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

Showing 4,666 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Code API Token & Reliability Issues, New Multi-Agent Framework
Claude Code API Token & Reliability Issues, New Multi-Agent Framework Today's Highlights This week's top stories focus on critical performance and reliabili
llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI
Dev.to · soy 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI
llama.cpp Adds Gemma 4 Audio, Speculative Decoding & Ollama Agent Boost Local AI ...
Building a Voice-Controlled Local AI Agent (with Streamlit + Ollama)
Dev.to · Nidhesh Gomai 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent (with Streamlit + Ollama)
🧠 Introduction Voice interfaces are becoming a natural way to interact with software. In this...
From CLI to AI: The Evolution of How Humans Talk to Software
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From CLI to AI: The Evolution of How Humans Talk to Software
Every time you type a command, tap an icon, or ask an AI to do something for you — you are participating in a conversation that started… Continue reading on Med
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Trump officials may be encouraging banks to test Anthropic’s Mythos model
The report is particularly surprising since the Department of Defense recently declared Anthropic a supply-chain risk.
Sam Altman acabou de publicar o manual de como controlar Sam Altman
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Sam Altman acabou de publicar o manual de como controlar Sam Altman
Sobre o paradoxo de vender o antídoto do próprio veneno — e por que política industrial séria não pode ser escrita por quem vai ser… Continue reading on Medium
Connection or Automation? When AI Enters the Conversation
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Connection or Automation? When AI Enters the Conversation
Photo by Andres Siimon on Unsplash Continue reading on Medium »
The Memory Architecture Every Production AI Agent Actually Needs
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Memory Architecture Every Production AI Agent Actually Needs
The architecture that transforms stateless LLM calls into systems that actually remember — and why bigger context windows won’t save you. Continue reading on Me
The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret
Gary Tan reveals how to leverage the harness in order to achieve 10-100x productivity gains with the same AI model.
I Tested 5 AI Agents So You Don’t Have To — Here’s What Actually Works in 2026
Medium · AI 🤖 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 · 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 »