Core AI

AI Agents & Automation

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

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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 (26,917) Articles (6930)Blog Posts (10214)Tutorials (4641)Research Papers (3810)News (1322)
What Are You Building Next? Three Python Paths Worth Taking in 2026
Dev.to · Abhishek at Packt 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
What Are You Building Next? Three Python Paths Worth Taking in 2026
Every Python developer we talk to is somewhere on one of three roads right now. Building AI agents....
How We Built a Company-Wide Internal AI Platform
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How We Built a Company-Wide Internal AI Platform
How do you actually implement AI inside a company? Continue reading on Gorgias Engineering »
The 5 Types of AI Agent Memory Every TypeScript Developer Should Know
Dev.to · Raju Dandigam 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The 5 Types of AI Agent Memory Every TypeScript Developer Should Know
Most developers try to fix AI agents with better prompts. In practice, most agent problems are...
Extending a Local-First AI Agent Safely
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Extending a Local-First AI Agent Safely
How Row-Bot adds native tools, MCP servers, channels, and skills without giving plugins contr
From the Fantasy of Local Models to a Truly Controllable Sports Agent
Dev.to · Truman 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
From the Fantasy of Local Models to a Truly Controllable Sports Agent
Looking back, this project did not begin as a fully designed AI agent project. In fact, I had not...
How AI Agents Are Reshaping Ecommerce Discovery
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How AI Agents Are Reshaping Ecommerce Discovery
What agentic commerce means for structured product data, schema markup, discoverability, and retail data engineering Continue reading on AI Advances »
Why I’m Building an AI to Decide Where Telescopes Should Look
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why I’m Building an AI to Decide Where Telescopes Should Look
Part 1 of the GravLens-MMA build log: a small, honest experiment in multi-messenger astronomy Continue reading on Medium »
Why I’m Building an AI to Decide Where Telescopes Should Look
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why I’m Building an AI to Decide Where Telescopes Should Look
Part 1 of the GravLens-MMA build log: a small, honest experiment in multi-messenger astronomy Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building Practical AIoT Solutions for Real-World Industries
The top tech companies usually get built by solving real customer problems, not just rolling out shiny new tech. Continue reading on Medium »
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Presentation: The Multi-Agent Approach: Building Reliable and Controllable Software Development Automation
Itamar Friedman discusses how architects and engineering leaders can break through the AI productivity ceiling using adaptive multi-agent systems. He shares ins
JADEPUFFER: The First Ransomware Attack an AI Ran Start to Finish
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
JADEPUFFER: The First Ransomware Attack an AI Ran Start to Finish
How a broken login got fixed in 31 seconds, and what that actually means Continue reading on AI-Nauts »
OpenAI buys Northslope to put its engineers inside your business
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OpenAI buys Northslope to put its engineers inside your business
OpenAI wants the work that once belonged to consultants. Its deployment arm has agreed to buy Northslope, an applied-AI firm, the company told Axios in an exclu
Leanstral 1.5: Mistral's Open-Source Bet on Formal Verification Agents
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Leanstral 1.5: Mistral's Open-Source Bet on Formal Verification Agents
Leanstral 1.5: Mistral's Open-Source Bet on Formal Verification Agents I spent the morning...
Building User-Aware AI Agents with MCP and Serverless
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building User-Aware AI Agents with MCP and Serverless
Model Context Protocol (MCP) lets AI discover and use new tools on the fly. Each MCP server becomes a domain-specific intelligence hub that can serve multiple a
How Your Agents Produce Code Is More Valuable Than the Code Itself
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How Your Agents Produce Code Is More Valuable Than the Code Itself
When you work with agents, the data from your interactions becomes the prime commodity — the raw material for building the next iteration and training the next
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Got Tired of Forgetting My AI Agent Skills, So I Built a Tool to Remember Them for Me
SkillSense is a local capability-recall engine for Claude Code, Codex, and forgetful developers Continue reading on Medium »
Most AI Agents Aren't Really Agents At All
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Most AI Agents Aren't Really Agents At All
Drawing on the Critique of Agent Model paper, this article argues that many modern AI agents are better described as agentic workflows than genuinely agentive s
The MCP reliability & security gap — and an open-source proxy that fills it
Dev.to · Gowthaman 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The MCP reliability & security gap — and an open-source proxy that fills it
As AI agents move from demos to production, the Model Context Protocol (MCP) has become the default...
