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 (25,179) Articles (6454)Blog Posts (9649)Tutorials (4264)Research Papers (3588)News (1224)
Pushing My Own Boundaries: Using AI to Start the Day Already Briefed
Dev.to · Jens Reynders 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Pushing My Own Boundaries: Using AI to Start the Day Already Briefed
The goal is to start the day already briefed — not to spend the first hour becoming briefed. What...
Stop Letting AI Agents Raw-Dog Your Filesystem: Building SafeMCP
Dev.to · wyndev 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Stop Letting AI Agents Raw-Dog Your Filesystem: Building SafeMCP
We need to have a serious talk about the Model Context Protocol. Everyone is losing their minds over...
Claude Sonnet 5 for Product Designers
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Claude Sonnet 5 for Product Designers
Anthropic just updated its most balanced AI model, Sonnet. The company calls Sonnet 5 “the most agentic Sonnet model yet” Continue reading on UX Planet »
THE MAP IS NOT THE TERRITORY
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
THE MAP IS NOT THE TERRITORY
A Blueprint for True AGI through Perspective-Switching Continue reading on Medium »
AI Agents Aren’t the Solution to Every Problem
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Aren’t the Solution to Every Problem
Not everything should be solved by throwing an agent at it. Let me explain why. Continue reading on Medium »
AI Agents Aren’t the Solution to Every Problem
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Aren’t the Solution to Every Problem
Not everything should be solved by throwing an agent at it. Let me explain why. Continue reading on Medium »
5 AI Agent Workflows We Use to Reclaim 20+ Hours
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
5 AI Agent Workflows We Use to Reclaim 20+ Hours
We all feel the pressure of having too much to do and not enough time. At WebMob Technologies, we see leaders drowning in small tasks that… Continue reading on
Answer Engine Optimization & AEO Services: The Future of AI Search Optimization & Digital…
Medium · SEO 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Answer Engine Optimization & AEO Services: The Future of AI Search Optimization & Digital…
The digital search landscape is rapidly evolving beyond traditional SEO into a new era powered by artificial intelligence. Today, users no… Continue reading on
DRAM it! Cheap PCs being priced out of existence as memory cost bites
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
DRAM it! Cheap PCs being priced out of existence as memory cost bites
AI server gold rush leaves budget laptops starving for chips as sub-$500 machines down nearly a fifth stateside
How to stop AI agent API cost spikes without rewriting your OpenAI SDK calls
Dev.to · Edward Li 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to stop AI agent API cost spikes without rewriting your OpenAI SDK calls
AI agents are good at one thing finance teams hate: turning one user action into dozens of model...
Why Compute Is Becoming Geopolitical
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Compute Is Becoming Geopolitical
AI Geopolitics, Compute Infrastructure, Semiconductor Strategy, AI Economics, Technological Power Continue reading on Medium »
Why Compute Is Becoming Geopolitical
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Compute Is Becoming Geopolitical
AI Geopolitics, Compute Infrastructure, Semiconductor Strategy, AI Economics, Technological Power Continue reading on Medium »
Building an AI Agent That Searches the Web and Makes Investment Decisions
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building an AI Agent That Searches the Web and Makes Investment Decisions
Modern AI agents don’t just answer questions — they execute multi-step pipelines, combining different models and tools to produce… Continue reading on Medium »
Who Defines AI for Good?
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Who Defines AI for Good?
