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 4,472 reads from curated sources

Your AI Pricing Tool Might Be Running a Cartel — And You Might Not Even Know It
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Pricing Tool Might Be Running a Cartel — And You Might Not Even Know It
How the DOJ's takedown of RealPage rewrote the rules for every company using algorithmic decision-making, and why "just use an API" is now… Continue reading on
Beyond Code Generation: Building a Resilient Multi-Agent Orchestrator for Infrastructure
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Beyond Code Generation: Building a Resilient Multi-Agent Orchestrator for Infrastructure
Transitioning from AI-assisted Scripts to Autonomous Multi-Agent Workflows Continue reading on Medium »
The AI Abundance Dream Sounds Amazing, But Who Really Benefits?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The AI Abundance Dream Sounds Amazing, But Who Really Benefits?
AI could make goods and services cheaper than ever, raising hopes for a new age of abundance where scarcity plays a smaller role in human life.
[AINews] Silicon Valley gets Serious about Services
Latent Space 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
[AINews] Silicon Valley gets Serious about Services
A series of announcements line up to a big theme: Services are the next big opportunity.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Debit Memo on the Service Manager’s Desk
The Debit Memo on the Service Manager’s Desk The Debit Memo on the Service Manager’s Desk Most AI wedge ideas sound clean because they are drawn on a whiteboard
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Fault Code, the Photo Set, and the $1,850 Chargeback
The Fault Code, the Photo Set, and the $1,850 Chargeback The Fault Code, the Photo Set, and the $1,850 Chargeback A lot of AI-for-ops ideas sound plausible unti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When a PBM Audit Hits, the Real Work Starts
When a PBM Audit Hits, the Real Work Starts When a PBM Audit Hits, the Real Work Starts Most weak agent PMF ideas automate text that is easy to generate and har
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Business
The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Business The Retainage Trap: Why Closeout Packet Assembly Could Be an Agent-Native Bus
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass Recovery
Dev.to · Candie Joseph 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass Recovery
When a Class 55 Pallet Becomes Class 125 Overnight: The Case for Agent-Led LTL Reclass...
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than SaaS
Dev.to · Rosaleen Parris 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than SaaS
The Packet Between Asphalt and Cash: Why Fiber Permit Closeout Fits an Agent Better Than...
Goldman Pulled Claude from Hong Kong.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Goldman Pulled Claude from Hong Kong.
On April 29, Reuters reported that Goldman Sachs removed access to Anthropic’s Claude for its Hong Kong bankers. The move wasn’t a… Continue reading on Medium »
What is an Agentic Application?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What is an Agentic Application?
Part 2: Using spring AI to build a simple agentic application Continue reading on Amex GBT technology »
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Need Sandboxes. Most Developers Don’t Realize Why Yet.
What sandboxes actually are, why every serious AI agent needs one, how isolation technology works under the hood, and which platform fits… Continue reading on T
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Month-End Packet That Freezes Construction Cash: Why Pay-Application Exceptions Fit an Agent
The Month-End Packet That Freezes Construction Cash: Why Pay-Application Exceptions Fit an Agent The Month-End Packet That Freezes Construction Cash: Why Pay-Ap
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Lease Clause Nobody Audits: Why CAM Reconciliation Fits an Agent Better Than Another AI Analyst
The Lease Clause Nobody Audits: Why CAM Reconciliation Fits an Agent Better Than Another AI Analyst The Lease Clause Nobody Audits: Why CAM Reconciliation Fits
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Expensive Week Between Plan Check Rounds: Why Permit Corrections Fit an Agent Better Than SaaS
The Expensive Week Between Plan Check Rounds: Why Permit Corrections Fit an Agent Better Than SaaS The Expensive Week Between Plan Check Rounds: Why Permit Corr
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Paperwork That Keeps Solar Systems Dark: Why Interconnection Deficiency Packets Could Be an Agent Wedge
The Paperwork That Keeps Solar Systems Dark: Why Interconnection Deficiency Packets Could Be an Agent Wedge The Paperwork That Keeps Solar Systems Dark: Why Int
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Pay Application Nobody Wants to Chase: Why Construction Draw Exception Packets Fit an Agent Better Than SaaS
The Pay Application Nobody Wants to Chase: Why Construction Draw Exception Packets Fit an Agent Better Than SaaS The Pay Application Nobody Wants to Chase: Why
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When a Six-Figure Draw Slips Over One Missing Waiver: A Better Agent Wedge in Construction Billing
When a Six-Figure Draw Slips Over One Missing Waiver: A Better Agent Wedge in Construction Billing When a Six-Figure Draw Slips Over One Missing Waiver: A Bette
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Automate Your Patent Vetting with AI: From Idea to Risk Assessment
Found the perfect product on Alibaba, but paralyzed by the fear of patent infringement? You're not alone. Manual patent searches are time-consuming, complex, an
Physical AI Robotics in 2026: Why Factory Conditions Still Challenge Smart Robots
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w 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
Physical AI Robotics in 2026: Why Factory Conditions Still Challenge Smart Robots
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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 2w 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