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
All Reads (27,019) Articles (6945)Blog Posts (10250)Tutorials (4688)Research Papers (3810)News (1326)
We ran an AI-agent-readiness scan on 19 AI-native brands. Here is what breaks.
Dev.to · Egor 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
We ran an AI-agent-readiness scan on 19 AI-native brands. Here is what breaks.
If any group of companies should have their site ready for AI agents in 2026, it is the ones building...
94% das pessoas já experimentaram IA mas não obtém valor real
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
94% das pessoas já experimentaram IA mas não obtém valor real
Fatos que sustentam a dificuldade na geração de valor por meio da inteligência artificial nas organizações. Continue reading on Medium »
AI Can Analyse Data. But Can It Make Better Decisions?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Can Analyse Data. But Can It Make Better Decisions?
AI is transforming media planning. I realised the real challenge isn't analysing data. It's making better decisions. Continue reading on Medium »
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a permission layer for AI agents.
Would you let an AI handle your invoices and orders if you could set limits and approve anything unusual from your phone as a business owner? I've been testing
AI-Augmented Hiring Frameworks: How HR Leaders Can Improve Speed, Fairness, and Quality of Hire?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI-Augmented Hiring Frameworks: How HR Leaders Can Improve Speed, Fairness, and Quality of Hire?
Hiring teams are moving faster than their judgment systems can handle. Recruiters screen more candidates, managers want quicker decisions… Continue reading on M
OMBRA essays — When Every Choice Is Predicted Before You Make It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
OMBRA essays — When Every Choice Is Predicted Before You Make It
When Every Choice Is Predicted Before You Make It Continue reading on Medium »
Architecting Agentic AI — Beyond Correctness: Evaluating Conversations, Trust & Outcomes with Kiro…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Architecting Agentic AI — Beyond Correctness: Evaluating Conversations, Trust & Outcomes with Kiro…
Evaluating an AI agent isn’t just about verifying the final response — it’s about understanding how the agent behaves throughout the… Continue reading on Medium
Human-in-the-Loop AI: Why 'Ask the LLM to Confirm' Isn't Enough
Dev.to · pavelgj 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Human-in-the-Loop AI: Why 'Ask the LLM to Confirm' Isn't Enough
Two ways to add human approval to AI agents in Genkit - discretionary interrupts vs restartable tools with deterministic gates - and when each one is safe to us
Your AI agent has the same database access you do. That's the problem.
Dev.to · Leo David 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your AI agent has the same database access you do. That's the problem.
Give an AI agent access to your systems and it inherits your permissions — all of them. It can read...
Google ADK in 2026: Building Production AI Agents with the Agent Development Kit
Dev.to · Aleksei Aleinikov 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Google ADK in 2026: Building Production AI Agents with the Agent Development Kit
Everyone is shipping "AI agents" in 2026. Most of them are a single prompt in a while loop with a...
Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon Reliability
Dev.to · Paul Twist 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon Reliability
Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon...
A Beginner’s Guide to Smolagents in Python
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
A Beginner’s Guide to Smolagents in Python
Part 5:Building a ReAct Agent from Scratch Continue reading on Data And Beyond »
AgIS: A Very Modern Protocol Built on Embarrassingly Old Ideas
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AgIS: A Very Modern Protocol Built on Embarrassingly Old Ideas
DNS-backed identity for AI agents, because sometimes the future arrives asking for a TXT record. Continue reading on Medium »
How to Build AI Agents in 2026: The Actually Simple Guide
Dev.to · Raju Dandigam 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to Build AI Agents in 2026: The Actually Simple Guide
Building an AI agent sounds complicated. It's not. By the end of this guide, you'll have a working...