At the 2026 Summit, do startup builders have authority, or just attendance? Continue reading on StartingUpGood Magazine »
OKF (Open Knowledge Format) — The Missing Layer in Your AI Agent Stack
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OKF (Open Knowledge Format) — The Missing Layer in Your AI Agent Stack
By Ronak Chhabra | Data Scientist Continue reading on Medium »
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Algorithm in the Boardroom: Who Really Controls AI?A
A story about power, trust, and the quiet revolution happening inside every company building with AI. Continue reading on Medium »
I Built an HR Policy Chatbot Using Dify — And It Failed First
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Built an HR Policy Chatbot Using Dify — And It Failed First
What a governance breakdown taught me more than the working demo ever could Continue reading on Medium »
AI Agents Explained: What They Are & How to Build One
Dev.to · Jonas Prenissl 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Explained: What They Are & How to Build One
> Complete guide to AI agents in 2026 Complete guide • 9 min read ### TL;DR AI agents are language models that can **plan, use tools, and take multi-step action
I built qwen-forge — a lightweight tool for experimenting with AI automation workflows
Dev.to · alay 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I built qwen-forge — a lightweight tool for experimenting with AI automation workflows
Hi everyone, I built a small project called qwen-forge while experimenting with AI workflows and...
Search Engine Journal 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
88% Of Companies Use AI As A Tool, Only 12% Built A System via @sejournal, @gregjarboe
A global study of 6,100 organizations reveals most AI adoption is still surface-level, and the gap is widening fast. The post 88% Of Companies Use AI As A Tool,
The Orbital Data Center Hype Machine Is Already in Orbit
IEEE Spectrum 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Orbital Data Center Hype Machine Is Already in Orbit
“ The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World
Your Provenance Vector Dies at the Storage Boundary
Dev.to · Sergei Parfenov 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your Provenance Vector Dies at the Storage Boundary
A typed provenance vector is useless if downstream code ignores it, and impossible if it can't survive being compressed to fit a 500-step agent's memory. Part 4
Token Costs That Compound While You Sleep
Dev.to · Babar Hayat 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Token Costs That Compound While You Sleep
An AI agent ran inside a customer's pipeline for 30 seconds. By the time anyone looked at the logs,...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Agent security has a survivorship-bias problem — we're armoring the wrong part of the plane
In WWII, the military studied bombers that came back and wanted to armor the spots with the most bullet holes. Abraham Wald pointed out the mistake: those holes
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Top Generative AI Development Company in Japan: Empowering Businesses with Intelligent AI Solutions
Artificial Intelligence is no longer a futuristic concept—it has become a powerful business tool that is reshaping industries worldwide. Among the most revoluti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
FuseGuard: Trip Agent Loops Locally, See Blocks in Your Fleet Console
Agents retry forever when a tool schema drifts or a loop never terminates. Your service dashboards look fine. Stripe still charges. Meanwhile the model burns to
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Microsoft Edge AI History Search Raises New Privacy Questions for IT Teams
Microsoft Edge 150 keeps AI history search policy in play, giving IT teams a reason to audit browser AI controls, Copilot access, search suggestions, and extens
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
BizNode captures every interaction into a PostgreSQL CRM — leads, conversations, emails, all searchable and exportable
BizNode captures every interaction into a PostgreSQL CRM leads conversations and emails all searchable and exportable BizNodeTM is an autonomous AI business ope
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Loan That Never Waits: How AI Voice Agents Are Transforming Customer Enquiries in Banking
The Loan That Never Waits: How AI Voice Agents Are Transforming Customer Enquiries in Banking Applying for a loan is one of the biggest financial decisions a pe
Healthcare’s AI Revolution Has Forgotten the Human Being
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Healthcare’s AI Revolution Has Forgotten the Human Being
Artificial intelligence has arrived in healthcare with extraordinary promise. Every week brings another announcement of an AI assistant, a smarter chatbot, an a
Do You Own The Intelligence Your Enterprise Is Building?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Do You Own The Intelligence Your Enterprise Is Building?
​Every time an enterprise deploys AI on infrastructure it does not own, it exposes operational data to external platforms and renews that dependency.
Why Pure Agentic AI Fails In Enterprise Settings And What Works Instead
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Pure Agentic AI Fails In Enterprise Settings And What Works Instead
If your agentic AI project is failing, your problem is likely that you treated the integration work as somebody else's issue to solve after the demo.
