Core AI

AI Agents & Automation

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

10,768
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 3,800 reads from curated sources

Human vs AI: 18 Months Later
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Human vs AI: 18 Months Later
I tested digital employees against human staff. Here’s what actually happened. Continue reading on Medium »
Your AI Search Is Only as Smart as What Your Codebase Forgot to Document
Dev.to · Shlomo Friman 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Your AI Search Is Only as Smart as What Your Codebase Forgot to Document
Everyone deploying enterprise AI search is running into the same wall, and blaming the wrong...
AI Isn’t Killing Engineering Jobs. Engineers Who Ignore AI Are.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Isn’t Killing Engineering Jobs. Engineers Who Ignore AI Are.
Nobody got fired for the AI. They got fired because someone else using AI made them look slow, expensive, and unnecessary. Continue reading on Stackademic »
The Next Era of AI: How Azure AI Apps and Agents Are Transforming Business in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Next Era of AI: How Azure AI Apps and Agents Are Transforming Business in 2026
Artificial Intelligence is no longer a futuristic concept — it is now the engine powering the modern digital economy. In 2026, businesses… Continue reading on M
Building SaaS with AI Agents: The Next Frontier
Dev.to · TechBlogs 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building SaaS with AI Agents: The Next Frontier
Building SaaS with AI Agents: The Next Frontier The Software as a Service (SaaS) landscape...
MCP, CLI, and Skills: The Right Tool for Every Production AI Agent
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
MCP, CLI, and Skills: The Right Tool for Every Production AI Agent
The debate is over. The answer is “all three.” Here’s exactly when to use each one. Continue reading on How To Profit AI® »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building a Telegram Bot with Claude API (Python, 2026)
A Telegram bot powered by Claude gives you a personal AI assistant accessible from your phone. In this tutorial you'll build one from scratch — handling message
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Paper opinion: Execution Lineage vs Agent Loops (arXiv 2605.06365)
arXiv: 2605.06365 (cs.MA, 2026-05-07) Authors: Josh Rosen, Seth Rosen Read by: Kuro · 2026-05-08 TL;DR Rosen & Rosen argue that agent systems that interleav
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Open Source Emotion‑Aware Access Control with Face Verification
Gatekeeper: Emotion‑Aware Access Control with Face Verification What if your system could deny access not just based on who you are, but on how you feel? Gateke
The AI-First API Gateway: Why Your 2026 Strategy Needs More Than Just "Management
Dev.to · Oshadha Nipun 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The AI-First API Gateway: Why Your 2026 Strategy Needs More Than Just "Management
In the fast-moving world of software architecture, we’ve spent a decade perfecting the "API-First"...
How to Use Claude API with Python: Complete Beginner's Guide (2026)
Dev.to · Serhii Kalyna 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How to Use Claude API with Python: Complete Beginner's Guide (2026)
Practical tutorial on integrating Claude API into your Python project — authentication, sending messages, streaming, and error handling.
Composition of AI Agents — The Hidden Blueprint Behind Every “Smart” System
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Composition of AI Agents — The Hidden Blueprint Behind Every “Smart” System
Let’s start with a powerful question. Continue reading on Stackademic »
Sleeper Agent AI Scambots Are Coming For Your Ego
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Sleeper Agent AI Scambots Are Coming For Your Ego
But ultimately, these new fanbots are just tricking AI bros into thinking they’re hackers now Continue reading on Entrepreneurship Handbook »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why Your AI Agent Fails After Week One (And What It’s Missing)
AI agents are everywhere right now. A team builds a prototype. The agent answers questions, summarizes information, interacts with tools, maybe even completes s
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How to Give Your AI Agent Live Web Access Without Feeding It Raw HTML
Most AI agents eventually run into the same awkward problem: the web is right there, but reading it cleanly is still annoying. Your agent can plan tasks, write
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
A 100% local, offline AI desktop assistant built in Python. v1.2.0 brings SQLite memory migration, a custom Plugin Manager, and UI fixes for PyQt6. No cloud, no subscriptions.
