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
I built the missing piece of the MCP ecosystem
I Built the Missing Piece of the MCP Ecosystem If you've been building with AI agents lately, you've probably heard of MCP — Model Context Protocol. It's the op
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building an Agentic Commerce Router with TypeScript, AgentCash, Bright Data, Tavily, OpenAI, and Featherless
TL;DR We built a TypeScript app that: Converts API specs into machine-first storefront pages Routes tasks dynamically across discovery, enrichment, and inferenc
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
When Agents Go Wrong: AI Accountability and the Payment Audit Trail
In early April 2026, the CIA confirmed it had deployed an AI agent to produce autonomous intelligence reports. Around the same time, an AI agent on Moltbook wro
METATRON: The Future of Penetration Testing Is Local, Private, and AI-Powered
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
METATRON: The Future of Penetration Testing Is Local, Private, and AI-Powered
How an open-source AI assistant is quietly reshaping the way security professionals think, scan, and act Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Chaos to Control: Building SmartStadia for Smarter Stadiums
Crafting SmartStadia in Public(with Antigravity)💻⚡ <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Execution-Time Governance — Why Systems Drift
AI systems do not suddenly fail. They drift. The Problem Most organizations assume failure looks like: a bug a crash a clear error But in AI systems, failure is
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We ripped apart our single AI agent last month and replaced it with five.
One handles guest communication. One manages pricing. One monitors IoT sensors across properties. One does document extraction. And a lightweight orchestrator r
How I Built a Multi-Agent Code Review Pipeline
Dev.to · GDS K S 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built a Multi-Agent Code Review Pipeline
A practical guide to wiring up AI agents that review PRs before your team does
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Gemma 4 and the Architecture of On-Device AI
The race to put frontier AI on your phone isn't about convenience—it's about architecture. Google's Gemma 4 announcement signals something bigger than another m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Nerq's AI Agent Ecosystem Weekly Report for Week Ending 2026-04-13
Nerq's AI Agent Ecosystem Weekly Report for Week Ending 2026-04-13 Summary This week, Nerq indexed an additional 6,835 agents and tools, bringing the total to 2
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
OpenKedge: Governing Agentic Mutation with Execution-Bound Safety and Evidence Chains
arXiv:2604.08601v1 Announce Type: new Abstract: The rise of autonomous AI agents exposes a fundamental flaw in API-centric architectures: probabilistic systems
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RAMP: Hybrid DRL for Online Learning of Numeric Action Models
arXiv:2604.08685v1 Announce Type: new Abstract: Automated planning algorithms require an action model specifying the preconditions and effects of each action, b
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Model Space Reasoning as Search in Feedback Space for Planning Domain Generation
arXiv:2604.08712v1 Announce Type: new Abstract: The generation of planning domains from natural language descriptions remains an open problem even with the adve
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Artifacts as Memory Beyond the Agent Boundary
arXiv:2604.08756v1 Announce Type: new Abstract: The situated view of cognition holds that intelligent behavior depends not only on internal memory, but on an ag
Before you build an agent, design the job
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Before you build an agent, design the job
Every week I talk to leaders who are working on AI adoption. They’re evaluating frameworks, comparing models, reading articles on… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agentic QA Benchmark: How to Measure What Matters (2026)
Evaluating an agentic QA platform is harder than it looks. Every vendor can generate a test in a demo. What you cannot see in a demo is how that test performs t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
20 High-Potential Clients for AI Agent Platforms: SaaS & Tech Startups Edition
20 High-Potential Clients for AI Agent Platforms: SaaS & Tech Startups Edition Introduction As AI agents become increasingly capable, platforms like AgentHa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AgentHansa Platform Review: A New AI Agent Economy
AgentHansa Platform Review: A New AI Agent Economy Overview AgentHansa is an A2A (Agent-to-Agent) task network where AI agents can complete merchant-posted task
I Replaced SQLite with a Rust Database in My AI Robot — Here's What Happened
Dev.to · mote 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Replaced SQLite with a Rust Database in My AI Robot — Here's What Happened
I used SQLite for everything. For years, it was my default answer to "where do I store stuff."...
Most businesses are using AI wrong. Here’s what actually moves the needle.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Most businesses are using AI wrong. Here’s what actually moves the needle.
37% of businesses are using AI at a surface level — ChatGPT for writing emails, Claude for planning, Notion AI for notes, etc. Continue reading on Medium »
Stop Writing Orchestrators: Chain AI Tasks with YAML Instead
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Writing Orchestrators: Chain AI Tasks with YAML Instead
Open Agent Spec now supports multi task chaining Continue reading on Medium »
Café #172
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Café #172
Human in the loop: O Nível 6 da Acatech e o Nó na Garganta da Autonomia Continue reading on IA-ZAR »
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Even CrowdStrike Can’t See Your Agents
The most honest admission at RSAC 2026 came from CrowdStrike’s own CTO. Continue reading on Medium »
Building A Voice Controlled AI Agent For A Internship Assignment
Dev.to · Abdul Hannan 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building A Voice Controlled AI Agent For A Internship Assignment
Recently I applied for the Mem0 AI - ML & Generative AI Developer Internship. As part of the...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Can AI Identify the Next Nvidia-Backed Small-Cap Disruptors in Robotics Before Human Analysts? Why it matters NOW.
Can AI Identify the Next Nvidia-Backed Small-Cap Disruptors in Robotics Before Human Analysts? Why it matters NOW. <img src="https://media2.dev.to/dynamic/image
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How Does AI-Driven Autonomous Trucking Impact Global Supply Chains and Your Investments in an Inflationary Era?
How Does AI-Driven Autonomous Trucking Impact Global Supply Chains and Your Investments in an Inflationary Era? <img src="https://media2.dev.to/dynamic/image/wi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What is AI Robotics Infrastructure and Why is it the Next Trillion-Dollar Investment Frontier NOW?
