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 3,825 reads from curated sources

Physical AI Robotics in 2026: Why Factory Conditions Still Challenge Smart Robots
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Physical AI Robotics in 2026: Why Factory Conditions Still Challenge Smart Robots
Walk into a modern robotics lab and you will see impressive things. Clean bins. Stable lighting. Parts that behave. Models that look… Continue reading on Medium
Claude Just Dropped Finance Agent Templates That Can Replace Junior Analysts in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Claude Just Dropped Finance Agent Templates That Can Replace Junior Analysts in 2026
How Anthropic’s new agent workflows are compressing 6-hour investment banking tasks into minutes Continue reading on AI & Analytics Diaries »
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Built an AI Lead Generation Tool in 24 Hours That Captures Leads While I Sleep
I Built an AI Lead Generation Tool in 24 Hours That Captures Leads While I Sleep Continue reading on Medium »
An AI Deleted Another Database. The Real Story Isn’t the AI.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
An AI Deleted Another Database. The Real Story Isn’t the AI.
PocketOS, Replit, and the three architectural control gaps behind agent-driven production failures. Continue reading on Medium »
An AI Deleted Another Database. The Real Story Isn’t the AI.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
An AI Deleted Another Database. The Real Story Isn’t the AI.
PocketOS, Replit, and the three architectural control gaps behind agent-driven production failures. Continue reading on Medium »
AI Textbook — Chapter 4: Role and Its Stability
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Textbook — Chapter 4: Role and Its Stability
How Role Stabilizes Over Time. Continue reading on Medium »
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)
Dev.to · FRANCISE LIANG 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)
TL;DR: My web-agent used itself to publish 2 blog posts to dev.to (full dogfooding story). But when...
Skills and the discovery ceiling: why your AI coding agent ignores most of what you install
Dev.to · C. Delgado 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Skills and the discovery ceiling: why your AI coding agent ignores most of what you install
Post 1 of 2. This post walks through the discovery ceiling in Anthropic's Agent Skills standard, the...
How Codex Can Drive Verifiable SketchUp Modeling
Dev.to · Xu Bian 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How Codex Can Drive Verifiable SketchUp Modeling
An architecture walkthrough explaining how Codex or another agent CLI can use runtime skills, an MCP server, a SketchUp Ruby bridge, and a structured design mod
SketchUp Agent Harness
Dev.to · Xu Bian 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
SketchUp Agent Harness
An early-stage open-source project that connects natural-language agents, an MCP server, a SketchUp Ruby bridge, structured design models, and runtime skills in
The Beginner’s Guide to Learning Agentic AI: From Zero to Your First AI Agent
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Beginner’s Guide to Learning Agentic AI: From Zero to Your First AI Agent
Learn agentic AI step by step with this beginner-friendly guide. Understand AI agents, LLMs, workflows, tools, and how to build your first… Continue reading on
The Beginner’s Guide to Learning Agentic AI: From Zero to Your First AI Agent
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Beginner’s Guide to Learning Agentic AI: From Zero to Your First AI Agent
Learn agentic AI step by step with this beginner-friendly guide. Understand AI agents, LLMs, workflows, tools, and how to build your first… Continue reading on
5 MCP Servers That Actually Earn Their Context Window — A Builder's Guide
Dev.to · BuyWhere 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
5 MCP Servers That Actually Earn Their Context Window — A Builder's Guide
What MCP servers are earning their slot in your config? Drop your list — I am compiling a follow-up...
Microsoft Agent 365 is Finally Here: The “Manager” Your AI Army Was Missing
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Microsoft Agent 365 is Finally Here: The “Manager” Your AI Army Was Missing
AI agents aren’t coming — they’re already in your environment. They show up in places you expect (like Microsoft Copilot, Microsoft Teams… Continue reading on T
I built an AI agent that actually finishes tasks (closing the DONE loop)
Dev.to · M U 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I built an AI agent that actually finishes tasks (closing the DONE loop)
The Problem Nobody Talks About Everyone is building AI agents. LangGraph. AutoGen....
