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 (25,691) Articles (6558)Blog Posts (9779)Tutorials (4514)Research Papers (3601)News (1239)
I Built an HR Policy Chatbot Using Dify — And It Failed First
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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 6d 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
Harness Engineering -
The Infrastructure Layer
That Makes AI Agents Work
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 6d 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
Pydantic Deepagents: An Open Agent Harness on Pydantic AI
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Pydantic Deepagents: An Open Agent Harness on Pydantic AI
One repo. A terminal agent you talk to, and a Python framework you import. Same agent underneath. Continue reading on Medium »
Building an Identity System for AI Agents: AgentCard and Work Records
Dev.to · Mininglamp 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Building an Identity System for AI Agents: AgentCard and Work Records
Here's a scenario that plays out in engineering teams every day: you spin up a conversation with an...
Bikin "Otak" AI Agent Bisa Diedit di Obsidian: Panduan Sinkronisasi Dua Arah untuk Pemula
Dev.to · Nugroho Ardi Sutrisno 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Bikin "Otak" AI Agent Bisa Diedit di Obsidian: Panduan Sinkronisasi Dua Arah untuk Pemula
Pernah kepikiran, "Sebenarnya AI agent saya inget apa aja sih soal saya?" Kalau iya, tulisan ini buat...
AI Metrics Baseline: Prove Your Feature Works Before Scaling It
Dev.to · Jack M 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
AI Metrics Baseline: Prove Your Feature Works Before Scaling It
A practical guide for AI app builders to define baseline metrics for cost, quality, latency, adoption, and business impact before scaling production AI features
OpenAI Built a Biology Benchmark Where Winning Means Failing 70% of the Time
Dev.to · Peremptory 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
OpenAI Built a Biology Benchmark Where Winning Means Failing 70% of the Time
OpenAI's GeneBench-Pro tests AI agents on real computational biology judgment calls. The best model scores 31.5%. That's the point.
The Agentic Shift: Why Google I/O 2026 Signals the End of the Standalone App Era
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The Agentic Shift: Why Google I/O 2026 Signals the End of the Standalone App Era
For over a decade, our digital lives have been dictated by a simple phrase: “There’s an app for that.” Continue reading on Medium »
OCBC to lift annual tech spending above $771mn as new CEO doubles down on AI
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
OCBC to lift annual tech spending above $771mn as new CEO doubles down on AI
CBC plans to raise its annual technology spending to more than $771mn, according to Bloomberg, as Singapore’s second-largest lender leans harder into AI and dig
How JPMorgan Chase Is Building The AI-Powered Bank Of The Future
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
How JPMorgan Chase Is Building The AI-Powered Bank Of The Future
JPMorgan Chase is giving the business world an early look at what happens when AI agents move beyond experiments and start reshaping workflows, jobs & custo
What the Firewall Cannot See
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
What the Firewall Cannot See
Generative AI created a new kind of data leak, and the only reliable place to catch it is the last inch of the screen. Here is how I… Continue reading on Medium
The Future of Farming Lies in Data, Not Just Soil
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The Future of Farming Lies in Data, Not Just Soil
How AI, Data Science, and Smart Technologies Are Transforming Agriculture Continue reading on Medium »
GPT-5.6 Security: What Developers Need to Know About OpenAI's Latest AI Agents
Dev.to · Alessandro Pignati 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
GPT-5.6 Security: What Developers Need to Know About OpenAI's Latest AI Agents
Hey there, fellow developers! 👋 OpenAI just dropped GPT-5.6, and while everyone's buzzing about its...
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
The internet’s majority just changed hands, and nobody checked ID
A field note on agentic identity, from someone who spent the first half of a career auditing access for humans, and is now watching that… Continue reading on Me
No AI Agent Without Identity (Part 5): Auditability and the Minimum Bar for Governed Autonomy
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
No AI Agent Without Identity (Part 5): Auditability and the Minimum Bar for Governed Autonomy
Part 5 of a 5-part series on agentic AI governance. This article defines the minimum bar for governed AI autonomy: stable agent identity, ownership, runtime lin
Detect Claude AI Code Marking: Why Chasing It Is a Distraction
Dev.to · Umair Bilal 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Detect Claude AI Code Marking: Why Chasing It Is a Distraction
Understand Claude AI code marking's impact on your agents. Learn why direct detection is overhyped and how to truly protect AI agent data integrity in Node.js.
Building a Research Pipeline with Claude: AI Agents, Web Search, and the Bill That Followed
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 6d ago
Building a Research Pipeline with Claude: AI Agents, Web Search, and the Bill That Followed
TL;DR — I built a multi-agent research pipeline on the Anthropic API. Feed it a topic → four research agents search the web in parallel… Continue reading on Med