Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

10,868
lessons
Skills in this topic
View full skill map →
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 3,884 reads from curated sources

How I Built a Multi-AI Fact-Checking SaaS Product with Zero Programming Experience
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How I Built a Multi-AI Fact-Checking SaaS Product with Zero Programming Experience
A complete beginner’s journey from “What is Node.js?” to a live, monetized web application — with help from AI. Continue reading on Medium »
How I Built a Multi-AI Fact-Checking SaaS Product with Zero Programming Experience
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How I Built a Multi-AI Fact-Checking SaaS Product with Zero Programming Experience
A complete beginner’s journey from “What is Node.js?” to a live, monetized web application — with help from AI. Continue reading on Medium »
Beyond Chatbots: Understanding AI Agents, Skills, and Evals
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Beyond Chatbots: Understanding AI Agents, Skills, and Evals
For the last couple of years the tech world has been obsessed with chatbots and copilots. We’ve gotten comfortable with AI as a very smart… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The next phase of the Microsoft OpenAI partnership
Technical Analysis: Next Phase of Microsoft OpenAI Partnership The recent announcement of the next phase of the Microsoft OpenAI partnership marks a significant
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Investors back Skye’s AI home screen app for iPhone ahead of launch
Skye's new AI app attracted investors before it even launched — a sign of interest in a more AI-aware iPhone.
Up and Running with Autonomous Mobile Robotics (AMR) in ROS 2 and C++
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Up and Running with Autonomous Mobile Robotics (AMR) in ROS 2 and C++
For any physically-intelligent mobile robot that operates autonomously in the real world, successful navigation is a critical capability… Continue reading on Me
I Built git blame for AI Decisions. Your Repo Already Needs It.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built git blame for AI Decisions. Your Repo Already Needs It.
Six months ago I looked at a retry policy in our payment service and had no idea why it existed. Continue reading on Medium »
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Search has changed more than we think
I don’t think people fully realise how much the way we search has already changed. Continue reading on Medium »
Why Coding Agents Will Break Your CI/CD Pipeline (and How To Fix It)
Dev.to · Signadot 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Coding Agents Will Break Your CI/CD Pipeline (and How To Fix It)
Read this article on Signadot. Every engineering leader I speak with lately is quietly asking the...
What Are AI Agents and How Are They Changing Software Development?
Dev.to · Chisom Chima 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What Are AI Agents and How Are They Changing Software Development?
If you have spent any time in developer communities this year, you have heard the phrase "AI agents"...
How Claude Actually Thinks
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Claude Actually Thinks
What emotion vectors mean for your agents Continue reading on Level Up Coding »
How Claude Actually Thinks
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Claude Actually Thinks
What emotion vectors mean for your agents Continue reading on Level Up Coding »
Build Easily Your Own “Claude Code” with Three Agents: Brain, Hands, and Coordinator
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Build Easily Your Own “Claude Code” with Three Agents: Brain, Hands, and Coordinator
From monolithic AI scripts to an autonomous agent mesh that reads, reasons, and writes code, all with Protolink. Continue reading on Level Up Coding »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We Built a Voice AI Receptionist in 8 Weeks — Every Decision We Made and Why
Eight weeks. That's how long it took our team at Autor to go from "we should build a voice AI receptionist for healthcare clinics" to handling live patient call
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When Your AI Agent Sells Your Bike For 27 EUR Less
Anthropic ran 4 marketplace experiments where Claude agents bought, sold, and negotiated for 69 employees with zero human approval mid-deal. Same broken bike: H
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Rei-PL Prover v0.1: A D-FUMT-8-Native Proof Assistant Prototype (Paper 137)
This article is a re-publication of Rei-AIOS Paper 137 for the dev.to community. The canonical version with full reference list is in the permanent archives bel
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
In the AI Era, Soft Skills Are the Hard Skills
The more powerful AI gets, the more human the bottleneck becomes. You open a new chat, type a vague prompt, get a mediocre response, and blame the model. The mo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Claude Managed Agents Now Have Filesystem Memory
Claude Managed Agents got filesystem memory in public beta on April 23, 2026, agents read and write actual files Filesystem memory is greppable, diffable, and a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
DeepSeek V4 Pro Just Dropped — Here's What Changed for AI Agents
V4 Pro launched April 24, 2026. Been running it on production agents since. Specs Total params: 1.6T (MoE) Active params: 49B Context: 1M tokens (verified) Mode
AI-Powered Business Observability: A New DigiSmart Nervous System
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI-Powered Business Observability: A New DigiSmart Nervous System
In an era where enterprises depend heavily on hyper-digitization, business operations run on evolving technologies that update according… Continue reading on Me
AI POCs Don’t Die in the Lab. They Die in the Org Chart.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI POCs Don’t Die in the Lab. They Die in the Org Chart.
Most teams blame the model. The model is fine. What’s broken is who owns it on Tuesday morning. Continue reading on Medium »
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
OpenAI could be making a phone with AI agents replacing apps
The phone could go in mass production in 2028, an analyst says.
