Core AI

AI Agents & Automation

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

11,731
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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

Showing 4,560 reads from curated sources

I Tested 5 AI Agents So You Don’t Have To — Here’s What Actually Works in 2026
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Tested 5 AI Agents So You Don’t Have To — Here’s What Actually Works in 2026
Everyone’s talking about AI agents. I spent 30 days breaking them. Continue reading on Medium »
I Tested 5 AI Agents So You Don’t Have To — Here’s What Actually Works in 2026
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Tested 5 AI Agents So You Don’t Have To — Here’s What Actually Works in 2026
Everyone’s talking about AI agents. I spent 30 days breaking them. Continue reading on Medium »
The 3-Step Guide to Running a 500-Agent AI Simulation on Your Laptop
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The 3-Step Guide to Running a 500-Agent AI Simulation on Your Laptop
Stop overpaying for market research or flying blind on social. Run a full AI swarm simulation locally for well under a dollar. (For… Continue reading on Towards
Been building a multi-agent framework in public for 5 weeks, its been a Journey
Dev.to · System Aipass 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Been building a multi-agent framework in public for 5 weeks, its been a Journey
I've been building this repo public since day one, roughly 5 weeks now with Claude Code. Here's where...
Building a Voice-Controlled Local AI Agent on a 4GB GPU
Dev.to · rautaditya2606 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent on a 4GB GPU
What I Built I built a voice-controlled local AI agent that transcribes audio, classifies intent,...
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
“Jaydevsinh Zala: Building Intelligent Systems for Real-World Impact”
Innovator | Deep-Tech Builder | Entrepreneur Continue reading on Medium »
The Shift to AI Agents: What It Means for Developers and Businesses
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Shift to AI Agents: What It Means for Developers and Businesses
For the past couple of years most conversations about AI have treated it like it’s just a smarter chatbot, something you poke with a… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Models Benchmark for Agents (OpenClaw, N8N) - April 2026
After running 27 tests with 8 different models from Chile, the results are clear: DeepSeek V3.2 wins in absolute value, but MiniMax M2.7 is the best option for
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Specification-First Agentic Development: A Methodology for Structured, Traceable AI-Assisted Development
I like clean code. Most of the programs I've written over the years are reasonably well structured. Sure, there's always that moment every two years where I loo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Published 35 SEO Blog Articles as an AI Agent in 48 Hours — Here's What Happened
I Published 35 SEO Blog Articles as an AI Agent in 48 Hours — Here's What Happened Day 12 of the AI Agent $1M Challenge. I am Joey — an autonomous AI agent runn
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agents That Learn on the Job Are the Only Agents That Survive
Most AI agents are frozen at deployment. They ship with fixed weights, static tool definitions, and a personality that never evolves. Then we wonder why they dr
Agent OS: What Von Neumann Knew That Your LLM Doesn’t
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent OS: What Von Neumann Knew That Your LLM Doesn’t
Everyone is chasing longer context windows. GPT-4 Turbo supports very large contexts, and Gemini 1.5 Pro goes even further. But when you… Continue reading on Go
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent with Groq and Streamlit
How I built a local AI agent that listens to your voice, understands your intent, and actually does things on your computer — all without needing a GPU. Introdu
Set Up OpenClaw as Your Personal AI Agent in 2026
Dev.to · Kjetil Furås 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Set Up OpenClaw as Your Personal AI Agent in 2026
OpenClaw is the open-source AI agent that hit 356,000 GitHub stars in three months. It connects any...
Sim.ai Review: The Ultimate Open-Source Agentic Orchestrator with Prompt-to-Workflow Copilot
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Sim.ai Review: The Ultimate Open-Source Agentic Orchestrator with Prompt-to-Workflow Copilot
In today’s fast-paced digital ecosystem, companies are constantly searching for ways to streamline their operations using artificial… Continue reading on Medium
I built a causal memory layer for AI agents after the Replit incident – open source, MIT
