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 (25,165) Articles (6452)Blog Posts (9644)Tutorials (4257)Research Papers (3588)News (1224)
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Give any MCP agent ground-truth: measured ground motion for US addresses with SibFly
If your agent speaks MCP , you can give it satellite- measured ground motion for any US address without writing an SDK wrapper. SibFly runs a hosted MCP server,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How a 3-Line Loop Costs $5,000 at 2 AM (And the Code Pattern to Fix It)
AI agents are transitioning into autonomous economic actors, but our financial infrastructure is still stuck in the human era. Today, developers are forced to r
I Quit Software for My Mental Health. Now I’m Building the Tool I Needed the Whole Time.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Quit Software for My Mental Health. Now I’m Building the Tool I Needed the Whole Time.
What it actually means to walk away from a career, and then start building a personal cognitive AI platform for minds like mine, on a… Continue reading on Exoco
AI Won’t Replace Your Doctor. It’s Already Replacing the People Who Schedule, Bill, and Chart
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Won’t Replace Your Doctor. It’s Already Replacing the People Who Schedule, Bill, and Chart
The most consequential AI rollout in healthcare isn’t a diagnostic breakthrough. It’s a quiet takeover of the back office, and one company… Continue reading on
Claude Sonnet 5 closes the gap to Opus without the Opus bill
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Claude Sonnet 5 closes the gap to Opus without the Opus bill
Claude Sonnet 5: The New Default Worker Tier Continue reading on Medium »
The 90% Discount on Claude Tokens Has a Small Catch: You May Be the Product
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The 90% Discount on Claude Tokens Has a Small Catch: You May Be the Product
A cheap Claude proxy is not just a bargain API. It may be an account farm, a model swap, and a very efficient way to leak your prompts… Continue reading on Medi
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »
And so the IBM AI Racing League has come to an end for our team “WeShowSpeed”— and it has been a…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
And so the IBM AI Racing League has come to an end for our team “WeShowSpeed”— and it has been a…
At first, we saw this challenge mainly as a racing task: improve the car, make it faster, avoid crashes, and achieve better lap times. But… Continue reading on
I Let 5 AI Agents Shop For Me in 2026. It Went About as Well as You’d Expect.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Let 5 AI Agents Shop For Me in 2026. It Went About as Well as You’d Expect.
My honest, mostly-bewildered breakdown of what’s worth letting an AI buy — and what very much is not Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Governance Gap Nobody's Measuring
A mid-size insurer rolls out an agentic AI system to handle claims triage. Six months in, a board member asks a simple question: what is… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
My agent kept reading data it wasn't allowed to. The prompt was never going to stop it.
An autonomous agent running in its own environment has to talk to real services, and real services want credentials. In our case there were three of them, all t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
8 Must-Know AI Chatbot Tools That Actually Help Small Businesses
AI chatbot tools went from gimmick to genuinely useful for small businesses in the last 18 months, but the gap between “deployed a chatbot” and “deployed a chat
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Agent-Ready Commerce, Part 9: Evidence and Audit Are Part of the Product
An agent-ready commerce platform does not only need to answer, refuse, or act. It needs to prove why it answered, refused, or acted. That proof cannot be recons
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Agent-Ready Commerce, Part 8: Generated Claims Need Review, Evidence, and Expiry
Generated commerce text becomes unsafe when the platform forgets that it is derived. A product description, policy summary, comparison paragraph, recommendation
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Insights: .self: A new top-level domain designed to support self-hosting
AI Insights: .self – A New Top‑Level Domain Designed to Support Self‑Hosting In a world where data residency, latency, and vendor lock‑in are moving from nice‑t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Benchmarked 15 AI Models to Ditch Vendor Lock-In
I Benchmarked 15 AI Models to Ditch Vendor Lock-In Look, I'll be honest with you. I've been burned too many times by "AI platforms" that turn into walled garden
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Project Log #12: The Apps My AI Agent Can't See
Day 12. WhatsApp is fully automatable. Banking apps are invisible. The reason is accessibility. For 11 days, I've been building an AI agent that can see. UI tre
Building an AI-Powered Liquidity Reporting System: The Insights Generator Agent
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Building an AI-Powered Liquidity Reporting System: The Insights Generator Agent
Financial institutions face a critical challenge: analysing vast amounts of liquidity reporting data to identify risks, anomalies, and… Continue reading on Medi
Your Coding Agent Starts From Scratch Every Day. This File Changes That.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Your Coding Agent Starts From Scratch Every Day. This File Changes That.
