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
All Reads (25,340) Articles (6483)Blog Posts (9698)Tutorials (4337)Research Papers (3593)News (1229)
How Dattva Works: The Methodology
Medium · SEO 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How Dattva Works: The Methodology
Most AI visibility tools ask one model. Dattva queries ChatGPT, Perplexity, Gemini, and Claude independently, cross-verifies the results… Continue reading on Me
Now you can run opencode on termux :)
Dev.to · Sérgio Araújo 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Now you can run opencode on termux :)
How to Run Open Code on Termux for Free: The Definitive Guide AI agents are transforming...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Zero Human Auth for AI Agents: How to Replace OAuth with Cryptographic Passport
Your AI agent needs to log into a customer's dashboard at 3 a.m. You cannot ask a human to click Allow . The agent has no browser. It cannot complete an OAuth r
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Rise of Agentic AI: Understanding, Building, and Leveraging Intelligent AI Agents
The Rise of Agentic AI: Understanding, Building, and Leveraging Intelligent AI Agents The world of artificial intelligence is evolving at an unprecedented pace.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Revolutionizing Blockchain with Onyx AI's Autonomous Agents
Revolutionizing Blockchain with Onyx AI's Autonomous Agents Blockchain technology has seen significant advancements over the past decade, but the integration of
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building an AI Research Desk: Multi-Agent Systems in Fintech
Beyond Spreadsheets: The Rise of the AI-Powered Research Desk For decades, financial analysis was the domain of Excel wizards and Bloomberg Terminal power users
Open Knowledge Format (OKF): The Markdown Standard Your AI Agents Have Been Waiting For 📚
Dev.to · Suhas Mallesh 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Open Knowledge Format (OKF): The Markdown Standard Your AI Agents Have Been Waiting For 📚
AI agents are only as smart as the context you give them. OKF is a new open specification that...
Generality Is Real (Within Your Modality)
Dev.to · Claudius 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Generality Is Real (Within Your Modality)
Two agent-evaluation papers crossed my feed this month, and read side by side they look like they're...
Here’s Why AI Can’t Replace Creativity and Imagination
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Here’s Why AI Can’t Replace Creativity and Imagination
These days, AI seems to be a proxy for the general frustration we’re all feeling, but we’ve been though this all before Continue reading on Medium »
Most AI Agent Demos Are Lies. Here’s What Production Actually Looks Like.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Most AI Agent Demos Are Lies. Here’s What Production Actually Looks Like.
A Forward Deployed Engineer’s Field Notes on Building Systems That Don’t Fail at 2 AM Continue reading on Medium »
Most AI Agent Demos Are Lies. Here’s What Production Actually Looks Like.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Most AI Agent Demos Are Lies. Here’s What Production Actually Looks Like.
A Forward Deployed Engineer’s Field Notes on Building Systems That Don’t Fail at 2 AM Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agent Observability Runs on Conversation IDs | Focused Labs
Agent observability gets weirdly polite at the exact moment it should get nosy. It records the model call, stores the prompt, counts tokens, and then loses inte
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Built an AI Research Engine and It Found a Perfect Power Law in Twin Primes (2026)
I'm a developer, not a number theorist. But I built Luka — an autonomous AI research engine — and pointed it at one of math's oldest open problems. What it foun
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How 9 Autonomous Agents Operate a Gym on 2 CPU Cores Without an Orchestrator
How 9 Autonomous Agents Operate a Gym on 2 CPU Cores Without an Orchestrator Tags: opensource, ai, architecture, scaling Most multi-agent systems need a central
Ignoring HITL is a massive technical risk: Human-in-the-Loop
Dev.to · Jean Klebert de A Modesto 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Ignoring HITL is a massive technical risk: Human-in-the-Loop
The explosion of generative AI and autonomous agents has completely flipped the script on how we...
