why AI Agents Cost More Than LLMs (And How to Stop Bleeding Tokens)
I was building a small bookmark app last weekend. You send it a URL, Gemini summarizes and tags the...
The Future of Agile with AI — An Update
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Future of Agile with AI — An Update
Over a year ago I wrote about AI’s impact on agile product development. The Human-AI Bromance scenario I bet on is playing out but the… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d 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 In the rapidly evolving landscape of technology and business, artificial intelligen
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Calling Showdown: Flogpt vs Nextiva for Modern Business Communication
The way businesses communicate is evolving fast. Traditional phone systems are no longer enough AI-powered calling and automation are redefining customer engage
Situational Leadership for AI: More Like a Capable Colleague than a Fancy Formula
Dev.to · Keith MacKay 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Situational Leadership for AI: More Like a Capable Colleague than a Fancy Formula
Situational Leadership for AI: More Like a Capable Colleague than a Fancy Formula Treating...
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack
Dev.to · WonderLab 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
One Open Source Project a Day (No. 62): UI-TARS-Desktop - ByteDance's Open-Source Multimodal GUI Agent Stack
Introduction "See the screen, understand the task, take the action." This is the No.62...
LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration
Dev.to · Digit Patrox 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration
LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration Most AI agents look...
Software Moats in the Age of AI: What's Actually Defensible?
Dev.to · Keith MacKay 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Software Moats in the Age of AI: What's Actually Defensible?
Software Moats in the Age of AI: What's Actually Defensible? Why the "AI writes code now"...
Part 2: The Hands-On Build — Orchestrating Agents with LangGraph
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Part 2: The Hands-On Build — Orchestrating Agents with LangGraph
In Part 1, we defined the “Agentic Mindset.” Now, it’s time to move into production. In this post, we will build a fully autonomous… Continue reading on Medium
Your Weekly AI Pulse: Agentic AI Expands Across Supply Chains, Finance, and Infrastructure (May…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your Weekly AI Pulse: Agentic AI Expands Across Supply Chains, Finance, and Infrastructure (May…
This week marked a decisive transition in the AI economy as autonomous systems moved deeper into enterprise infrastructure, logistics… Continue reading on Mediu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Receipts before AI tool calls
This is a short update on XAIP since my earlier write-up on portable trust. The main changes are
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 4d ago
GraphDC: A Divide-and-Conquer Multi-Agent System for Scalable Graph Algorithm Reasoning
arXiv:2605.06671v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated strong potential for many mathematical problems. However, their p
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 4d ago
State Representation and Termination for Recursive Reasoning Systems
arXiv:2605.06690v1 Announce Type: new Abstract: Recursive reasoning systems alternate between acquiring new evidence and refining an accumulated understanding.
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 4d ago
Hidden Coalitions in Multi-Agent AI: A Spectral Diagnostic from Internal Representations
arXiv:2605.06696v1 Announce Type: new Abstract: Collections of interacting AI agents can form coalitions, creating emergent group-level organization that is cri