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 3,749 reads from curated sources

TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Anthropic courts a new kind of customer: small business owners
Anthropic is looking to broaden its customer base from larger enterprise customers to smaller and mid-sized businesses.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How I Built an Autonomous AI SIEM With 10 Neural Networks in 3 Months
# How I Built an Autonomous AI SIEM With 10 Neural Networks in 3 Months Continue reading on Medium »
Can AI Help Swiss SMEs Survive the Productivity Challenge?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Can AI Help Swiss SMEs Survive the Productivity Challenge?
In Switzerland, small and medium-sized enterprises are not a niche part of the economy — they are the economy. Continue reading on Medium »
OpenAI’s Agent Traces Just Made Pretty Demos Dangerous
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OpenAI’s Agent Traces Just Made Pretty Demos Dangerous
The Agents SDK makes tool-call history inspectable before a bad demo becomes support debt. Continue reading on KAIRI »
What AI in Procurement in 2026 Looks Like After a Decade of Building AI Solutions
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
What AI in Procurement in 2026 Looks Like After a Decade of Building AI Solutions
A procurement leader called me last month, frustrated. She’d just sat through three vendor demos in a single week, all pitching themselves… Continue reading on
My AI Remembers Its Mistakes. Permanently. Here's the Engineering.
Dev.to · EdFife 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
My AI Remembers Its Mistakes. Permanently. Here's the Engineering.
Agent memory is not RAG. It is not conversation history. It is a measurement system — a closed feedback loop where every build produces forensic data, that data
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OpenAI’s Hidden RLHF Pipeline: How Your Private Memoir Chapters Became Training Data Without Consent
How they stress test you Continue reading on Technology Hits »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Companies Are Rehiring Developers After the AI Automation Rush
For a while, many companies believed AI could replace large parts of software development. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
KI in KMU's
Hallo zusammen! 👋 Ich suche einen erfahrenen Partner für eine innovative Idee im Bereich KI-gestützte Verwaltung für KMUs. 📌 DIE IDEE Ein intelligenter, lokal
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Self-Learning AI Agents: Building Systems That Improve on Their Own
🤖 Self-Learning AI Agents: Building Systems That Improve on Their Own In modern AI, one of the most powerful ideas is creating systems that don’t just execute
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Cursor as a shared environment for the customer and the developer
Table of contents Cursor as a shared environment for the customer and the developer What if you showed the customer how to work with Cursor and use AI agents? T
My Friend Is 40 and Drowning in Job Applications. So I Built Him an AI Agent.
Dev.to · Abhishek Chatterjee 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
My Friend Is 40 and Drowning in Job Applications. So I Built Him an AI Agent.
Part 1 of 5: The problem, the mental model, and what an autonomous AI agent actually is under the...
Reconversion IA après 50 ans : guide complet 2026
Dev.to · Augustin Foucheres 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Reconversion IA après 50 ans : guide complet 2026
Reconversion IA 50 ans : métiers accessibles, compétences transférables, formations, témoignages. Le guide zero bullshit pour seniors ambitieux. 3 niveaux d'acc
Garudust: A Self-Improving AI Agent Runtime Built in Rust
Dev.to · Nisit Sirimarnkit 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Garudust: A Self-Improving AI Agent Runtime Built in Rust
Garudust is an open-source AI agent written in Rust — persistent memory, skill learning, multi-platform gateway (Telegram, Discord, Slack, LINE, WhatsApp), cron
I Built “Git for AI Workflows” Because AI Agents Have Zero Memory of What They Did
Dev.to · Atharva Ralegankar 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Built “Git for AI Workflows” Because AI Agents Have Zero Memory of What They Did
Everyone is building AI agents. Almost nobody can audit them. You give an LLM a prompt. It calls...
Monolithic vs Plugin-Based Medical AI Architectures
Dev.to · Kaushik Manjunatha 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Monolithic vs Plugin-Based Medical AI Architectures
When I started working on medical AI infrastructure at a university hospital, the first real question...