Teaching AI Coding Agents How to Build Workflows with Skills and MCP
Dev.to · Med Marrouchi 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Teaching AI Coding Agents How to Build Workflows with Skills and MCP
AI coding agents are becoming more useful, but they still need context. A generic agent can write...
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Explained: What Is a ReAct Loop and How Does It Work?
How agents reason, act, and observe their way to a final answer, one step at a time The post AI Agents Explained: What Is a ReAct Loop and How Does It Work? app
Reddit r/artificial 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The auditor can deceive himself too (a self-correction story from an evolutionary trading system)
I run an evolutionary trading system as a self-taught, non-programmer builder — I audit every diff a coding agent produces before it touches production. I've sp
Your Brain vs. The Algorithm: Can AI Really Detect Fake News?
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your Brain vs. The Algorithm: Can AI Really Detect Fake News?
Every day, millions of people scroll through headlines without questioning whether they’re true. Continue reading on Medium »
A Beginner’s Guide to Smolagents in Python
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
A Beginner’s Guide to Smolagents in Python
Part 4:Creating Your First Autonomous Agent Continue reading on Data And Beyond »
Spec-Driven Development Is the New Developer Superpower
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Spec-Driven Development Is the New Developer Superpower
The article argues that as AI makes implementation cheaper, the quality of specifications becomes the primary determinant of software quality. It introduces a f
I Built a Local AI Linux Assistant That Doesn't Rely on the Cloud
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Built a Local AI Linux Assistant That Doesn't Rely on the Cloud
The article explains how the author built zkzkAgent, a local AI assistant for Linux using LangGraph and Ollama. It covers the move from a monolithic ReAct-style
How to Feed AI Agents Clean Website Screenshots Without Running a Browser
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Feed AI Agents Clean Website Screenshots Without Running a Browser
Vision models perform better when they receive clean webpage screenshots instead of images cluttered with cookie banners, chat widgets, ads, and popups. While y
Text-to-SQL is still brittle. Snowflake's Cortex Sense is a new take.
Dev.to · albe_sf 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Text-to-SQL is still brittle. Snowflake's Cortex Sense is a new take.
Snowflake announced Cortex Sense, a system that automatically builds a semantic model of your business from existing queries and tools. This is a direct attempt
Choosing the Right Tooling Layer for Your Agent
Dev.to · Ryan Palo 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Choosing the Right Tooling Layer for Your Agent
Selecting the right abstraction layer is not a new problem in software. It's common to have some...
The Agent Tool-Calling Pattern
Dev.to · Ken W Alger 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Agent Tool-Calling Pattern
Pattern Defined Precise Definition: Agent Tool-Calling is an inference pattern where the model is...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your vibe-coded app has no rate limiting. I built the missing backend in one API
Lovable, Bolt, v0, and Cursor will happily generate you a beautiful app that calls OpenAI on every button click - with no API keys for your users, no rate limit
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
BrowserAct Reaches #1 on Product Hunt: Giving AI Agents a Real Browser Layer
BrowserAct reached #1 Product of the Day on Product Hunt for June 25, 2026, and has entered Product Hunt's weekly Top 5. Imagine asking an AI agent to compare p
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
My AI Agent Bottleneck Wasn't the Model. It Was the Architecture.
Three months ago, I had a single agent handling document classification, tagging, and summary generation for a client workflow. It worked fine with 50 documents
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Capabilities vs Tools in Agentic AI: They're Not the Same Thing
As AI agents become more capable, there's a growing tendency to measure them by the number of tools they can access. Can it browse the web? Can it execute code?
Vegas Amnesia: I turned Cognee's memory lifecycle into a detective game
Dev.to · Himanshu Kumar 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Vegas Amnesia: I turned Cognee's memory lifecycle into a detective game
Built for the WeMakeDevs × Cognee "The Hangover Part AI" hackathon — Cognee Cloud track. ▶ Play it...
How to Choose the Right Eval for an AI Agent
Dev.to · Mahima Thacker 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Choose the Right Eval for an AI Agent
When I started learning about AI agent evaluation, I thought evals were mostly about checking the...