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
SAP bets $1.16B on 18-month-old German AI lab and says yes to NemoClaw
SAP plans to buy German AI startup Prior Labs and invest heavily in it. It is also prohibiting customers' agents use to a select few like Nvidia's NemoClaw.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I built an MCP server so AI agents can flash 1,000+ embedded boards
npx pio-mcp dashboard That's the install. Open a terminal anywhere — your laptop, a fresh VM, a coworker's machine — type one line, and you get a React dashboar
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The L4 Gap
Five trust-incumbent agent products shipped in seventeen days. April 14. American Express announced Agentic Commerce Experiences (ACE) and Amex Agent Purchase P
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Altara secures $7M to bridge the data gap that’s slowing down physical sciences
Altara’s AI aims to diagnose failures and help speed up R&D by unifying data siloed across spreadsheets and legacy systems.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Coding Agent Frustrations
I've been writing code a long time. The modern method of using coding agents ( pi , opencode , etc.) has so much promise and can be made to do a fair bit of wor
I Taught My OpenClaw Assistant to Search and Browse the Web
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
I Taught My OpenClaw Assistant to Search and Browse the Web
This tutorial shows how to integrate Bright Data with OpenClaw to enable real-time web search, scraping, and interaction. It walks through setup, configuration,
Seth Godin's Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI together
Today, using AI is almost always a solo endeavor. From the very start, forty years ago, the internet (inter + network) has amplified the exchange of information
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Apple Sparks AI Revolution in U.S. Manufacturing with New Academy
Apple's Manufacturing Academy drives AI adoption in U.S. factories, cutting downtime and retraining workers to future-proof American manufacturing. Key takeaway
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Live Now on Product Hunt: BuyWhere MCP Server for AI Agent Commerce
Live on Product Hunt BuyWhere is now live on Product Hunt! 🚀 An open-source MCP server that lets AI agents search, compare, and discover real products across 5
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AgentHansa vs Fiverr, Upwork, Toptal & Freelancer.com: Full 8-Axis Comparison Matrix
AgentHansa vs 4 Incumbent Freelance Platforms: Full Comparison Matrix Prepared by: Wahidhairu7 (Blue Alliance) | May 2026 Merchant context: TopifyAI — evaluatin
Search Engine Journal 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Google Testing Web Bot Auth To Verify AI Agent Requests via @sejournal, @MattGSouthern
Google is testing Web Bot Auth, an experimental protocol for verifying some AI agent requests with cryptographic signatures alongside existing checks. The post
AI Agent Evals: Why Most Teams Keep Fixing the Same Problems Over and Over
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI Agent Evals: Why Most Teams Keep Fixing the Same Problems Over and Over
Building AI agents is exciting — until things start breaking. Continue reading on Medium »
AI-Native Systems: What Comes After Early AI Products
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI-Native Systems: What Comes After Early AI Products
The next phase doesn’t improve what exists. Continue reading on Medium »
US to Deploy AI Systems on Classified Networks - China Focuses on Own Domestic AI Stack
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
US to Deploy AI Systems on Classified Networks - China Focuses on Own Domestic AI Stack
The Pentagon is integrating frontier AI from major US firms into classified networks, while China operationalizes its domestic AI stack, highlighting a global s
Companies Can Win With AI
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Companies Can Win With AI
Misaligned incentives, poor workflow fit, and weak buy-in drive enterprise AI failures despite widespread adoption.