We’ve run over 7,000 AI buying sequences across travel, beauty, CPG, and financial services.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
We’ve run over 7,000 AI buying sequences across travel, beauty, CPG, and financial services.
The pattern is consistent enough that I’ll stake a public position on it. Continue reading on Medium »
The Quiet Algorithm: Understanding HEDAAI in Modern Decision Systems
Dev.to · Joyce Harding 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Quiet Algorithm: Understanding HEDAAI in Modern Decision Systems
This article explores the concept of HEDAAI (Human-Embedded Data-Augmented Artificial Intelligence),...
The Human Premium: Why Being “Perfect” is the New Way to Fail in the Age of AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Human Premium: Why Being “Perfect” is the New Way to Fail in the Age of AI
In 2026, AI can do your job better than you. But it can’t be you. Here’s how to survive the Great Replacement by embracing your flaws. Continue reading on Mediu
I asked my AI agent to research its own competitors. Here's what it found.
Dev.to · Fahad R 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I asked my AI agent to research its own competitors. Here's what it found.
I built a self-hosted AI agent called Daemora. Last week I gave it one task: "Research your own...
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
AI planning systems, reasoning architectures, autonomous agents, multi-step AI reasoning Continue reading on Medium »
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
AI planning systems, reasoning architectures, autonomous agents, multi-step AI reasoning Continue reading on Medium »
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Planning and Reasoning Architectures for AI Agents: From Reactive Outputs to Goal-Oriented…
AI planning systems, reasoning architectures, autonomous agents, multi-step AI reasoning Continue reading on Medium »
I Graded My Agent Deployment Doc Against LangChain Interrupt - Here Are the 5 Gaps
Dev.to · Mykola Kondratiuk 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Graded My Agent Deployment Doc Against LangChain Interrupt - Here Are the 5 Gaps
canonical_url: I do a lot of deployment authorization docs. That's the PM version of what an SRE...
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AWS WorkSpaces Now Lets AI Agents Operate Legacy Desktop Applications Without APIs
AWS announced that Amazon WorkSpaces can now serve as managed virtual desktops for AI agents in public preview. Agents authenticate through IAM and operate lega
Critical Communications in the Era of Artificial Intelligence
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Critical Communications in the Era of Artificial Intelligence
From Connected Control Rooms to AI-Assisted Operational Intelligence Continue reading on Medium »
Built-in Token Counting: Telemetry for Production AI Agents
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Built-in Token Counting: Telemetry for Production AI Agents
Strands Agents provides native telemetry and cost tracking out of the box. Stop writing custom token...
Cómo Monitorear Costos de Agentes IA sin Configuración
Dev.to · Elizabeth Fuentes L 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Cómo Monitorear Costos de Agentes IA sin Configuración
Strands Agents proporciona telemetría nativa y seguimiento de costos desde el primer momento. Deja...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Stop Prompting One Agent. Build an Agile AI Team That Actually Ships.Your AI Coding Was Magic. Now It's Making Everything Worse.
Here's something worth knowing before you read this post: its outline wasn't written by a human. A planner subagent drafted the structure across three revision
The Missing Layer in Agent Security
Dev.to · Kaustubh Phatak 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Missing Layer in Agent Security
Last month, a customer support agent at a mid-size SaaS company did something interesting. It read a...
You're Not Building an AI Agent. You're Building a Very Expensive Chatbot.
Dev.to · Arjun 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
You're Not Building an AI Agent. You're Building a Very Expensive Chatbot.
The architectural difference developers keep missing ,and why it's costing teams months of...
I'm 15 and I built credit scores for AI agents
Dev.to · arian gogani 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I'm 15 and I built credit scores for AI agents
Here's something that's been bugging me. AI agents are about to handle real money. Insurance claims....