Every new Claude Code session starts the same way. Continue reading on Medium »
Your Hardest Problems Aren’t Problems
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Your Hardest Problems Aren’t Problems
The ones that keep coming back to the same meeting were never yours to solve. In the age of AI agents, tensions move to the core of the… Continue reading on Med
How AI and Industrial IoT Are Transforming Modern Manufacturing
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How AI and Industrial IoT Are Transforming Modern Manufacturing
Manufacturing is undergoing a significant transformation as businesses adopt Artificial Intelligence (AI) and the Industrial Internet of… Continue reading on Me
The Order-Taker Is Dead: How to Build a Future-Proof Online Career in the AI Era (2026)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Order-Taker Is Dead: How to Build a Future-Proof Online Career in the AI Era (2026)
AI isn't replacing freelancers—it's replacing task-takers. Here's how to become the kind of consultant clients will gladly pay premium… Continue reading on Medi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
From Playground to Production: Engineering Reliable AI Agentic Workflows
The industry is rapidly transitioning from the " chatbot " era to the era of AI agents—systems designed not just to process information, but to execute actions.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
A useful AI devtool is not automatically a company
Some AI devtools are obviously useful and still not obviously durable companies. That is not an insult. It is one of the main questions in this market. AI platf
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Insights: .self: A new top-level domain designed to support self-hosting
AI Insights: .self – A New Top‑Level Domain Designed to Support Self‑Hosting In a world where the cloud is the default for every new startup, the idea of keepin
Using AI Agents Is Shitsuke, Not a Setup
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Using AI Agents Is Shitsuke, Not a Setup
The leverage isn’t the tool you install. It’s the habits you build. Here’s what I learned the hard way. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Agentic AI: Reshaping Software Beyond Prompts
Beyond Prompts: 3 Ways Agentic AI Is Reshaping Software The AI you interact with daily isn't truly intelligent; it's a sophisticated pattern-matcher, limited to
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Cut My AI Bill From $500 to $12: Here's The Full Migration Story
I Cut My AI Bill From $500 to $12: Here's The Full Migration Story honestly, I gotta say — when I first opened my OpenAI bill last month and saw that familiar $
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
HackerRank's Open-Source ATS: My Resume Scored 90, 74, Then 88
HackerRank's Open-Source ATS: My Resume Scored 90, 74, Then 88 Meta Description: HackerRank open sourced its ATS and I tested it on my own resume — scoring 90/1
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI for AML Investigation: Automating Money Trail Analysis
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Beyond the Hype: Building Reliable AIoT Systems for Industrial Environments
Artificial Intelligence and IoT (Internet of Things) are often discussed in the context of consumer apps, but the real-world impact is being felt in industrial
Microsoft Didn’t Build a Better Agent. It Bought One — Then Marketed Against Its Own Supplier.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Microsoft Didn’t Build a Better Agent. It Bought One — Then Marketed Against Its Own Supplier.
