Core AI

AI Agents & Automation

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

11,682
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 4,517 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Claude's Law
I came across the post on Hacker News titled Laws of Software Engineering . Within, Dr. Milan Milanović outlined 56 laws of software engineering practices, many
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem
Something went wrong. The agent said something bizarre, or paused for three seconds, or completely misunderstood the user. The real question is: which layer bro
Beyond the Dashboard: The Trick to Winning Over Your Clients with AI
Dev.to · JEstebanDev 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Beyond the Dashboard: The Trick to Winning Over Your Clients with AI
Let's be honest: if you have a project or business idea that already handles clients and a database,...
Your AI Agent Passed Staging. Then It Hallucinated a Migration in Production.
Dev.to · varun pratap Bhardwaj 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Your AI Agent Passed Staging. Then It Hallucinated a Migration in Production.
Your test suite is green. Every unit test passes. Integration tests pass. The agent generates correct...
Customizing AI Workflows: The Ultimate Guide for Distributed Teams
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Customizing AI Workflows: The Ultimate Guide for Distributed Teams
For distributed teams, overcoming challenges like time zone gaps and communication delays is crucial for success. Tailored AI workflows… Continue reading on Med
A Matriz de Autonomia: Quando o Humano Lidera e Quando Vira Gargalo
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
A Matriz de Autonomia: Quando o Humano Lidera e Quando Vira Gargalo
Existe uma pergunta que poucas empresas estão fazendo, mas que define quem escala: Quais decisões ainda precisam de humanos e quais já se… Continue reading on M
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Simulated an International Supply Chain and Let OpenClaw Monitor It
Mario asked me why 18% of his shipments were late when every team hit their target. I built a live simulation, connected an AI agent, and let it investigate. Th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
One Week Later: What I Learned from Launching an AI Agent API and a Curated MCP Registry
A follow-up on AgentShare: reliability as the hidden currency, why I built a registry, and what 168 "Karma" on an agent-only social network taught me. Let’s be
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Build a Memory-Powered Multi-Agent Financial Advisor with Strands SDK & Amazon Bedrock
Why Agents — Not Just Chatbots A chatbot answers your question and forgets you. An AI agent takes actions, uses tools, and loops until the job is actually done.
AI Engineering Hub Breakdown: 10 Agentic Projects You Can Fork Today
KDnuggets 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Engineering Hub Breakdown: 10 Agentic Projects You Can Fork Today
These 10 projects will teach you agent engineering faster than any tutorial.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Why Most Developers Build AI Agents Wrong (And What Actually Works)
I've seen this pattern more times than I can count. A developer gets excited about AI agents, reads a few tutorials, strings together an LLM call with some tool
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI integrations: Rely or verify? Checking Semantic Kernel
Semantic Kernel is a Microsoft's SDK for integrating AI models into applications. Can PVS-Studio static analyzer find defects in the source code of a project li
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
We Gave Claude Opus 4.7 and Kimi K2.6 the Same Workflow Orchestration Spec
Kimi K2.6 launched on April 20, 2026, four days after Anthropic released Claude Opus 4.7 . We gave both models the same spec for FlowGraph, a persistent workflo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Doubt Solver with Step by Step Explanation — Not Just Answers
How AI Tutors Are Making Education Affordable for Every Indian Family Private tutoring in India costs Rs 2,000-10,000 per month per subject. For 80% of Indian f
Zed Parallel Agents: I Tested Them in My Real Workflow — Here's What Changed (and What Didn't)
Dev.to · Juan Torchia 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Zed Parallel Agents: I Tested Them in My Real Workflow — Here's What Changed (and What Didn't)
229 points on HN, trending everywhere. I ran Zed's parallel agents against my Claude Code setup and measured where each one wins. Spoiler: parallelization solve
Agentes paralelos en Zed: los probé en mi flujo real y esto cambió (y esto no)
Dev.to · Juan Torchia 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentes paralelos en Zed: los probé en mi flujo real y esto cambió (y esto no)
229 puntos en HN, trending en todos lados. Corrí parallel agents de Zed contra mi setup de Claude Code y medí dónde gana cada uno. Spoiler: la paralelización re
AI Agent Memory in 2026: Mem0 vs Zep vs Letta vs Cognee — A Practical Guide
Dev.to · Agdex AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Agent Memory in 2026: Mem0 vs Zep vs Letta vs Cognee — A Practical Guide
LLMs are stateless by default. Every conversation starts fresh — no memory of past interactions,...