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Presentation: The Infrastructure Challenge Behind Production AI
The panelists explain the realities of running AI systems reliably at scale. While building models is solved, maintaining production databases under constant pr
Handle community abuse reports with an email agent
Dev.to · Qasim 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Handle community abuse reports with an email agent
Run a community-ops Agent Account that intakes abuse reports over email, deduplicates repeat reports about the same content, and escalates the serious ones to h
Let an agent own the invite: RSVP reconciliation with Agent Accounts
Dev.to · Qasim 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Let an agent own the invite: RSVP reconciliation with Agent Accounts
When an AI agent is the meeting organizer, it has to reconcile yes/no/maybe replies as they land — here's how to do that with the Nylas Events API and the event
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Where Is Voice AI Innovation Happening?
Insights from Mapping 417 Startups Across 28 Markets — And Where Future Opportunities May Emerge Continue reading on Medium »
How to Evaluate an AI Companion App: Private Chat, Images, and UX
Dev.to · Spencer Kott 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Evaluate an AI Companion App: Private Chat, Images, and UX
Developers and power users evaluate AI products differently from casual users. An AI companion app is...
​The Reason Enterprise AI Keeps Failing Has Nothing To Do With Your Models
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
​The Reason Enterprise AI Keeps Failing Has Nothing To Do With Your Models
The failure is not in the technology. It is in the operating model surrounding it, and it shows up in three interconnected places.
Univeros: How AI Agents Revived My Seven-Year-Old PHP Framework Project
Dev.to · Antonio Ramirez Cobos 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Univeros: How AI Agents Revived My Seven-Year-Old PHP Framework Project
On reviving Univeros, and why layering AI on top of a framework is the wrong approach. There’s a...
I got tired of writing scrapers for my AI agents, so I built Haunt
Dev.to · Daniel Cox 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I got tired of writing scrapers for my AI agents, so I built Haunt
Every time I wanted an AI agent to read a web page, I ended up in the same hole: writing a scraper,...
Claude Helped a Hacker Find a Way to Issue Tickets to Almost Every US Music Festival
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Claude Helped a Hacker Find a Way to Issue Tickets to Almost Every US Music Festival
A researcher found that using Anthropic’s Claude Opus 4.7, he could break into the website of Front Gate—used by every festival from Lollapalooza to Bonnaroo—an
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
No AI Model Passes the Real-Time Teamwork Test: GPTNT Benchmark Results
GPTNT is a new AI benchmark based on cooperative game "Keep Talking and Nobody Explodes." Two agents must collaborate: one sees the bomb, one has the manual. Ne
AI-Powered Supply Chain Optimization: The Competitive Advantage of 2026
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI-Powered Supply Chain Optimization: The Competitive Advantage of 2026
In 2026, supply chains are no longer operating behind the scenes as simple logistics networks. They have evolved into strategic business… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Anthropic Launches Claude Science: AI Becomes a Scientific Instrument
At a pharmaceutical summit in San Francisco, Anthropic CEO Dario Amodei demonstrated Claude Science analyzing a protein folding problem in real time - accessing
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I built a drop-in AI chatbot widget for React that works with any provider — here's why
The problem Every time I wanted to bolt an AI chatbot onto a React app, I hit the same wall: either I locked myself into one vendor's SDK (OpenAI's widget, Anth
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Agents Are Now Handling Java Migrations - Here's What That Means for You
Legacy software migrations used to be the kind of project that kept CTOs up at night. But AI agents are starting to take on work that once required months and e
Octo: Giving AI Agents a Desk, an Identity, and a Performance Review
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Octo: Giving AI Agents a Desk, an Identity, and a Performance Review
Agents are already doing real work. Competitive analysis, code review, documentation drafts. But in...
Harness Engineering -
The Infrastructure Layer
That Makes AI Agents Work
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Harness Engineering - The Infrastructure Layer That Makes AI Agents Work
Prompt engineering writes the instructions. Context engineering curates what the model sees. Harness engineering controls what the system… Continue reading on M