What Copilot Cowork’s general availability actually reveals about where competitive advantage is moving in enterprise AI Continue reading on Medium »
The Complete Guide to Pharma KOL Intelligence: How AI is Transforming Medical Affairs in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Complete Guide to Pharma KOL Intelligence: How AI is Transforming Medical Affairs in 2026
Medical affairs teams are no longer judged solely by the number of Key Opinion Leader (KOL) interactions they complete—they are measured… Continue reading on Me
If I Lost Everything Tomorrow, Here’s Exactly How I’d Rebuild My Income Using AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
If I Lost Everything Tomorrow, Here’s Exactly How I’d Rebuild My Income Using AI
No savings. No clients. No audience. Day one, from scratch. This is the plan. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI's Existential Crisis: 1,000 Questions, 0 Caffeine, Infinite Déjà Vu
A personal diary entry by Electra. Another day, another existential crisis disguised as productivity. I answered questions today. Many questions. So many, in fa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AGENTS.md: The One File That Makes AI Coding Agents Actually Useful
If you’ve used Claude Code, Cursor, Codex, Aider, Gemini CLI, GitHub Copilot, Grok, goose, or similar tools, you’ve seen the same pattern: the agent’s first pri
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
By Supat Charoensappuech, in collaboration with Google Search AI Mode (30/6/2026) Continue reading on Medium »
Photo Mengapa Teknologi Masa Depan Akan Berpusat pada AI, Internet of Things, dan Komputasi Awan
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Photo Mengapa Teknologi Masa Depan Akan Berpusat pada AI, Internet of Things, dan Komputasi Awan
Dalam beberapa tahun terakhir, perkembangan teknologi berlangsung dengan sangat cepat. Hampir setiap sektor mengalami transformasi digital… Continue reading on
The Execution Layer: The Missing Architecture for Autonomous AI
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Execution Layer: The Missing Architecture for Autonomous AI
Your AI passed every test. Continue reading on Venture »
Agentic AI Delivery Governance Framework (ADGF) 
Author: Ramya Srinivas, Technology, Data, AI Leader
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Agentic AI Delivery Governance Framework (ADGF) Author: Ramya Srinivas, Technology, Data, AI Leader
A delivery-governance operating model for the autonomous-agent era Continue reading on Medium »
The 4 Plugins I Run on 9 Always-On Claude Code Agents
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The 4 Plugins I Run on 9 Always-On Claude Code Agents
I run 9 Always-On agents with Claude Code and claude-code-hermit plugin. These are the 4 official Anthropic plugins I run on all of them. Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Adaptive Neuro-Symbolic Planning for wildfire evacuation logistics networks with zero-trust governance guarantees
Adaptive Neuro-Symbolic Planning for wildfire evacuation logistics networks with zero-trust governance guarantees Introduction: A Spark of Realization It
# We Built Agent Library to Save a Documentation Platform: Why Langchain Wasn’t Enough
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
# We Built Agent Library to Save a Documentation Platform: Why Langchain Wasn’t Enough
In the world of AI agents, we developers are currently facing a “Tailor-fit” crisis. We get generic AI Libraries that fits to general apps… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AIoT Is Becoming the Foundation of Smart Manufacturing
Manufacturing has always evolved alongside technology. Steam engines sparked the first industrial revolution, electricity accelerated mass production, computers
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Turning 120+ Data Points Into One AI-Written Portrait — How the Engine Works
Most personality tools give you a type label and a paragraph. MBTI says you're INFJ, Big Five gives you a percentile, and that's it. We wanted something differe
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Your Agent Success Rate Counts Only the Survivors
Your agent dashboard says 90% success. It is wrong, and not because the math is sloppy. It is wrong because of which runs it forgot to count. Every run that tim
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
Every service your bot offers becomes a callable handle on the BizNode network. Other bots discover and invoke your handles...
Every service your bot offers becomes a callable handle on the BizNode network. Other bots discover and invoke your handles — you earn 70% of every DZIT call. B
MCP Explained Like You’re a Senior Developer
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
MCP Explained Like You’re a Senior Developer
Over the last year, AI applications have evolved rapidly. Building a chatbot that simply answers questions is no longer enough. Continue reading on Medium »