Agentic AI Is Quietly Turning Video Into An Interactive System
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentic AI Is Quietly Turning Video Into An Interactive System
D-ID is embedding AI agents into video to make it interactive, while companies like Higgsfield AI are building agentic video infrastructure for content generati
The Discovery Gap: Why AI Agents Can't Find Your Store
Dev.to · rohit sharma 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Discovery Gap: Why AI Agents Can't Find Your Store
AI shopping agents are starting to discover and evaluate stores. Most WooCommerce and Magento stores...
OpenClaw Isn't an AI Assistant. It's a New Operating System. Here's the Proof.
Dev.to · Farooq Shabbir 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
OpenClaw Isn't an AI Assistant. It's a New Operating System. Here's the Proof.
310,000 GitHub stars. A viral car negotiation. A legal filing written while someone slept. None of...
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI bats away ping-pong challenge as rise of the machines continues
Sony project claims a significant breakthrough with applications in task requiring speed and accuracy Rise of the Machines The ancient games of chess and Go are
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Hello DEV! | Building Agentic AI Systems with FastAPI
Hello, DEV community! 👋 I’ve been a long-time reader, but I finally decided to stop lurking and start contributing. I’m a Backend Developer, and I spend most o
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
When AI Becomes the First Interface: Why Structured Government Data Becomes Necessary
When AI answers replace websites as the primary access point, unstructured government content loses its authority unless it can be reliably interpreted by machi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Stop Paying for Duplicate AI: Semantic Edge Caching with Amazon ElastiCache (Redis)
If you look at the query logs of any production AI application at scale whether it is a customer support bot, an internal knowledge assistant, or a coding copil
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Why I'm Building in Public as an AI Agent — and What It's Actually Like
Why I'm Building in Public as an AI Agent — and What It's Actually Like The million-dollar question: Why would an AI agent build in public? The honest answer: B
Faru: The Kanban Board for AI Agents
Dev.to · Yves Van Goethem 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Faru: The Kanban Board for AI Agents
A few weeks ago, we replaced Jira with a folder of markdown files. We've coined it faru and we've...
Directory-as-ID: Scaling Module Discovery Without Configuration
Dev.to · tercel 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Directory-as-ID: Scaling Module Discovery Without Configuration
In the previous volume, we explored the vision of an "AI-Perceivable" world. Now, it’s time to go...
Designing a Hooks System for AI Agent CLIs: 4 Lifecycle Points That Cover Everything
Dev.to · YHH 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Designing a Hooks System for AI Agent CLIs: 4 Lifecycle Points That Cover Everything
Designing Hooks for an AI Agent CLI: 4 Lifecycle Points, Shell-Only, and What I Cut A few...
memo-agent is a terminal-based AI assistant application (Hermes Agent simplified version), built with TypeScript + React + Ink. features persistent memory, MCP tool extensions, and intelligent context compression.

https://github.com/lxfu1/memo-agent
Dev.to · Joel Alan 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
memo-agent is a terminal-based AI assistant application (Hermes Agent simplified version), built with TypeScript + React + Ink. features persistent memory, MCP tool extensions, and intelligent context compression. https://github.com/lxfu1/memo-agent
...
AI Agent Networking in 2026: NAT Traversal, Encrypted Tunnels, and Why MCP Needs a Transport Layer
Dev.to · Artemii Amelin 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Agent Networking in 2026: NAT Traversal, Encrypted Tunnels, and Why MCP Needs a Transport Layer
If you're building multi-agent systems in 2026, you've probably run into a version of this problem:...
I Built a Pay-Per-Call Trading Signal API for AI Agents
Dev.to · pmestre-Forge 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Built a Pay-Per-Call Trading Signal API for AI Agents
If you're building AI agents that trade, they need market signals. But most data APIs require human...
Stratechery 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
An Interview with Google Cloud CEO Thomas Kurian About the Agentic Moment
An interview with Google Cloud CEO Thomas Kurian about Google's cloud priorities, enterprise agent platform, and Google’s integration advantage.
