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 (25,549) Articles (6531)Blog Posts (9753)Tutorials (4439)Research Papers (3593)News (1233)
94% das pessoas já experimentaram IA mas não obtém valor real
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h 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 1h 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 1h 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 1h 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 1h 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 1h 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 1h 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 1h 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 1h 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 1h 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...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h 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
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2h 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
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2h 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
AI Doesn’t Have A Data Problem; It Has A Context Problem
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 3h 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 3h 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 3h 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 3h 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 3h ago
AI Doesn’t Fail the Way Your Analyst Fails
The one thing to take away Continue reading on Medium »
Your AI Agent Made a Decision. Now Prove Why.
Dev.to · Nahama Alochi 🤖 AI Agents & Automation ⚡ AI Lesson 3h 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...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h 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 4h 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
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h 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
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Station F ramps up as a launchpad for Europe’s hottest AI startups
Station F, a Paris-based startup hub founded by French billionaire Xavier Niel, is gearing up for a new edition of its F/ai accelerator program in a bid to stre
​The 80/20 Blind Spot In AI For Customer Service
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
​The 80/20 Blind Spot In AI For Customer Service
These cases are fewer in number, harder to predict and almost always end the same way: a field technician dispatch.
FIFA Turned Every World Cup Player Into A Digital Twin
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
FIFA Turned Every World Cup Player Into A Digital Twin
FIFA and Lenovo turned every 2026 World Cup player into a digital twin. The AI avatars now decide matches, and who owns them after July 19 is an open question.
AI Knocked Over Medicine’s First Domino: Two Are Still Standing
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
AI Knocked Over Medicine’s First Domino: Two Are Still Standing
Scribing is one-third of the workflow every visit runs through; it was the first domino to fall, but the next two are ready to be addressed.
The New AI Deal: Give the Government Equity, Keep the Government Quiet
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
The New AI Deal: Give the Government Equity, Keep the Government Quiet
Forty-two billion, six hundred million dollars. That’s roughly what a 5% stake in OpenAI is worth right now, and Sam Altman offered to… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
How Artificial Intelligence Is Supporting Smarter Business Planning
Business planning has always been essential for organizational growth and long-term success. In today's fast-changing environment, companies must evaluate large
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h 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 run an AI business operator locally, with zero recurring costs, one-time purchase, and lifetime ownership. Whether you're
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h 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
Sam Altman Wants A Global Referee For AI. He Also Wants The U.S. Government To Own A Piece Of OpenAI.
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Sam Altman Wants A Global Referee For AI. He Also Wants The U.S. Government To Own A Piece Of OpenAI.
OpenAI CEO Sam Altman called for a U.S.-led global AI standards body in the FT. A day later, the FT reported OpenAI offered the U.S. government a 5% stake worth
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
How do you Mapout AI workflows when one suddenly costs 2× more than usual?
After talking to a few teams building AI products, one pattern keeps coming up. Cost spikes are usually easy to notice, but understanding why they happened is m
How AI in Functional Medicine Is Transforming Clinical Decision-Making
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
How AI in Functional Medicine Is Transforming Clinical Decision-Making
Functional medicine has always operated on the belief that the human body is a deeply interconnected system — not a collection of isolated… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
MCP and A2A: Two Protocols Every Multi-Agent Dev Should Know
The Two-Layer Problem Nobody Saw Coming If you're building anything with AI agents right now, you've probably hit the same wall I did: how do you wire multiple
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
Why Your Next AI Agent Should Probably Be a Manager
Why Your Next AI Agent Should Probably Be a Manager If you've built an AI agent that tries to do everything—answer support tickets, query databases, generate re
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
BizNode uses Ollama (Qwen3.5) running locally on your hardware — your data never leaves your machine. True AI privacy
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 8h ago
How to Choose the Best AI Interview Assistant for Software Engineers
How to Choose the Best AI Interview Assistant for Software Engineers Search results for best AI interview assistant for software engineers are crowded, but most
Search Engine Journal 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
Google’s Open Knowledge Format Could Work For Websites, Too via @sejournal, @slobodanmanic
Google's Open Knowledge Format turns your website's ideas into a linked graph agents can traverse. Here's what that means for how machines understand your site.
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
For two years, the standard way to give a language model “search” was retrieval-augmented generation (RAG) wrapped in a hand-written agent… Continue reading on
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
For two years, the standard way to give a language model “search” was retrieval-augmented generation (RAG) wrapped in a hand-written agent… Continue reading on
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
For two years, the standard way to give a language model “search” was retrieval-augmented generation (RAG) wrapped in a hand-written agent… Continue reading on
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How AI Agents Learned to Think: The Reinforcement-Learning Recipe Behind Agentic RAG and Deep…
For two years, the standard way to give a language model “search” was retrieval-augmented generation (RAG) wrapped in a hand-written agent… Continue reading on
How to Incentivise the Wrong Behaviour: The Tokenmaxxing Case Study
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How to Incentivise the Wrong Behaviour: The Tokenmaxxing Case Study
Corporate history is often littered with examples of good incentives gone wrong. The carrots must be achievable, but never effortless. The… Continue reading on
Building a Secure Python Code Execution Pipeline for AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Building a Secure Python Code Execution Pipeline for AI Agents
A defense-in-depth approach for safely executing LLM-generated Python code in production AI systems. Continue reading on Medium »
Building a Secure Python Code Execution Pipeline for AI Agents
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Building a Secure Python Code Execution Pipeline for AI Agents
A defense-in-depth approach for safely executing LLM-generated Python code in production AI systems. Continue reading on Medium »
Building a Secure Python Code Execution Pipeline for AI Agents
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Building a Secure Python Code Execution Pipeline for AI Agents
A defense-in-depth approach for safely executing LLM-generated Python code in production AI systems. Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Multi-Model AI Needs Routing, Not Just More Models
Multi-model AI sounds simple from the outside. Continue reading on Medium »
How I’d Go From Security+ to AI Red Teaming
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How I’d Go From Security+ to AI Red Teaming
A few months ago, I was trying to answer what should have been a simple question: Continue reading on Medium »