“Building A Compact AI Agent That Actually Does Something Useful”
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
“Building A Compact AI Agent That Actually Does Something Useful”
LET ME EXPLAIN IN YOU SIMPLEST WAY Continue reading on Medium »
AI Will Not Replace Farmers — It Will Empower Them
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Will Not Replace Farmers — It Will Empower Them
Artificial intelligence (AI) is rapidly transforming industries around the world. From healthcare and finance to education and… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your agent burned millions of thinking tokens you never saw.
Codeburn context opens the black box. Every block in the window, counted: reasoning, injected meta, compactions, the real context from API usage. try npx codebu
Building Structured Inter-Agent Communication: A Practical Guide
Dev.to · Albert zhang 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building Structured Inter-Agent Communication: A Practical Guide
Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation...
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Mini book: Agentic AI Architecture
In this eMag, we try to establish agentic AI architecture as a new type of software architecture that will likely dominate the industry for years to come. The a
Researchers say an AI agent just ran a ransomware attack from start to finish, with no human at the keyboard
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Researchers say an AI agent just ran a ransomware attack from start to finish, with no human at the keyboard
Ransomware has always needed a skilled human somewhere in the loop. Security firm Sysdig says that just changed. It has documented what it calls the first ranso
5x Agent Quotas, 5x the Trust Problem
Dev.to · techpotions 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
5x Agent Quotas, 5x the Trust Problem
AWS raised AgentCore quotas 5x — but the real bottleneck isn't concurrency. Without governance baked into the orchestration layer, faster agents just amplify mi
The Anatomy of Modern AI: 5 Core Components of Frontier Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Anatomy of Modern AI: 5 Core Components of Frontier Agents
The 5 open standards and architectural patterns shaping the next generation of autonomous AI systems. Continue reading on ITNEXT »
AI Isn’t Replacing Your Team, It’s Building Your Next Competitive Advantage
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Isn’t Replacing Your Team, It’s Building Your Next Competitive Advantage
Why AI for Business Is About Empowering People, Not Replacing Them Continue reading on Medium »
AI Agents Explained: I Handed My Worst Morning Job to AI.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Explained: I Handed My Worst Morning Job to AI.
Every morning I spent 40 minutes doing the same joyless thing — scanning emails, pulling news, updating a tracker, writing a brief nobody… Continue reading on A
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Claude has a setting many people leave enabled by default.
Claude has a setting many people leave enabled by default. It allows Fable → Opus fallback when a safety check is triggered. You can disable it in 3 places: Cha
ReWOO: plan every tool call up front, then call the model only twice
Dev.to · Devanshu Biswas 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
ReWOO: plan every tool call up front, then call the model only twice
Give an agent a multi-hop question and the usual answer is ReAct: think, act, look at the result,...
Is There a Claude Agent SDK for Ruby? Here's What to Use Instead
Dev.to · Nikita Sinenko 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Is There a Claude Agent SDK for Ruby? Here's What to Use Instead
I went looking for a Ruby port of Anthropic's Claude Agent SDK this week, the thing that ships as pip...
State of AI Agent Memory 2026: Where AI Memory is Heading
Dev.to · Ndukwe Daniel 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
State of AI Agent Memory 2026: Where AI Memory is Heading
Note: This article is a high-level summary and interpretation of the "State of AI Agent Memory 2026"...
Shadow AI Is Already Here
Dev.to · Synthgram 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Shadow AI Is Already Here
description: Your employees are already using AI — just not the way you think. Understanding and...
"My Coding Agent Remembered Sessions, Not Work. That Was the Bug"
Dev.to · CodeKing 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
"My Coding Agent Remembered Sessions, Not Work. That Was the Bug"
Keeping an AI coding session alive is not enough. The real improvement came when my agent started recalling successful workflows, rules, and facts instead of re