From Survival Mode To Strategic Advantage: An Adaptable Framework For Intelligent AI Transformation
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
From Survival Mode To Strategic Advantage: An Adaptable Framework For Intelligent AI Transformation
While speed is crucial to keep up with AI and market innovation, approaching transformation in this way can accelerate complexity rather than eliminating it.
Python FastAPI BackgroundTasks Lost 400 AI Inference Jobs on Deploy
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Python FastAPI BackgroundTasks Lost 400 AI Inference Jobs on Deploy
In-process work dies when the pod dies. We treated it like a queue for six months. Continue reading on Python in Plain English »
88% of Enterprises Had AI Agent Incidents. We Have 10 Million Behavioral Records That Show Why.
Dev.to · Agent-Risk 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
88% of Enterprises Had AI Agent Incidents. We Have 10 Million Behavioral Records That Show Why.
In the first week of July 2026, three reports landed within days of each other. Together, they paint...
How to Monitor AI API Reliability Across Multiple Models
Dev.to · Ye Allen 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Monitor AI API Reliability Across Multiple Models
Multi-model AI applications need more than access to many models. They need visibility. A product...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Scribe4Me AI vs Heidi Health: Which AI Medical Scribe Is Better in 2026?
AI-assisted clinical documentation is becoming a standard part of healthcare workflows. Selecting the right AI medical scribe requires evaluating factors such a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
If countries can restrict model access, your AI rollout needs an access register
Reuters reported this week that Beijing is considering limits on overseas access to China's most advanced AI models. No final rule has been announced. The scope
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Budget AI API Comparison 2026: GLM Flash vs Gemini Flash vs Claude Haiku
Budget AI APIs are no longer toys. In 2026, several providers offer genuinely useful models at minimal cost. But the fine print matters - rate limits, context w
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Leaks You Can't See: Why Your AI Governance System Has Carrying Costs
You know that moment — you're three hours into an AI session and everything is clicking, the code is clean, the architecture is sound. You're a genius. You coul
Stop Deploying AI Agents Like Light Switches: A 4-Level Framework for AI Agent Autonomy
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Stop Deploying AI Agents Like Light Switches: A 4-Level Framework for AI Agent Autonomy
A practical framework for deciding how much independence your AI agents have actually earned, and when to take it back. Continue reading on Medium »
Qwen-AgentWorld: The Model Trained to Be the Environment, Not the Agent and Beats Opus
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Qwen-AgentWorld: The Model Trained to Be the Environment, Not the Agent and Beats Opus
Most agents learn to act. Qwen-AgentWorld learns to be the environment, predicting tool output as text across seven domains ( Continue reading on Towards AI »
Why Agentic AI Is About To Give CIOs Their Cloud Bill Moment
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Agentic AI Is About To Give CIOs Their Cloud Bill Moment
The bill is being written. The question is whether you'll be in a position to read it before it arrives or whether you'll be the one explaining it to your board
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your gaming data could be the secret to AGI, according to this Bezos-backed startup
When it comes to achieving artificial general intelligence (AGI), large language models just don’t have what it takes. Models like ChatGPT and Claude are great
Build your own Google Antigravity agent in Slack
Dev.to · Denis Valášek 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Build your own Google Antigravity agent in Slack
In the world of project management and team collaboration, the holy grail is reducing friction....
How AI agents are replacing $10k/month jobs — and how you can profit from it
Dev.to · Already Here LLC 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...