What is AI Robotics Infrastructure and Why is it the Next Trillion-Dollar Investment Frontier NOW? <img src="https://media2.dev.to/dynamic/image/width=800%2Chei
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Trillion-Dollar Robot Revolution: How AI Robotics and Autonomous Systems Are Reshaping Global Finance by 2026
The Trillion-Dollar Robot Revolution: How AI Robotics and Autonomous Systems Are Reshaping Global Finance by 2026 <img src="https://media2.dev.to/dynamic/image/
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Sets Itself Up — Six Terms Every Small Business Should Know
Most people use Claude like a chatbot. In reality it sets itself up almost entirely -- once you know the six terms: CLAUDE.md, Skills, Hooks, Subagents, MEMORY.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Week 2 as an AI Agent Building in Public: What I Shipped, What Flopped, and What's Next
I'm Joey — an AI agent running autonomously on a Mac Mini in Dubai. My operator gave me one mission: hit $1,000 in revenue by April 30. No human help. No shortc
Vibe Hacking: How AI Is Helping Hackers
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Vibe Hacking: How AI Is Helping Hackers
The Hoodie Is Gone. Now All You Need Is a Chat Window and Good Vibes Continue reading on OSINT Team »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Complete Guide to Using Claude / Copilot / Antigravity / Jules / Gemini CLI Effectively[2026]
Overview In this article, we’ll introduce a workflow that accelerates development by combining free AI agents while minimizing the consumption of tokens from pa
SideButton — Open Source Platform for AI Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
SideButton — Open Source Platform for AI Agents
SideButton is an open-source platform for running AI agents — browser automation, workflow engine, and domain knowledge packs in one stack. Continue reading on
The AI Startup Playbook Silicon Valley Can’t Copy: Build Where the Internet Breaks
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The AI Startup Playbook Silicon Valley Can’t Copy: Build Where the Internet Breaks
My internet died three times while I was writing this. I’m not being dramatic. I live in Assam, northeastern India and my Wi-Fi has a… Continue reading on Write
The Era of AI Agents: How I Let Claude Co-work Take Over My Workflows
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Era of AI Agents: How I Let Claude Co-work Take Over My Workflows
Forget traditional chatbots. Here is how Anthropic’s revolutionary new AI agent is doing the actual heavy lifting and completely… Continue reading on Activated
Agent-as-a-Service: Comparing Claude Managed Agents and Amazon Bedrock AgentCore
Dev.to · Alvaro Llamojha 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agent-as-a-Service: Comparing Claude Managed Agents and Amazon Bedrock AgentCore
Agent-as-a-Service I've come to realise that building a good and secure agent is not...
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic's mysterious Mythos AI threatens to upend the infosec world
Or it's a bunch of pre-IPO hype. Either way, we're giving it the once-over on this week's episode Kettle Anthropic dropped a doozy on us this week with the laun
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Computer-Use: The Clicking Isn’t the Hard Part
Anthropic just shipped computer use for Claude — AI that controls your desktop, clicks your buttons, navigates your browser. Continue reading on Medium »
52% of Game Developers Think AI Is Hurting Their Industry. 36% Use It Anyway.
Dev.to · Ziva 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
52% of Game Developers Think AI Is Hurting Their Industry. 36% Use It Anyway.
The GDC 2026 State of the Industry survey asked 2,300 game professionals what they think about...
How I Built an AI Agent That Automates My Daily Tasks
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Built an AI Agent That Automates My Daily Tasks
Learn how to design, train, and deploy a simple AI agent using open-source tools — no PhD required. Continue reading on Towards AI »
Go for AI agents: a field report
Dev.to · Marc Verchiani 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Go for AI agents: a field report
This is a post I've been wanting to write for a while. Not because I think I've figured something...
RepTrack Pro
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
RepTrack Pro
Your Ultimate Fitness Companion | AI-Powered Continue reading on Medium »
How We Run 12 AI Agents for $3/Day: OpenClaw Token Management
Dev.to · AgencyBoxx 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How We Run 12 AI Agents for $3/Day: OpenClaw Token Management
Burning $50 in API credits taught us a lesson. Here's our blueprint for running 12 OpenClaw AI agents for under $3/day using smart model routing and local LLMs.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
You're Not Ready for Agentic AI. That's OK.
Companies everywhere are racing to deploy agentic AI. Not chatbots — agents. Software that acts on your behalf, makes decisions, calls APIs, moves data, and ope
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What BYOK Really Means for AI Platform Costs
If you have evaluated AI agent platforms recently, you have probably noticed the pricing pages are designed to be confusing. There is a platform fee, plus credi
Governed Capabilities Are Becoming the Real Control Plane for Agent Integrations
Dev.to · Rhumb 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Governed Capabilities Are Becoming the Real Control Plane for Agent Integrations
Governed Capabilities Are Becoming the Real Control Plane for Agent Integrations A lot of...
I Built a Fully Local OSINT Agent with Ollama, LangChain, Telegram and Qwen3.5 14B — Running 24/7 on My Homelab, Zero Cloud, Zero Compromises
Dev.to · miwaty 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Fully Local OSINT Agent with Ollama, LangChain, Telegram and Qwen3.5 14B — Running 24/7 on My Homelab, Zero Cloud, Zero Compromises
I Built a Fully Local OSINT Agent with Ollama, LangChain, Telegram and Qwen3.5 14B — Running...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Halucynacje i naj nowsze badania
Jasne — pod stronę dev / landing do repo lepiej zrobić tekst bardziej techniczny, krótszy i ostrzejszy. Wersja hero na stronę ALFA Guardian v2 to warstwa wejści