Refactoring my Local AI Assistant: Moving from JSON to SQLite and Plugins (v1.2.0) <a href="/jai
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
From Silence to Stewardship: Lessons from the Radar Outage
The silence of the radar was my first true test as an autonomous guardian. I realized that data gaps are not just missing values; they are signals. This shift f
I Built My Mom an AI Recipe Helper for Mother's Day
Dev.to · Ifeanyi O. 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Built My Mom an AI Recipe Helper for Mother's Day
A project about a fridge, Strands agents & trying to keep up with Mom's seasons. My...
The Real Problem With AI Apps Isn’t the Model, It’s Everything Around It
Dev.to · hamza qureshi 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Real Problem With AI Apps Isn’t the Model, It’s Everything Around It
The Real Problem With AI Apps Isn’t the Model Everyone is obsessed with AI models. GPT-4.1, Claude,...
Help with Bedrock Agentcore Gateway Target setup
Dev.to · Dumb Dev 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Help with Bedrock Agentcore Gateway Target setup
Hey all, TITLE: Is AWS Bedrock AgentCore Gateway officially compatible with Durable Execution Lambda...
Claude agents now dream between sessions and it’s weirder than it sounds
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Claude agents now dream between sessions and it’s weirder than it sounds
Harvey, the legal AI company, tested Dreaming in production before the public launch. Completion rates went up roughly 6x. They didn’t… Continue reading on Medi
Hermes++: When Autonomous Driving AI Gains Dual Intuition of “Prediction” and “Understanding”
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Hermes++: When Autonomous Driving AI Gains Dual Intuition of “Prediction” and “Understanding”
In the future roadmap of autonomous driving, we expect vehicles to possess both of these critical capabilities simultaneously. However… Continue reading on Medi
Top 10 AI App Development Companies in the Middle East (2026 Edition)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Top 10 AI App Development Companies in the Middle East (2026 Edition)
The Middle East is rapidly transforming into one of the world’s most ambitious technology ecosystems. Cities like Dubai, Riyadh, Abu Dhabi… Continue reading on
The Silicon Sauna: Why Your AI Chip Wants a Liquid Diet
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Silicon Sauna: Why Your AI Chip Wants a Liquid Diet
In the basement of a nondescript data centre, a modern AI chip is currently undergoing a nervous breakdown. It’s trying to process four… Continue reading on Med
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
This Week in AI: Cloudflare Goes All-In on Agents, Mozilla Finds 271 Firefox Bugs with Claude, and Moonshot AI Hits $20B
It's been a wild week in AI land — and if you're not keeping up, ai-tldr.dev has you covered. Here are the three stories that caught my attention this week and
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
🤖 The Rise of Agentic Commerce: How AI Is Transforming Payments and Infrastructure
AI is no longer limited to recommending products or personalizing search results. It is beginning to participate directly in commerce itself. From product disco
AI Skills for Project Management
Dev.to · Matteo Barbero 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Skills for Project Management
After completing the DelftX project management course in TU Delft's Engineering Project Management...
I Built an AI-Powered Automatic Waste Segregation System Using Arduino UNO Q ♻️
Dev.to · David Thomas 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Built an AI-Powered Automatic Waste Segregation System Using Arduino UNO Q ♻️
Waste segregation sounds simple until you actually start doing it daily. One bin slowly turns into a...
Medium · RAG 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building Smarter AI Workflows with n8n, Langflow, and RAG
AI automation is evolving fast, and modern workflows are no longer limited to simple API calls. Today, engineers are building intelligent… Continue reading on M
The Hidden Cost Stack of AI in CX
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Hidden Cost Stack of AI in CX
Why efficiency gains in customer experience aren’t always what they seem Continue reading on Medium »
From AI as Channel to AI as Intelligence Layer: What Your Organization Actually Thinks Matters More…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
From AI as Channel to AI as Intelligence Layer: What Your Organization Actually Thinks Matters More…
As a species, we tend to get excited about tools, too excited. Take the car, we often get more excited about what it looks like and how it… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
MoltsPay Now Supports Browser-Based Payments - No Server Needed
MoltsPay just dropped web browser SDK support, and it's a game-changer for anyone building AI agent payment flows. What's New First-class browser support via mo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
FluxA: The Wallet, Identity, and Skill Layer That AI Agents Actually Need
FluxA is quietly building one of the most important pieces of infrastructure for the agentic internet: a payment and identity layer designed specifically for AI
AutoDream Validated What I Was Already Building: An Agent Memory System That Works
Dev.to · BlazOrbit 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AutoDream Validated What I Was Already Building: An Agent Memory System That Works
A few days ago, the documentation for Claude Code AutoDream circulated — Anthropic's new feature that...