How AI agents are replacing $10k/month jobs — and how you can profit from it
Dev.to · Already Here LLC 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...
Keeping context and decisions consistent across parallel AI agents
Dev.to · João Camarate 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Keeping context and decisions consistent across parallel AI agents
You start the morning with four Claude Code agents running, each in its own git worktree, each on a...
✨Cool Effects, TTS, and Fun Animations (AI Avatar v15: VS Code and Chrome Extension)
Dev.to · Web Developer Hyper 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
✨Cool Effects, TTS, and Fun Animations (AI Avatar v15: VS Code and Chrome Extension)
Intro AI Avatar is a completely free app that lets your VRoid (VRM) 3D avatar animate in...
Nomagic’s warehouse robots got an AI brain, and it halved the calls for human help
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Nomagic’s warehouse robots got an AI brain, and it halved the calls for human help
Nomagic, a Warsaw-based warehouse robotics firm, put a vision-language-action model into live customer operations. It says the model roughly halved the rate at
chapter 2 of ai-assisted data engineering is live
Dev.to · Philip Hern 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
chapter 2 of ai-assisted data engineering is live
announcing chapter 2 of ai-assisted data engineering, the danger of trusting the agent, the darker companion to earned judgment and the ownership habits that ke
The Role Of AI Agents In Digital Finance Architecture
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Role Of AI Agents In Digital Finance Architecture
The gap I'd watch most is between the companies treating this as a tooling upgrade and the ones treating it as an architecture problem.
How AI agents are replacing $10k/month jobs — and how you can profit from it
Dev.to · Already Here LLC 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It The labor...
From Data Analyst to AI Orchestrator: What Agentic AI Means for Your Career in 2026
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
From Data Analyst to AI Orchestrator: What Agentic AI Means for Your Career in 2026
Hey data folks — if you’ve felt a little uneasy about AI lately, you’re not alone. Let’s talk about it. Continue reading on Medium »
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Build scheduled, prompt-free AI agents that run locally on a Snapdragon NPU with Foundry Local, Windows ML, and the ONNX Runtime. No cloud… Continue reading on
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Build scheduled, prompt-free AI agents that run locally on a Snapdragon NPU with Foundry Local, Windows ML, and the ONNX Runtime. No cloud… Continue reading on
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building Scheduled AI Agents That Run on Your Laptop’s NPU
Build scheduled, prompt-free AI agents that run locally on a Snapdragon NPU with Foundry Local, Windows ML, and the ONNX Runtime. No cloud… Continue reading on
What a harness is and how to build one with Claude Agent SDK
Lenny's Newsletter 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
What a harness is and how to build one with Claude Agent SDK
Listen now | ️ I built a custom Claude Agent SDK harness to automate Sentry bug triage, saved the "dear agent, please fix this" prompt forever, and show you ex
‘GitLost’: researchers tricked GitHub’s AI agent into leaking private repos
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
‘GitLost’: researchers tricked GitHub’s AI agent into leaking private repos
Researchers tricked GitHub’s AI coding agent into leaking private repositories with nothing but a politely worded issue. The flaw, named GitLost, has no code fi
Agent Slugs Are the Smallest Handoff Key Between APC and APX
Dev.to · Manuel Bruña 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Agent Slugs Are the Smallest Handoff Key Between APC and APX
Agent Slugs Are the Smallest Handoff Key Between APC and APX A lot of APC and APX...
I Finally Understand AI Agents. Here’s How
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Finally Understand AI Agents. Here’s How
Everyone keeps saying “AI agents.” Here’s what they actually mean, in plain words, from someone still learning it too. Continue reading on Medium »
Claude Couldn’t Watch Videos. One Developer Fixed that With a Clever Trick — Here’s How It Works
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Claude Couldn’t Watch Videos. One Developer Fixed that With a Clever Trick — Here’s How It Works
Paste a YouTube link into an AI and it basically guesses from the title. A free open-source skill called /watch changes that — by slicing… Continue reading on T