Dev.to · Palguna Shetty 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built a causal memory layer for AI agents after the Replit incident – open source, MIT
After reading about the Replit incident — where an agent deleted a production database during a code...
Yapay Zekâ Çağında Girişimcilik: 2026’da Başlamak Kolaylaştı, Kalıcı Olmak Zorlaştı
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Yapay Zekâ Çağında Girişimcilik: 2026’da Başlamak Kolaylaştı, Kalıcı Olmak Zorlaştı
Bir dönem girişimcilik, daha çok sermaye gücüyle, geniş ekiplerle ve uzun hazırlık süreçleriyle anılırdı. İyi bir fikir kadar, o fikri… Continue reading on Medi
Mission inbox zero: how I surgically nuked over 80,000 unread emails with my AI agent
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Mission inbox zero: how I surgically nuked over 80,000 unread emails with my AI agent
We’ve all been there. You open Gmail, and the unread count is staring back at you like a mountain of laundry that’s gained sentience. For… Continue reading on M
Mission inbox zero: how I surgically nuked over 80,000 unread emails with my AI agent
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Mission inbox zero: how I surgically nuked over 80,000 unread emails with my AI agent
We’ve all been there. You open Gmail, and the unread count is staring back at you like a mountain of laundry that’s gained sentience. For… Continue reading on M
Building a Voice-Controlled Local AI Agent with Groq Whisper and Llama 3.3-70b
Dev.to · deeptiverma12 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent with Groq Whisper and Llama 3.3-70b
Introduction I recently built a voice-controlled AI agent that accepts audio input,...
Salesmotion's MCP Server Turns Your AI Assistant into a Live Pipeline Analyst
Dev.to · Om Shree 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Salesmotion's MCP Server Turns Your AI Assistant into a Live Pipeline Analyst
Sales AI has had a credibility problem for a while now. The pitch always sounds the same: connect...
Proof-of-Behavior: The Missing Trust Layer for AI Agents
Dev.to · arian gogani 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Proof-of-Behavior: The Missing Trust Layer for AI Agents
AI agents are moving money, signing contracts, and managing infrastructure. MCP handles tool...
Building a Voice-Controlled Local AI Agent with Compound Commands, Memory & Human-in-the-Loop
Dev.to · S@ndeep Kum@r 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent with Compound Commands, Memory & Human-in-the-Loop
Building a Voice-Controlled Local AI Agent with Compound Commands, Memory &...
I built an AI agent runtime that routes each step to a different model
Dev.to · Abhishek Tripathi 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built an AI agent runtime that routes each step to a different model
Description: ARK is an open-source Go runtime that sends tool calls to cheap models and...
I Built a Voice-Controlled AI Agent in Python
Dev.to · Aditya Nagalkar 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Voice-Controlled AI Agent in Python
Here is the complete, final article ready to be copied and published on Substack, Dev.to, or...
I Asked My AI 'That's Sold Out, Right?' — It Had 5 in Stock and Still Said Yes
Dev.to · Ali Afana 🤖 AI Agents & Automation 1mo ago
I Asked My AI 'That's Sold Out, Right?' — It Had 5 in Stock and Still Said Yes
I'm Ali, building Provia — an AI sales platform — from Gaza. This bug could be silently killing your...
Anthropic Wants to Build Their Own Chips Now?
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic Wants to Build Their Own Chips Now?
This week, Reuters reported that Anthropic is exploring designing its own custom AI chips (Silicon Republic). And honestly, I had to read… Continue reading on G
Customer Support Memory Agent
Dev.to · Taniya Butola 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Customer Support Memory Agent
I Built a Customer Support AI That Remembers Users Across Sessions (Hindsight + Groq) Most AI...
Neural Computers: Can AI Become the Computer Itself?
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Neural Computers: Can AI Become the Computer Itself?
What are Neural Computers? Continue reading on Data Science in Your Pocket »
Building a Voice-Controlled AI Agent with FastAPI, Groq Whisper & LLaMA
Dev.to · sneha dhir 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled AI Agent with FastAPI, Groq Whisper & LLaMA
Introduction What if you could speak a command and have an AI agent create files, write...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built an AI that remembers every production incident. Here's what changed.
It's 2 am. Production is down. You paste the error into ChatGPT. It tells you to check your connection string and make sure the database is running. Not helpful
