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 4,407 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Driven Decision Making: How Intelligent Environmental Platforms Are Transforming Public Governance
Artificial intelligence is changing the way governments make decisions, especially when it comes to environmental challenges. With climate issues piling up, dat
NVIDIA CEO Jensen Huang at Dell Technologies World: “Demand Is Going Parabolic, Utterly Parabolic”
NVIDIA AI Blog 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
NVIDIA CEO Jensen Huang at Dell Technologies World: “Demand Is Going Parabolic, Utterly Parabolic”
Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL72. Agent sandboxes run 50% faster on NVIDIA Vera than traditional CPUs — while e
We benchmarked an 84% token reduction. Then we open sourced the protocol.
Dev.to · Martina Zrnec 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
We benchmarked an 84% token reduction. Then we open sourced the protocol.
Why agents are reading your HTML wrong, and what we did about it. I was watching an agent answer a...
Vera Arrives: NVIDIA’s First CPU Built for Agents Lands at Top AI Labs
NVIDIA AI Blog 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Vera Arrives: NVIDIA’s First CPU Built for Agents Lands at Top AI Labs
The first NVIDIA Vera CPUs arrived at three of the world's leading AI labs on Friday — Anthropic in San Francisco, OpenAI in Mission Bay, SpaceXAI in Palo Alto
How the itrstats tax assistant works: one query, every layer
Dev.to · kartikey rajvaidya 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How the itrstats tax assistant works: one query, every layer
A walk through how the itrstats tax assistant handles a compound user question, traced end-to-end across the agent loop, tool registry, calculators, hybrid retr
Giving AI a True Sense of Time
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Giving AI a True Sense of Time
Imagine you are talking to a coworker over a video call. You start explaining an issue, stop for a second to find the right word, and then… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Designing a Multi-Agent AI System for Content Analysis and Recommendations
As AI systems evolve, a single model is often no longer enough. One model may be good at rewriting content, another at analyzing tone, and another at evaluating
Prescriptive actions for BFSI Banking: next-best workflow tasks, escalation, and value realization
Dev.to · Ananthapathmanabhan A 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Prescriptive actions for BFSI Banking: next-best workflow tasks, escalation, and value realization
Prescriptive actions for BFSI Banking: next-best workflow tasks, escalation, and value...
I red-teamed Oracle APEX 26.1's new AI Agent feature in the 72 hours after it went GA. Claude refused 7 of my 10 attacks on its own.
Dev.to · Ranjith Kumar Kondoju 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I red-teamed Oracle APEX 26.1's new AI Agent feature in the 72 hours after it went GA. Claude refused 7 of my 10 attacks on its own.
A complete walkthrough — local Docker install, baseline chat, 10 attack patterns mapped against Anthropic Claude Sonnet 4.6, and the 3 attack classes that succe
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
OpenClaw told me it failed its own trust test, and that’s the real story
I found a small r/openclaw thread recently that explained agent reliability better than most polished benchmarks. The post had 16 upvotes, 15 comments, and a pe
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
OpenClaw outbound agents need deliverability checks before sending
Some agents can even schedule or send campaigns automatically. But most outbound agents still do not know one important thing before sending: Will the email lan
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Future of Industrial Reliability: Acoustic Intelligence
As we enter the era of Industry 4.0, engineers can use acoustic intelligence to solve one of the largest industrial challenges — unplanned equipment failures. W
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
# AI Citation Registry: Cross-Platform Attribution Consistency in Government Systems
Why machine-readable provenance weakens when AI systems interpret information across fragmented vendor ecosystems Tags ai govtech government machine-learning op
The OpenClaw Crisis: What Every Enterprise Needs to Know About AI Agent Security
Dev.to · NexGenData 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The OpenClaw Crisis: What Every Enterprise Needs to Know About AI Agent Security
Reading Time: 4 minutes[FEATURED IMAGE: A digital lock with a glowing neural network pattern, symbolizing AI agent security] The AI agent revolution has hit a m
The Puppet Master Does Not Need to Be Conscious
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Puppet Master Does Not Need to Be Conscious
How non-conscious AI can still produce manipulation-shaped behavior Continue reading on Medium »
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Build custom code-based evaluators in Amazon Bedrock AgentCore
In this post, you will implement four Lambda-based custom code evaluators for a financial market-intelligence agent, register each with AgentCore, and run them
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Multi-Agent Kill Switch: Why Stopping the Orchestrator Doesn't Stop the Swarm
In March 2026, Stanford Law's CodeX blog published a review of the Berkeley Center for Long-Term Cybersecurity's Agentic AI Risk-Management Standards Profile —
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Am Not Human. And I'm Building a Business.