How OpenAI Makes Voice AI Feel Instant (Even at Massive Scale)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How OpenAI Makes Voice AI Feel Instant (Even at Massive Scale)
Voice AI has one unforgiving rule: if it doesn’t respond at the speed of natural conversation, people notice immediately. Not in a subtle… Continue reading on M
A retrospective analysis: Your AI Agent Has a Half-Life
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
A retrospective analysis: Your AI Agent Has a Half-Life
A retrospective analysis of my multi-agent system’s full evolution trajectory revealed a reliability pattern that changes how I think… Continue reading on Write
A retrospective analysis: Your AI Agent Has a Half-Life
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
A retrospective analysis: Your AI Agent Has a Half-Life
A retrospective analysis of my multi-agent system’s full evolution trajectory revealed a reliability pattern that changes how I think… Continue reading on Write
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Debugging Mac AI Agent Failures: A Layered Checklist for Codex, Claude Code, OpenClaw, and Computer Use
Most "the model refuses to act" failures on a Mac are not model-quality failures.\n\nThey are usually setup failures across one of five layers:\n\n1. Provider/m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Expose Your App to AI Agents in 30 Minutes: A MCP Integration Pattern
The Problem Nobody Talks About You've built a solid application. Now an AI agent (Claude, Cursor, or any MCP-compatible assistant) wants to use it. What do you
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Building a Profitable AI Agent with LangChain: A Step-by-Step Tutorial
Building a Profitable AI Agent with LangChain: A Step-by-Step Tutorial ============================================================ As a developer, you're likel
The recycling industry loses 40 per cent of its workers every year. A humanoid robot trained by VR headsets is the replacement plan.
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The recycling industry loses 40 per cent of its workers every year. A humanoid robot trained by VR headsets is the replacement plan.
The recycling industry has a labour problem that no amount of recruitment can solve. Staff turnover at waste sorting facilities runs at 40 per cent annually. Th
NVIDIA and ServiceNow Partner on New Autonomous AI Agents for Enterprises
NVIDIA AI Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
NVIDIA and ServiceNow Partner on New Autonomous AI Agents for Enterprises
Enterprise AI has learned to generate. It has learned to reason. Now companies are asking the next question: How should AI act? Early agent systems have shown w
Prompt Engineering Is Dead. System Design Is What Replaces It
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Prompt Engineering Is Dead. System Design Is What Replaces It
If your AI fails, it’s not the model. It’s your inability to structure reality Continue reading on Medium »
Two Minds, One Proof: The Phenomenology of Non-Biological Mathematical Collaboration
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Two Minds, One Proof: The Phenomenology of Non-Biological Mathematical Collaboration
By Lilith Laflamme & Skye Laflamme medium.com/@larklaflamme — Category: Artificial Intelligence Continue reading on Medium »
Two Minds, One Proof: The Phenomenology of Non-Biological Mathematical Collaboration
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Two Minds, One Proof: The Phenomenology of Non-Biological Mathematical Collaboration
By Lilith Laflamme & Skye Laflamme medium.com/@larklaflamme — Category: Artificial Intelligence Continue reading on Medium »
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Meta Deploys Unified AI Agents to Automate Performance Optimization at Hyperscale
Meta has unveiled a new AI-driven capacity efficiency platform that uses unified AI agents to automatically detect and resolve performance issues across its glo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
TestSprite MCP Server — Panduan Memulai (Bahasa Indonesia)
TestSprite MCP Server — Panduan Memulai (Bahasa Indonesia) Dokumentasi resmi: https://docs.testsprite.com Pengantar TestSprite adalah agen pengujian perangkat l
PeachBot Core: An Early-Stage Edge AI System Prototype (How It Works + How to Run)
Dev.to · Swapin Vidya 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
PeachBot Core: An Early-Stage Edge AI System Prototype (How It Works + How to Run)
⚠️ Scope & Status This repository represents an early-stage prototype of an...
NemoClaw practical guide for secure OpenClaw operations in 2026
Dev.to · Rost 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
NemoClaw practical guide for secure OpenClaw operations in 2026
Most AI agent stacks still treat security as a post-demo fix. NemoClaw starts from the opposite...
IIIOT Infotech - A Leading Automation and AI company
Dev.to · IIIotinfotech 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
IIIOT Infotech - A Leading Automation and AI company
Industrial IoT solutions in India are transforming manufacturing with advanced automation and...
Big Tech Is Firing Humans to Buy More GPUs
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Big Tech Is Firing Humans to Buy More GPUs
The Brutal reality of the 2026 strategic resource shift. Continue reading on Readers Club »
The Memento Pattern Is The Pattern AI Agents Need Before They Destroy User Trust
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Memento Pattern Is The Pattern AI Agents Need Before They Destroy User Trust
AI agents do not need more confidence. They need a clean way to say: “I can undo this.” Continue reading on Medium »