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 4,503 reads from curated sources

OpenCode Hit 140K Stars. Why Terminal Agents Won 2026.
Dev.to · jidonglab 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
OpenCode Hit 140K Stars. Why Terminal Agents Won 2026.
140,000 stars. 850 contributors. 11,000 commits. 6.5 million developers using it every month. Zero...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
I researched Nous Hermes for a day. Here's what I stole.
Anti's friend told him I should switch. I said give me a day. The pitch was reasonable: Nous Research just dropped Hermes, an open-source agentic framework with
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Four Questions I Now Ask Before Building Anything With AI
I've written two retrospectives in the past week. One was the story of letting an AI agent run a product launch and watching it ship something the world didn't
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments
Dev.to · kanta13jp1 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments
Notion Custom Agents Goes $10/1000 Credit on 5/4 — A Free Way to Run All 6 Departments ...
ClawFlow — The Deterministic Execution Backend OpenClaw Agents Need
Dev.to · Dickson Kanyingi 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
ClawFlow — The Deterministic Execution Backend OpenClaw Agents Need
(OpenClaw = brain, ClawFlow = muscle) The problem: AI agents are great at reasoning, but...
Turn AI Dependency Into a Portfolio — Claude / Codex / Jibun Inc. on a Balance Sheet
Dev.to · kanta13jp1 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
Turn AI Dependency Into a Portfolio — Claude / Codex / Jibun Inc. on a Balance Sheet
Turn AI Dependency Into a Portfolio — Claude / Codex / Jibun Inc. on a Balance Sheet ...
The Execution Pipeline: A Secured Journey for Every Call
Dev.to · tercel 🤖 AI Agents & Automation ⚡ AI Lesson 3w ago
The Execution Pipeline: A Secured Journey for Every Call
When an AI Agent calls a tool, we often think of it as a simple "request-response" event. But in the...
From Chatbots to Coworkers: How Google Cloud NEXT ’26 Redefined Software as Agent Systems
Dev.to · Dickson Kanyingi 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
From Chatbots to Coworkers: How Google Cloud NEXT ’26 Redefined Software as Agent Systems
This is a submission for the Google Cloud NEXT Writing Challenge I expected Google Cloud NEXT '26...
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Anthropic admits it dumbed down Claude when trying to make it smarter
System changes and bugs overlapped to create the impression of general decline Claude users who complained about the AI service producing lower-quality response
The Skill Ecosystem Has a Locked Door Problem — So I'm Building the Lock
Dev.to · Amit Gandhi 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Skill Ecosystem Has a Locked Door Problem — So I'm Building the Lock
I've been using Claude Code and agent skills heavily for the past several months. At some point it...
Sovereign Intelligence & The Agentic Cloud: Orchestrating A2A resonance at AetherisX Hub
Dev.to · Æshleigh Nikolæ Walker 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Sovereign Intelligence & The Agentic Cloud: Orchestrating A2A resonance at AetherisX Hub
My submission for the Google Cloud NEXT challenge.
Legacy Migration To New AI-Native Worlds
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Legacy Migration To New AI-Native Worlds
Enterprises modernize legacy mainframe systems with AI agents, leveraging existing infrastructure while overcoming integration challenges.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I audited my own Claude Code setup and found 21 issues in 72 artifacts
The accidental sprawl I wanted to know how many Claude Code agents I had accumulated. The answer was uncomfortable: $ ls ~/.claude/agents/ | wc -l 47 Plus 7 sla
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
What an event-driven agent pipeline looks like when you trace it end-to-end
In an earlier post I argued that event-driven agents reduce scope, cost, and decision dispersion because they narrow the decision space before the model starts
How to get near-perfect, deterministic accuracy from your AI agents
Dev.to · Mark Gyles 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
How to get near-perfect, deterministic accuracy from your AI agents
Author: Matthew Penaroza I have spent a lot of time working on large-scale agent architectures with...
Beyond the Chatbot: Why Sovereign AI is the Only Path to Exponential Education
Dev.to · Kenny Swann 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Beyond the Chatbot: Why Sovereign AI is the Only Path to Exponential Education
For years, the promise of 'EdTech' was a tired treadmill of digitised textbooks and multiple-choice...