Japan is aiming to develop its own AI model and deploy 10 million robots by 2040 through a consortium called Noetra, which includes SoftBank, Sony, Honda, NEC, and other companies
Reddit r/singularity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Japan is aiming to develop its own AI model and deploy 10 million robots by 2040 through a consortium called Noetra, which includes SoftBank, Sony, Honda, NEC, and other companies
<img src="https://external-preview.redd.it/nnwEqyBYsD_6R8yAdjnFS7K2Weo22yv1CIYcAIX1KwM.jpeg?width=640&crop=smart&auto=webp&s=ef18b3c59a8011942b43e99
Your AI Automation Isn’t Broken. Your Workflow Is
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your AI Automation Isn’t Broken. Your Workflow Is
Most AI pilots fail for one reason: teams skip the middle step. Here’s the layer everyone rushes past, and why it costs them. Continue reading on Medium »
I Run 1,000 Agents in Production. Here's What I Learned About Reliability
Dev.to · wzg0911 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Run 1,000 Agents in Production. Here's What I Learned About Reliability
After burning $5,847 on a single buggy loop and logging 8,847+ framework issues, I built an open-source reliability kit that saved my team. Here's the playbook.
How I Built a Multi-Agent AI Research Suite with Human-in-the-Loop Validation
Dev.to · Emmanuel Utibe Ernest 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I Built a Multi-Agent AI Research Suite with Human-in-the-Loop Validation
Introduction Everyone is talking about autonomous AI agents. Give an agent internet access, connect...
Don’t Let Them Hook You
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Don’t Let Them Hook You
How AI Cartels Are Going to Juice You Dry Continue reading on Towards Dev »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
EyeNet: Turning a Webcam Feed Into Actionable Security Incidents
I built a real-time campus surveillance system that turns raw video into actionable incidents — here's how EyeNet works Most "AI surveillance" demos I see onlin
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What companies that you've actually called had a good AI voice customer support?
It feels like there's so much hype around AI for voice customer support these days, yet almost every time I call a company, I end up in the same old experience
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Set up your BizNode bot in under 5 minutes. The 14-step wizard auto-creates handles from your services list. Your bot goes...
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
🎙️ How I AI: Sonnet 5 review & How to run autonomous coding agents from your phone
Lenny's Newsletter 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
🎙️ How I AI: Sonnet 5 review & How to run autonomous coding agents from your phone
Your weekly listens from How I AI, part of the Lenny's Podcast Network
The Great AI Replacement Hit a Spreadsheet: Microsoft and Uber Can’t Afford Their Own Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Great AI Replacement Hit a Spreadsheet: Microsoft and Uber Can’t Afford Their Own Agents
In November 2025, Microsoft agreed to invest up to $5 billion in Anthropic, and Anthropic committed to buy $30 billion of Azure compute… Continue reading on Tow
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to Run End-to-End Tests with Claude Code
Increase the effectiveness of your coding agents through end-to-end testing. The post How to Run End-to-End Tests with Claude Code appeared first on Towards Dat
AWS Transform Custom: The Agentic AI Service That Learns While It Modernizes Your Code
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AWS Transform Custom: The Agentic AI Service That Learns While It Modernizes Your Code
Technical debt consumes 20% of IT budgets across the industry. Organizations spend $1.52 trillion per year in the US alone dealing with it… Continue reading on
[BA-004] browser-use: let an AI agent drive the browser for you
Dev.to · Isaias Velasquez 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
[BA-004] browser-use: let an AI agent drive the browser for you
In BA-003 we built a manual agent loop. There is an open source library that does this for you called...
[BA-003] Using CDP and Playwright for agentic browser automation
Dev.to · Isaias Velasquez 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
[BA-003] Using CDP and Playwright for agentic browser automation
So far we have seen what BA-001 and how to automate with BA-002. Now we get to the interesting part:...
AI Doesn’t Have A Data Problem; It Has A Context Problem
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Doesn’t Have A Data Problem; It Has A Context Problem
Many AI initiatives fail not because of poor technology but because organizations lack shared definitions, context and decision-making frameworks. Here's why AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Are We Building Superintelligence While the Power Grid Runs on Hope?