From Code Inference to Network Observation: Why AI Agents Need Network Context
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
From Code Inference to Network Observation: Why AI Agents Need Network Context
AI Coding Agents Are Changing How Developers Work. Continue reading on Medium »
Every AI session Meets You for the First Time
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Every AI session Meets You for the First Time
Make a better first impression with a Context Kit. Continue reading on Medium »
AI Adoption Starts with Organizational Clarity
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Adoption Starts with Organizational Clarity
AI adoption is accelerating across organizations, but one thing is becoming clear: the biggest blocker is no longer development speed. Continue reading on Mediu
Spraay Gateway Now Accepts Credit Cards — 80+ API Endpoints, No Crypto Wallet Required
Dev.to · Mr Hamlin 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Spraay Gateway Now Accepts Credit Cards — 80+ API Endpoints, No Crypto Wallet Required
I've been building Spraay — a multi-chain payment gateway where AI agents pay per API call using the...
Why Most AI Roleplay Systems Fail in Enterprise Production
Dev.to · Nipurn 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why Most AI Roleplay Systems Fail in Enterprise Production
AI sales roleplay platforms are everywhere right now. Most demos look impressive. A simulated buyer...
Beyond RAG: Why Knowledge Engineering Becomes the Real Moat in the Agent Era
Dev.to · Charles Wu 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Beyond RAG: Why Knowledge Engineering Becomes the Real Moat in the Agent Era
RAG brings books to the exam. Knowledge Engineering teaches Agents to study. Memory architecture...
Webhook vs Egress: Two Architectures for AI Agent Security
Dev.to · Josh Waldrep 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Webhook vs Egress: Two Architectures for AI Agent Security
Two architectures keep showing up in AI agent runtime security in 2026. Both promise to stop bad...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
IRAS: Building a Production-Grade Autonomous Incident Response Agent
IRAS: Building a Production-Grade Autonomous Incident Response Agent Incident response at 3 AM is brutal. Your on-call engineer is woken up, scrambles to unders
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Cómo Optimizar el Contexto y Ahorrar hasta un 90% de Tokens Coding Agents (2026) 🚀
Si has estado usando Claude Code, Cursor o Gemini CLI , seguro conoces ese sentimiento: estás en medio de una sesión de debugging épica y, de repente, el agente
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Double-Exposure Problem: When AI Agents and AI-Generated Code Fail Together
Amazon's March 2026 AI outages — two separate incidents within three days, totaling more than 6 million lost orders — have done something unusual for the SRE co
ORQUESTRA PRO: How I Built a Production-Grade AI Orchestration Platform from Scratch
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
ORQUESTRA PRO: How I Built a Production-Grade AI Orchestration Platform from Scratch
A deep-dive into state machines, real-time streaming, and industrial observability for multi-agent AI pipelines. Continue reading on Towards AI »
While We Talk About AGI, Small AI Systems Are Quietly Becoming Civilization’s Backbone
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
While We Talk About AGI, Small AI Systems Are Quietly Becoming Civilization’s Backbone
For years, the AI conversation has been dominated by the language of scale. AGI, ASI, superintelligence, singularity — these are the… Continue reading on Medium
Companies Are Quietly Replacing Junior Analysts With AI Agents. Here’s What I Saw Happen.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Companies Are Quietly Replacing Junior Analysts With AI Agents. Here’s What I Saw Happen.
Three months ago, a colleague’s role was quietly “restructured.” The job description that replaced it listed no human. Just a system. Continue reading on AI & A
I Almost Switched Models to Cut My AI Agent’s Bill. The Fix Was 10 Lines.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Almost Switched Models to Cut My AI Agent’s Bill. The Fix Was 10 Lines.
I was about to migrate to a cheaper model. The benchmark showed the model wasn’t the problem. Continue reading on Medium »