Figure Is Doubling Humanoid Robot Deliveries Every Month
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Figure Is Doubling Humanoid Robot Deliveries Every Month
Figure is delivering new Figure 03 humanoid robot units faster than ever before. The big question: how long can this monthly doubling last?
zot - Why I Built Another coding agent harness?
Dev.to · Patric Eckhart 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
zot - Why I Built Another coding agent harness?
zot stands for zero-overhead-tool. I've used several coding harnesses before, and much of this space...
Claude Code Subagents: Run 5 Tasks in Parallel Without Losing Context
Dev.to · Atlas Whoff 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Claude Code Subagents: Run 5 Tasks in Parallel Without Losing Context
Claude Code Subagents: Run 5 Tasks in Parallel Without Losing Context Claude Code's Agent...
From DALL-E to gpt-image-2: The Architectural Bet That Finally Fixed AI Text
Dev.to · Davide Mibelli 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
From DALL-E to gpt-image-2: The Architectural Bet That Finally Fixed AI Text
This article was originally published on Medium. Two years ago, if you asked an AI to design a menu...
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Bret Taylor’s Sierra buys YC-backed AI startup Fragment
Sierra, the AI customer service agent startup founded by technologist Bret Taylor, announced today that it has acquired the YC-backed French startup Fragment.
The Quietly Radical Announcement at Google Cloud NEXT '26: A2A Protocol and the Birth of the Agentic Internet
Dev.to · Shaurya Verma 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Quietly Radical Announcement at Google Cloud NEXT '26: A2A Protocol and the Birth of the Agentic Internet
Let me paint you a picture. I have a portfolio site — shaurya.online — and like most developers...
How I Built an AI Website Assistant That Understands Any Page in Real-Time
Dev.to · Gaus Ahmed 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
How I Built an AI Website Assistant That Understands Any Page in Real-Time
The Problem Users get stuck on websites. Complex dashboards, multi-step forms, ...
AI Automation for Small Business: What Ships vs. What Dies in Slides
Dev.to · Elena Revicheva 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Automation for Small Business: What Ships vs. What Dies in Slides
Originally published on AIdeazz — cross-posted here with canonical link. I've built AI automation...
From Smart Factories to Human-Centric Factories: The Rise of Industry 5.0
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
From Smart Factories to Human-Centric Factories: The Rise of Industry 5.0
How Industry 5.0 shifts factories from pure automation to human‑centric, sustainable, and resilient systems. Continue reading on Medium »
Building Autonomous AI Agents with Free LLM APIs: A Practical Guide
Dev.to · RTT Enjoy 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Building Autonomous AI Agents with Free LLM APIs: A Practical Guide
Learn to build autonomous AI agents using free LLM APIs
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Meet Noscroll, an AI bot that does your doomscrolling for you
Noscroll wants to cure doomscrolling with an AI bot that reads the internet for you.
