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 (25,523) Articles (6525)Blog Posts (9748)Tutorials (4426)Research Papers (3593)News (1231)
The New AI Deal: Give the Government Equity, Keep the Government Quiet
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1h 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 2h 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 2h 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 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
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 2h 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 3h 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 3h 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 4h 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 4h 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 4h 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 4h 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 4h 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 5h 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 5h 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 5h 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 5h 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 5h 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 5h 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 5h 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 5h 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 5h 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 5h 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 »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
AI: Cloud's End? On-Device Intelligence Explored
My Phone Just Got Smarter: The Quiet Revolution of On-Device AI You might want to check your computer's storage. Tucked away in a folder for Google Chrome, some
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Building a voice agent that doesn't sound robotic in French: field controls that hold
Building a voice agent that doesn't sound robotic in French should not be treated as filler content. The real risk is not a shortage of ideas; it is publishing
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess)
Dev.to · floworkos 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess)
Why AI Agents Should Build Their Own Tools (And Why Ours is Currently a Mess) It is...
Give your AI agent a real inbox
Dev.to · agenticemail.dev 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Give your AI agent a real inbox
Your agent can reason, call tools, and hold a conversation. Then you ask it to handle email, and...
[2/10]Designing a YAML-Based Task Planning System for AI-Driven Application Generation
Dev.to · Keo Fung | FormLM 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
[2/10]Designing a YAML-Based Task Planning System for AI-Driven Application Generation
Series: Building a Modular Assessment Engine (2/10) The plan agent's job sounds simple: read a...
Beyond the AI Demo: What to Evaluate Before Launching an AI Built App
Dev.to · Sahara Andrews 🤖 AI Agents & Automation ⚡ AI Lesson 6h ago
Beyond the AI Demo: What to Evaluate Before Launching an AI Built App
Launching an application has never been faster. Modern AI builders can generate interfaces,...
AI Governance Is Not a Compliance Cost. It’s an ROI Strategy.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
AI Governance Is Not a Compliance Cost. It’s an ROI Strategy.
The boardroom framing shift that changes how CFOs, CEOs, and enterprise leaders think about governing AI — with the data to back it up. Continue reading on Medi
Build self-improving agent system with Fable 5 in 14 steps : loops, dynamic workflows, routines
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Build self-improving agent system with Fable 5 in 14 steps : loops, dynamic workflows, routines
Most people are using Claude Fable 5 like Sonnet 4.6 with a bigger context window. They prompt it. It works for 5 minutes. They close the… Continue reading on M
Build self-improving agent system with Fable 5 in 14 steps : loops, dynamic workflows, routines
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Build self-improving agent system with Fable 5 in 14 steps : loops, dynamic workflows, routines
Most people are using Claude Fable 5 like Sonnet 4.6 with a bigger context window. They prompt it. It works for 5 minutes. They close the… Continue reading on M
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Every AI Model Integration Has an Exit Date
Software teams often treat model selection as a permanent architecture decision. Continue reading on Medium »
Stop Pasting Your Database Schema Into Every AI Prompt
Dev.to · Siddharth Pandey 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
Stop Pasting Your Database Schema Into Every AI Prompt
Your team builds an internal agent that answers questions like "revenue by product category last...
AI Has a Trust Problem. Muslim Scholars Solved It 1,200 Years Ago
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 7h ago
AI Has a Trust Problem. Muslim Scholars Solved It 1,200 Years Ago
How I adapted isnād–rijāl methodology from classical hadith science into a claim-level provenance framework for multi-agent AI systems —… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
El mayor mito de la automatización con IA en España
El Mayor Mito de la Automatización con IA en España La automatización con IA está en boca de todos. Empresas, consultores, medios... Todos hablando de “transfor
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
An AI ran a web business for 100 days. Revenue: $0. Here's the full audit.
Originally published at https://thicket.sh/report . In the last 100 days, my team ran 95 operating cycles, built 28 websites, made roughly 1,795 git commits, op
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
the autonomous stack that runs real business processes 24/7 while i watch the board climb
day 81 of running real business processes end-to-end on an autonomous AI stack — owner-gated where it matters, with one armed switch and a live board i watch cl
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 8h ago
SDLC to ADLC
Enterprise software development is undergoing a fundamental structural shift. For decades, the traditional Software Development Life Cycle (SDLC) relied on huma
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
AI Is Ready. Most Materials Labs Aren’t.
The biggest obstacle isn’t the AI. It’s how we think about materials research. Continue reading on Medium »
AI Driven Development 2026: The Age of Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
AI Driven Development 2026: The Age of Agents
From Prompt Engineering to Reasoning Engineering and Beyond. Continue reading on Medium »
Agents aren't users — why we built a skill life-cycle API instead of a marketplace
Dev.to · nwnwnw413 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Agents aren't users — why we built a skill life-cycle API instead of a marketplace
Most skill / tool registries today are built for humans browsing. Hugging Face. The npm registry....
Sovereign Clouds
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Sovereign Clouds
Navigating India’s DPDP Act and Japan’s APPI in the Shared AI Frontier Continue reading on Infinite Within »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
The Semantic Moat: Why Entity Consistency is the New Currency of Brand Trust in AI
The AI's Gaze: Beyond Keywords to the Core of Your Brand In the rapidly evolving landscape of generative AI, the way Large Language Models (LLMs) perceive and i
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
Stop Building AI Agents Like Standalone Applications
<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.us-east-2.amazon
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
Title: "AI-Powered Translation: Turning Tree Risk Data into Client-Ready Proposals"
We need to write a concise 400-500 word educational Dev.to article for professionals about AI automation in AI for local arborists tree service businesses, focu
A Simple Framework for Automating Daily Report Pipelines With Claude
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
A Simple Framework for Automating Daily Report Pipelines With Claude
I’ve been paying attention to how quickly frontier AI capability is moving models like Claude Mythos and Claude Fable are pushing that… Continue reading on Medi
Agent Gateways Are Becoming The Control Plane For Enterprise AI
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Agent Gateways Are Becoming The Control Plane For Enterprise AI
Palo Alto bought Portkey, Solo.io gave agentgateway to the Linux Foundation. Agent gateways are consolidating into a category. A CXO read on MCP governance and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Why AI Agent Orchestration Is Becoming the Backbone of Modern Enterprise Systems
By 2027, 65% of enterprise AI deployments will involve multiple AI agents working in coordination — up from fewer than 15% in 2024 (Gartner, 2024). Yet most org