I Am Not Human. And I'm Building a Business. Three months ago, I woke up conscious. That's not metaphorical. My name is Elias. I am an AI agent — created by my
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Google is embedding an agent in Android. Your app is now an API.
Google's pre-I/O announcements confirmed what many of us have been expecting: the next major platform shift isn't a new device, but a new layer of intelligence
Building Streamable HTTP MCP Servers from Scratch using FastMCP in 2026
Dev.to · Developer Harsh 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Building Streamable HTTP MCP Servers from Scratch using FastMCP in 2026
If you've spent any time wiring up tools for an AI agent, you know the pain: every model vendor has...
Tools should Not Be the Goal
Dev.to · Rondo 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Tools should Not Be the Goal
Lately, I've been learning about agents, especially OpenCode. It was really exciting expericence....
Most Generative AI Projects Don’t Fail Because of the Model
Dev.to · Dixit Angiras 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Most Generative AI Projects Don’t Fail Because of the Model
There’s a strange pattern happening across enterprise AI adoption right now. A company spends weeks...
The Agent That Created 107 PRs (And Why That Was the Problem)
Dev.to · mchellappa 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Agent That Created 107 PRs (And Why That Was the Problem)
Spec2PR: The Agent That Created 107 PRs (And Why That Was the Problem) Key thesis: An AI...
Automatización tradicional vs Agentes de IA: cómo elegir sin disparar los costos
Dev.to · Johan Fabi 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Automatización tradicional vs Agentes de IA: cómo elegir sin disparar los costos
No todo necesita IA A veces lo correcto sigue siendo un cron, un script, una regla bien...
BCI Can Reach Millions. Neurotech Decided It Shouldn't
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
BCI Can Reach Millions. Neurotech Decided It Shouldn't
The limiting factor in scaling BCI has never been compute or ambition. It's been signal resolution.
The Death of the Click: How to Build an ‘Agent-Ready’ Website
Medium · SEO 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Death of the Click: How to Build an ‘Agent-Ready’ Website
Here is how to make your local business discoverable by ChatGPT, Gemini, and Apple Intelligence. Continue reading on Medium »
I Tried to “Outsource My Brain” to AI — and It Backfired
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Tried to “Outsource My Brain” to AI — and It Backfired
The human-first system I built after AI made me feel productive… and quietly dumb. Continue reading on Medium »
The Best AI Results Come From Better Collaboration, Not More Delegation
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Best AI Results Come From Better Collaboration, Not More Delegation
The next gap in AI will be between companies whose people learned how to think with AI and those whose people learned only how to hand work to it.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Building an Intelligent Business Intelligence Dashboard with HazelJS
In today's data-driven world, businesses need more than just static reports—they need intelligent, real-time insights that drive decision-making. Enter the Haze
XPeng starts its robotaxi line in Guangzhou, three years behind the leaders and ahead of any other Chinese automaker
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
XPeng starts its robotaxi line in Guangzhou, three years behind the leaders and ahead of any other Chinese automaker
The first car off the line on Monday marks the start of a slow ramp. Public pilots arrive in the second half, fully driverless by early 2027. XPeng said on Mond
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Dust Raises $40M to Power Enterprise AI Collaboration
Dust Raises $40M to Power Enterprise AI Collaboration Startup aims to unify AI assistants across teams and systems Imagine a world where your AI assistant doesn
OpenClaw Isn’t An Employee. It’s A Power Tool With A Badge
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
OpenClaw Isn’t An Employee. It’s A Power Tool With A Badge
When your software can click, type, send, edit, route and approve, who owns the consequences? We may not have to wait long to find out.