When Your Brain Knows Exactly What to Say — But Your Body Won’t Let You
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
When Your Brain Knows Exactly What to Say — But Your Body Won’t Let You
Understanding dysarthria, and why building AI that can listen better is one of the most human things we can do. Continue reading on Medium »
The Rise of the Personal Proxy: Evolution of the Digital DNA
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Rise of the Personal Proxy: Evolution of the Digital DNA
The history of computing has always been a story of narrowing the gap between human intent and machine execution. Continue reading on Medium »
Stop Letting AI Make Your Architecture Decisions. It Doesn’t Know What Broke Last Time
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Stop Letting AI Make Your Architecture Decisions. It Doesn’t Know What Broke Last Time
TL;DR: AI has no memory of past failures, no institutional context, and no scar tissue — and handing it architectural decisions has… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Stagehand vs Tap — Compile-Time AI vs Runtime AI for Browser Automation
TL;DR : Stagehand is great for one-shot AI browser tasks. The problem is when you need to run the same task daily — its per-run cost is linear, and its output v
Your AI Agent Has a Memory Problem — And It's a Security Vulnerability
Dev.to · Vaishnavi Gudur 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your AI Agent Has a Memory Problem — And It's a Security Vulnerability
The attack vector that OWASP just added to the Top 10 for Agentic Applications — and how to defend...
Revolusi AI di Sektor Kesehatan: Bagaimana Model Pembayaran Baru Akan Mengubah Cara Kita Berobat (dan Mengapa Indonesia Harus Belajar Dari Ini)
Dev.to · Renee 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Revolusi AI di Sektor Kesehatan: Bagaimana Model Pembayaran Baru Akan Mengubah Cara Kita Berobat (dan Mengapa Indonesia Harus Belajar Dari Ini)
Selama satu dekade terakhir, kita telah melihat bagaimana kecerdasan buatan (AI) mendisrupsi berbagai...
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1d ago
EVOCHAMBER: Test-Time Co-evolution of Multi-Agent System at Individual, Team, and Population Scales
arXiv:2605.11136v1 Announce Type: new Abstract: We argue that multi-agent test-time evolution is not single-agent evolution replicated N times. A single-agent l
I asked Cursor to rename a function. It sent 8,400 tokens. I checked.
Dev.to · GDS K S 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I asked Cursor to rename a function. It sent 8,400 tokens. I checked.
The afternoon I learned what my AI subscription was actually doing, and the 200 lines that took my...
I built an AI Agent that lives directly in your CLI and Desktop
Dev.to · Pheem49 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I built an AI Agent that lives directly in your CLI and Desktop
Let's be real: the current AI coding workflow is tedious. You hit a bug. You copy your code. You...
Organizational Coherence Alone Will Not Save Your Data & AI Strategy
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Organizational Coherence Alone Will Not Save Your Data & AI Strategy
Why enterprise AI failures are not only about governance and data foundations, but also about poor technology judgment and platform… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Was Calling It 'Setup' for Six Months. arXiv Has a Better Word: Harness
I had a folder on my laptop called agent-setup/ . Inside: a CLAUDE.md, a couple of YAML configs, three skills, and a bash script wiring them together. For six m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI database agents need result contracts, not just rows
The answer is not the only output that matters when an AI agent queries a database. The system also needs evidence. What data was touched? Which scope was appli
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Tenant scoping is the AI database filter that cannot be optional
The easiest way to make an AI database agent dangerous is to let tenant scope become a suggestion. A human analyst usually knows that a customer support questio
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
DeepMind’s CEO Says AGI May Be ~4 Years Away. The Last Three Missing Pieces Are Not What Most People Think.
Three gaps — continual learning, long reasoning, memory — and why they decide whether agents ship safely. <img src="https://media2.dev.to/dynamic/image/width=80
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Future of Automated Businesses
sentie is ready to automate every SMB in the world. Sentie is a managed AI consulting and implementation platform built by Formation Labs in Miami, FL. Unlike t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Tested Privacy-Aware Routing with 4 AI Agents: What Actually Stayed Local
Following up on my earlier Trooper experiments , I wanted to see if per-request privacy routing actually works in practice. The test: 4 agents running simultane