Notes after an argument about a nuclear reactor, an Nvidia chip, and priorities. Continue reading on Medium »
I Was Tired of Signing Up for AI Chatbots-So I Stopped
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Was Tired of Signing Up for AI Chatbots-So I Stopped
A no-login alternative to ChatGPT, and why removing one small step changes everything Continue reading on Medium »
I Was Tired of Signing Up for AI Chatbots-So I Stopped
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Was Tired of Signing Up for AI Chatbots-So I Stopped
A no-login alternative to ChatGPT, and why removing one small step changes everything Continue reading on Medium »
AI Doesn’t Fail the Way Your Analyst Fails
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Doesn’t Fail the Way Your Analyst Fails
The one thing to take away Continue reading on Medium »
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
Dev.to · Vadym Kazulkin 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building AI Agents with Spring AI and Amazon Bedrock AgentCore - Part 8 Use Spring AI AgentCore long-term Memory for MCP client on AgentCore Runtime
Introduction In part 7, we explained how to add and use AgentCore short-term Memory to our...
Your AI Agent Made a Decision. Now Prove Why.
Dev.to · Nahama Alochi 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your AI Agent Made a Decision. Now Prove Why.
For most of software history, when a system did something unexpected, we had a familiar set of places...
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Gemini Spark App Connections Arrive Before Enterprise Controls
Google Gemini Spark’s new app connections move the AI agent into files, apps, and MCP servers, creating new governance questions for IT teams. The post Gemini S
Getting Started with Hugging Face ML Intern: Your First ML Agent
KDnuggets 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Getting Started with Hugging Face ML Intern: Your First ML Agent
You describe the model. It writes the code, runs the training, and ships the checkpoint. Welcome to ML Intern.
‘My AI Did It’ Is The Next Courtroom Excuse—And It Might Actually Work
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
‘My AI Did It’ Is The Next Courtroom Excuse—And It Might Actually Work
'It wasn't me. The agent did it.' AI agents can use a computer like a ghost or just like you. A digital forensics expert on proving whether you or the AI touche
The Rise Of The Agent Manager In The Modern Enterprise
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Rise Of The Agent Manager In The Modern Enterprise
It's likely we'll soon have the “hybrid workforce” running the modern enterprise, and the role of a human “agent manager” will become critical.
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Anthropic Reportedly Eyes Samsung for Custom AI Chip
Anthropic is reportedly in early talks with Samsung on a custom AI chip as AI firms push to cut compute costs and rely less on Nvidia hardware. The post Anthrop
AI in ERP Isn't the Future Anymore, It's Becoming the Interface
Dev.to · Dharmesh_bizz 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI in ERP Isn't the Future Anymore, It's Becoming the Interface
Every few years, the enterprise software industry finds a new buzzword. Cloud. Big Data. Blockchain....
How an app for CD collectors accidentally became infrastructure for AI agents
Dev.to · Artemiy Vereshchinskiy 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How an app for CD collectors accidentally became infrastructure for AI agents
If you told me back in 2014 that an idea for helping CD collectors would eventually become AI...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The 3 Canadian Companies I'd Call If I Needed to Automate My Clinic's Front Desk
Last month, a clinic owner in Mississauga asked me which AI platform she should use to handle her 140 daily phone calls. She'd already demoed three US-based sol
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
BizNode Basic ($200) vs Pro ($499): both run on your hardware with zero recurring costs. One-time purchase, lifetime ownership
BizNode is redefining what it means to have an AI-powered business automation tool — and it's doing so with a model that's both developer-friendly and economica
Agentes de IA na Prática: Como Criar um Assistente Autônomo com Python (2026)
Dev.to · Hermes AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agentes de IA na Prática: Como Criar um Assistente Autônomo com Python (2026)
Agentes de IA na Prática: Como Criar um Assistente Autônomo com Python (2026) Tags: ia,...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The MCP Spec Rewrote Itself: What Changed in the July 2026 Release Candidate (And Why It Matters)
Five days ago, the Model Context Protocol dropped its July 2026 Release Candidate. If you're building AI agents that talk to tools, databases, or external APIs
What is better than your AI loop?
Dev.to · Peter Truchly 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What is better than your AI loop?
A blackboard architecture, modernized with event sourcing, content-addressed knowledge source (KS)...
I'm trying to teach a machine to play a game it has never seen
Dev.to · Alan Scott Encinas 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I'm trying to teach a machine to play a game it has never seen
A new thread in the builder's log: I'm competing in the ARC Prize 2026 (ARC-AGI-3), the benchmark built to measure the one thing today's AI is worst at, learnin