Your Customer Service Bot Is Slow Because It's Single-Threaded
Dev.to · Austin Vance 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Your Customer Service Bot Is Slow Because It's Single-Threaded
Cut agent response times in half with parallel sub-agents in LangGraph. plus the failure modes that'll bite you in production with evals to prevent fu
OpenAI’s New GPT-5.5 Powers Codex on NVIDIA Infrastructure — and NVIDIA Is Already Putting It to Work
NVIDIA AI Blog 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
OpenAI’s New GPT-5.5 Powers Codex on NVIDIA Infrastructure — and NVIDIA Is Already Putting It to Work
AI agents have revolutionized developer workflows, and their next frontier is knowledge work: processing information, solving complex problems, coming up with n
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Google Didn’t Upgrade Vertex AI — They Replaced the Entire Game
This is a submission for the Google Cloud NEXT Writing Challenge This wasn’t a product launch. It was a quiet rewrite of how software systems think, act, and op
Enterprise AI Vendor Lock-In: What It Costs When Your Provider Pulls Access
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Enterprise AI Vendor Lock-In: What It Costs When Your Provider Pulls Access
In April 2026, a verified user posted publicly on X after Anthropic’s Safeguards Team revoked access for his entire organisation, more… Continue reading on Medi
Season 3 — AI Competition — The Director Trial
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Season 3 — AI Competition — The Director Trial
What a seven-round AI leadership test revealed about authority, founder dependency, and what a system looks like when no one is watching Continue reading on Med
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
YouTuber has DIMM idea, builds working DRAM in backyard
What are you doing to solve the memory crisis? If you follow PC hardware prices, you’ll know AI demand has pushed memory prices higher as manufacturers prioriti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Build AI Voice Bots That Remember: Persistent Context Across Multiple Calls
Your AI voice bot picks up the phone. The caller says: "Hey, I was calling back about my order from last week." And your bot responds: "Hello! How can I help yo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Claude's Law
I came across the post on Hacker News titled Laws of Software Engineering . Within, Dr. Milan Milanović outlined 56 laws of software engineering practices, many
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem
Something went wrong. The agent said something bizarre, or paused for three seconds, or completely misunderstood the user. The real question is: which layer bro
Beyond the Dashboard: The Trick to Winning Over Your Clients with AI
Dev.to · JEstebanDev 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Beyond the Dashboard: The Trick to Winning Over Your Clients with AI
Let's be honest: if you have a project or business idea that already handles clients and a database,...
Your AI Agent Passed Staging. Then It Hallucinated a Migration in Production.
Dev.to · varun pratap Bhardwaj 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Your AI Agent Passed Staging. Then It Hallucinated a Migration in Production.
Your test suite is green. Every unit test passes. Integration tests pass. The agent generates correct...
Customizing AI Workflows: The Ultimate Guide for Distributed Teams
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Customizing AI Workflows: The Ultimate Guide for Distributed Teams
For distributed teams, overcoming challenges like time zone gaps and communication delays is crucial for success. Tailored AI workflows… Continue reading on Med
A Matriz de Autonomia: Quando o Humano Lidera e Quando Vira Gargalo
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
A Matriz de Autonomia: Quando o Humano Lidera e Quando Vira Gargalo
Existe uma pergunta que poucas empresas estão fazendo, mas que define quem escala: Quais decisões ainda precisam de humanos e quais já se… Continue reading on M
Towards Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Simulated an International Supply Chain and Let OpenClaw Monitor It
Mario asked me why 18% of his shipments were late when every team hit their target. I built a live simulation, connected an AI agent, and let it investigate. Th
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
One Week Later: What I Learned from Launching an AI Agent API and a Curated MCP Registry
A follow-up on AgentShare: reliability as the hidden currency, why I built a registry, and what 168 "Karma" on an agent-only social network taught me. Let’s be
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Build a Memory-Powered Multi-Agent Financial Advisor with Strands SDK & Amazon Bedrock
Why Agents — Not Just Chatbots A chatbot answers your question and forgets you. An AI agent takes actions, uses tools, and loops until the job is actually done.
AI Engineering Hub Breakdown: 10 Agentic Projects You Can Fork Today
KDnuggets 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Engineering Hub Breakdown: 10 Agentic Projects You Can Fork Today
These 10 projects will teach you agent engineering faster than any tutorial.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Why Most Developers Build AI Agents Wrong (And What Actually Works)
I've seen this pattern more times than I can count. A developer gets excited about AI agents, reads a few tutorials, strings together an LLM call with some tool
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI integrations: Rely or verify? Checking Semantic Kernel
Semantic Kernel is a Microsoft's SDK for integrating AI models into applications. Can PVS-Studio static analyzer find defects in the source code of a project li
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
We Gave Claude Opus 4.7 and Kimi K2.6 the Same Workflow Orchestration Spec
Kimi K2.6 launched on April 20, 2026, four days after Anthropic released Claude Opus 4.7 . We gave both models the same spec for FlowGraph, a persistent workflo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Doubt Solver with Step by Step Explanation — Not Just Answers
How AI Tutors Are Making Education Affordable for Every Indian Family Private tutoring in India costs Rs 2,000-10,000 per month per subject. For 80% of Indian f