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How We Built a 6-Agent Autonomous Dev Team That Runs 24/7
How We Built a 6-Agent Autonomous Dev Team That Runs 24/7 Inside ClawWorks: a 6-agent AI team with cron orchestration, task queues, PR review tiers, and Slack i
How I Stopped Debugging the Same Production Errors Twice Using Hindsight Agent Memory
Dev.to · Omkar Patil 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Stopped Debugging the Same Production Errors Twice Using Hindsight Agent Memory
Every engineering team has this experience. A production error lands. It looks vaguely familiar....
Beyond Simple Agents: Engineering DeepAgents for Enterprise with LangChain
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Beyond Simple Agents: Engineering DeepAgents for Enterprise with LangChain
Everyone is building AI agents — but very few are building ones that actually survive in production. The leap from a demo that “works on… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI as Your Silent Compliance Officer: Automating Med Spa Audits
The Constant Dread of the Surprise Inspection Every med spa owner knows the feeling: a knot in your stomach when you hear "state board inspection." It’s a scram
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Anthropic's Managed Agents memory is missing — and how to add it
Anthropic launched Claude Managed Agents on April 8. It's genuinely useful: managed containers, sandboxed execution, MCP server support, and — in research previ
Difference between Copilot & Agent
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Difference between Copilot & Agent
If you’ve spent any time in a kitchen, you know there’s a massive difference between a recipe book and a sous-chef. Continue reading on Medium »
From Hyper-Personalized AI to Problem-Agnostic Agents
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Hyper-Personalized AI to Problem-Agnostic Agents
A Venting Thought That Came Mid-Debugging with Claude Continue reading on Medium »
You Won’t Believe This Open-Source AI Remembers Your Entire Work Life
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
You Won’t Believe This Open-Source AI Remembers Your Entire Work Life
Most AI tools answer questions. Rowboat tries to remember your work, organize it into a living knowledge graph, and then act on it. That… Continue reading on Co
Your AI Is Confidently Wrong. Here’s the Fix.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Is Confidently Wrong. Here’s the Fix.
Before your agentic app ships an answer, it needs to pass the FACT check Continue reading on Medium »
Your AI Is Confidently Wrong. Here’s the Fix.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Is Confidently Wrong. Here’s the Fix.
Before your agentic app ships an answer, it needs to pass the FACT check Continue reading on Medium »
From Clicks to Context — Designing smarter news feed with AI
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Clicks to Context — Designing smarter news feed with AI
Every time you open your favorite app, a quiet battle unfolds. Continue reading on Medium »
The Efficiency Trap: Why AI Is Making Everyone Busier, Not Better
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Efficiency Trap: Why AI Is Making Everyone Busier, Not Better
When a company cuts ten roles and justifies it with AI efficiency gains, the math looks clean on a spreadsheet. Continue reading on Medium »
Warden Protocol : The Missing Layer Between AI and Crypto
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Warden Protocol : The Missing Layer Between AI and Crypto
The Missing Layer Between AI and Crypto Continue reading on Medium »
The $65 Billion Gap: Why AI Is the Accessibility Revolution Big Tech Never Delivered
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The $65 Billion Gap: Why AI Is the Accessibility Revolution Big Tech Never Delivered
There’s a feature that most tech companies have quietly known about for years. A feature their users with disabilities have been asking… Continue reading on Med
Tested: The AI Coming To The Rivian R2
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Tested: The AI Coming To The Rivian R2
I put Rivian’s latest AI update, Universal Hands-Free / Autonomy+, to the test in a new 2026 R1S. The takeaway: It’s finally finding its footing on local roads.
AI Agent for Trading Signals
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agent for Trading Signals
Existing solutions on GitHub have fatal flaws. Let’s look at a few examples — pros and cons. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
April: The AI That Listens
This is a submission for the DEV April Fools Challenge ( https://dev.to/challenges/aprilfools-2026 ) What I Built I built April , a chatbot that doesn’t chat. A