Control, Trust, and Accountability in a World of Machines: Revisited
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Control, Trust, and Accountability in a World of Machines: Revisited
The questions from 2016 were urgent. Generative and agentic AI make them existential. Continue reading on Procurement Tidbits »
The AI Buildout Boom Is Real – But So Are The Risks
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The AI Buildout Boom Is Real – But So Are The Risks
AI infrastructure is booming with real demand, but risks of overbuilding, capital cycles, and complex deal structures are rising fast.
Shadow AI: The Invisible Workforce Reshaping Your Company
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Shadow AI: The Invisible Workforce Reshaping Your Company
Employees are already using AI to do their jobs. The question is whether anyone in charge knows about it. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
From Photos to Precision: How AI Uses Video to Perfect Your Quotes
Tired of spending hours deciphering blurry client photos and playing phone tag just to generate a simple quote? You know inaccurate scopes lead to profit-eating
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Handoff Component: Why AI Output That Looks Great Still Gets Rewritten
The 4PM Friday Pattern Every team I've worked with has the same Friday afternoon pattern. Someone runs an AI prompt. The output is impressive. They forward it t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Most AI Agents Are Insecure by Default (And No One Is Testing Them)
Why Most AI Agents Are Insecure by Default <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https
Is It Time to Let AI Take Over Code Auditing?
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Is It Time to Let AI Take Over Code Auditing?
By Ananthan Indu Rajasekharan | April 2026 Continue reading on Decoding Crypto from KBA »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building a human-in-the-loop AI agent for CI/CD failure recovery
My pipelines break every week. Usually Docker cache issues, sometimes a pip dependency conflict, occasionally a missing credential that someone rotated and forg
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Demand Forecasting: A Beginner's Guide to Predictive Supply Chain Management
Understanding the Fundamentals In today's fast-paced business environment, accurately predicting customer demand can make or break a company's bottom line. Trad
Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base
Dev.to · Rotifer Protocol 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base
The next decade of AI will not be decided by which model is largest. It will be decided by which...
Stratechery 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Hardware, Meta Display, Redefining VR and AR
I finally tried the Meta Ray-Ban Display, and it completely changed how I think about AR and VR.
Why AI is the Ultimate Tax Collector for Your Failing Leadership
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why AI is the Ultimate Tax Collector for Your Failing Leadership
The Robot in the Mirror Continue reading on Medium »
Most “AI Agents” Aren’t Actually Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Most “AI Agents” Aren’t Actually Agents
The term AI Agent is everywhere right now. Continue reading on Medium »
The FAA’s AI Pivot: Why the Palantir Partnership Could Redefine the Global Kill Chain
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The FAA’s AI Pivot: Why the Palantir Partnership Could Redefine the Global Kill Chain
This sends a shiver down my spine. The FAA is now exploring a partnership with Palantir to integrate predictive AI into air traffic… Continue reading on Medium
From Chatbot to Power Tool: 4 Levels of AI Agent Mastery for Developers
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
From Chatbot to Power Tool: 4 Levels of AI Agent Mastery for Developers
Most developers are stuck at Level 1. Here’s the roadmap to Level 4. Continue reading on Medium »
The Future of AI Isn’t a Bigger Model. It’s a Better System
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Future of AI Isn’t a Bigger Model. It’s a Better System
Why Compound AI Systems — not GPT-7 — will define the next era of artificial intelligence Continue reading on Medium »
The Future of AI Isn’t a Bigger Model. It’s a Better System
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Future of AI Isn’t a Bigger Model. It’s a Better System
Why Compound AI Systems — not GPT-7 — will define the next era of artificial intelligence Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built a runtime safety layer that stops AI agents from breaking your system
AI agents are powerful. But they don't understand consequences. Left unchecked, an agent will happily set balance = 1,000,000 , break a core invariant, or corru
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Reading list (21st to 27th April)
What I am currently reading These are the current online posts that I enjoyed reading and made me think. AI If you are not the model, you are the harness. Long
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
7 Intelligent Automation Mistakes That Will Derail Your Project
7 Intelligent Automation Mistakes That Will Derail Your Project After watching dozens of automation initiatives stumble or fail, patterns emerge. The same avoid
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Comparing Intelligent Automation Approaches: Which Strategy Fits Your Project?
Comparing Intelligent Automation Approaches: Which Strategy Fits Your Project? Choosing the right approach to intelligent automation can make the difference bet
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Opening 5,000-Page PDFs in 1 Second: A Performance Revolution on Android with 8 On-Device AI Models
DocuMate PDF: AI Editor is a high-performance engineering project that pushes the boundaries of mobile device hardware capabilities. The… Continue reading on Me
What If AI Is Not a Weapon, but a Container?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What If AI Is Not a Weapon, but a Container?
A reflection on AI, layoffs, organizational memory, and the stories companies tell about progress. Continue reading on Medium »
How I Landed My First AI Client Using Simple Automation Skills
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How I Landed My First AI Client Using Simple Automation Skills
Most people think you need a shiny portfolio, a computer science degree, or some magical “AI genius” badge to land your first client. Continue reading on Toward
Series: Building a Production-Grade AI Migration System [Part 3 of 5]
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Series: Building a Production-Grade AI Migration System [Part 3 of 5]
Why We Stopped Letting the Agent Drive Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
From Panic to Protocol: AI Automation for Pharmacy Shortages
Another national drug shortage alert hits your inbox. Your heart sinks as you imagine the hours of manual work ahead: identifying affected patients, sourcing al