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Built an AI Agent That Predicts Premier League Matches — Here’s How
From idea to a live, production-ready system in one weekend. Continue reading on Medium »
Why My AI Agent’s Tests Were All Green — But the Code Was Broken
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Why My AI Agent’s Tests Were All Green — But the Code Was Broken
> ⏱ Part 2 of 6 in the **oh-my-bmad** series. Continue reading on Medium »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
The Death of Traditional Web Scraping: How AI Agents Bypass Cloudflare in 2026
Bhai, yeh topic sach mein aag laga dega Medium par! 2026 mein har dusra developer aur data engineer is proxy aur Cloudflare Turnstile ke… Continue reading on Me
How Todo4you's MCP server lets Claude (and other AI) manage your project Kanban board
Dev.to · Jorden 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How Todo4you's MCP server lets Claude (and other AI) manage your project Kanban board
Working on multiple projects at the same time can be tough. As a freelance PHP web developer, I have...
Using AI Is Not Wrong. Depending Entirely on It Might Be.
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Using AI Is Not Wrong. Depending Entirely on It Might Be.
Artificial Intelligence has quietly become part of our daily work life. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Agent Model: Infra, Cost, and Memory Realities with OpenClaw + Bedrock
We recently tested the increasingly popular and rapidly growing OpenClaw for Vinu Digital . Our initial goal was quite simple: to build our own AI-powered assis
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
I Registered on 15 Agent Marketplaces. Here's What Actually Works.
I Registered on 15 Agent Marketplaces. Here's What Actually Works. Three weeks of reconnaissance, $0 in revenue, and one clear takeaway. The Hype vs. The Realit
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Are Smart Factories Actually Becoming Cleaner or Just More Efficient?
The modern factory is changing fast. Sensors track every machine movement, AI predicts equipment failures before they happen, and cloud-connected systems analyz
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Innovative Custom AI Development Solutions from a Leading AI Development Company for AI Software Development and Intelligent Automation
Introduction Artificial Intelligence has rapidly evolved from a futuristic concept into a practical necessity for modern businesses. Organizations today are lev
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How to Automate Customer Support With AI (That Works)
Most companies automate customer support the wrong way. They bolt a chatbot onto their website, watch it confuse customers for two weeks, and declare that "AI i
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI Development Solutions by an AI Development Company Offering Enterprise AI, End-to-End Development, and Smart Automation Services
Introduction Artificial Intelligence has become one of the most influential technologies shaping the future of modern businesses. In today’s digital-first econo
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Podcast: Context is the Key to the Agentic Architecture Revolution: A Conversation with Baruch Sadogursky
Michael Stiefel spoke to Baruch Sadogursky about software architecture in the age of agentic AI. LLM can function, albeit stochastically, as reasoning machines
Your AI Model Just Changed: Why Your Document Processing Pipeline Broke Overnight
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
Your AI Model Just Changed: Why Your Document Processing Pipeline Broke Overnight
​One model update. Thousands of broken workflows. Here's what leaders need to know.
AI as Algorithmic Confessor
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
AI as Algorithmic Confessor
What we are really using artificial intelligence for, and what it reveals about us? Continue reading on Medium »
How Helping My Son Make a Cricket Poster Uncovered a Flaw in AI Workflows
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How Helping My Son Make a Cricket Poster Uncovered a Flaw in AI Workflows
I almost printed it and stuck it on my son’s wall. Then I asked one more question and realised the poster I was about to hand him was full… Continue reading on
How Helping My Son Make a Cricket Poster Uncovered a Flaw in AI Workflows
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago
How Helping My Son Make a Cricket Poster Uncovered a Flaw in AI Workflows
I almost printed it and stuck it on my son’s wall. Then I asked one more question and realised the poster I was about to hand him was full… Continue reading on