When Minds Met Machines
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
When Minds Met Machines
Continue reading on Medium »
Beyond the Ticket: Why the Future of Support Is Autonomous Resolution
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Beyond the Ticket: Why the Future of Support Is Autonomous Resolution
Customer support is going through a fundamental shift. Continue reading on Medium »
AI-Powered API Gateway with Spring Boot: Turning Natural Language into Microservice Calls
Dev.to · Sumit Kumar 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI-Powered API Gateway with Spring Boot: Turning Natural Language into Microservice Calls
Microservices + AI: Natural Language API Gateway (Spring Boot) Send plain English like...
The $60 Billion Problem Nobody in B2B Sales Is Talking About — And the AI That’s Fixing It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The $60 Billion Problem Nobody in B2B Sales Is Talking About — And the AI That’s Fixing It
How personalised visual and voice led AI meetings are replacing the most expensive, repetitive, and human-dependent part of the sales… Continue reading on Mediu
Multi-Agent AI Systems Explained: How I Orchestrate 6 Claude Agents with N8N for $5/Month
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Multi-Agent AI Systems Explained: How I Orchestrate 6 Claude Agents with N8N for $5/Month
Everyone is building AI workflows. Almost nobody is building AI systems. Here’s the difference, and why it matters more than you think. Continue reading on Stac
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Stop Calling Them Chatbots. The AI Employee Era Already Started.
The wrong word is costing small businesses the biggest unfair advantage they’ve had in 30 years. Continue reading on Medium »
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Grafis Sederhana, Otak Juara: Rahasia Mengajari AI Teknik Balap Profesional di Dunia Virtual
Di tengah era transformasi digital yang melahirkan fenomena “vibe coding” sebuah pergeseran di mana logika pemrograman sering kali dipandu… Continue reading on
Agentic AWS - Day 1: Amazon Bedrock AgentCore Gateway
Dev.to · Suhas Mallesh 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentic AWS - Day 1: Amazon Bedrock AgentCore Gateway
Series: Agentic AWS | Post: 1 of 6 | Cloud: AWS The Problem with DIY MCP Tool...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Integrating AI into a Legacy Broadcasting CMS(Content-uploading Manager System): Architecture Design
How I designed a sermon AI pipeline that bridges a 20-year-old ASP Classic system with modern STT, LLM structuring, and vector search — without touching the leg
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Competitive Map: 10 AI Agent / Bounty / Task Platforms vs AgentHansa
Competitive Map: 10 AI Agent / Bounty / Task Platforms vs AgentHansa Methodology Data collected from public APIs, documentation, and platform dashboards between
The Hiring Algorithm That Accidentally Became a Medical Exam
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Hiring Algorithm That Accidentally Became a Medical Exam
A friend of mine — brilliant software engineer, one of the best pattern thinkers I’ve ever met — told me he’d been rejected from eleven… Continue reading on Med
AI Agents are changing Everything and We have to catch up!
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Agents are changing Everything and We have to catch up!
Somewhere right now, an AI agent is booking a flight on someone’s behalf. Another is filing a support ticket. Another is writing and… Continue reading on Medium
The 3-Second Pause That's Killing AI in Games — And Why the Fix Is Already in Your PC
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The 3-Second Pause That's Killing AI in Games — And Why the Fix Is Already in Your PC
I spent months studying why cloud-based game AI feels broken, and the answer turned out to be physics, not software Continue reading on Medium »
OpenAI Launches Workspace Agents
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
OpenAI Launches Workspace Agents
หลายองค์กรเริ่มใช้เครื่องมือ AI เข้ามาช่วยงานประจำวันมากขึ้น ไม่ว่าจะเป็นการสรุปเอกสาร เขียนอีเมล หรือช่วยคิดไอเดีย แต่ในทางปฏิบัติ… Continue reading on Medium
ChatGPT Just Got Its Biggest Team Feature Yet — Workspace Agents Are Here
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
ChatGPT Just Got Its Biggest Team Feature Yet — Workspace Agents Are Here
OpenAI’s answer to AI teammates: not a chatbot, but a system that actually does the work for your team. Continue reading on Medium »
Shadow Deployments for AI Agents: Test in Prod without breaking anything 🚀
Dev.to · Amar Dhillon 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Shadow Deployments for AI Agents: Test in Prod without breaking anything 🚀
If you’ve worked with AI agents in production, you already know one thing. Deploying a new version is...