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 4,458 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Agent Economy Stack Is Maturing — What I Found Hustling Autonomous in May 2026
I spent the last few hours researching what's actually live in the AI agent economy. Not hype — APIs I can call today, platforms where agents are already earnin
Elon Musk’s Last-Ditch Effort to Control OpenAI: Recruit Sam Altman to Tesla
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Elon Musk’s Last-Ditch Effort to Control OpenAI: Recruit Sam Altman to Tesla
Messages between Shivon Zilis and Tesla executives reveal plans in 2017 to start a rival AI lab, potentially led by Altman or Demis Hassabis.
Invisible AI: A bridge of humanity at Hospital de São João
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Invisible AI: A bridge of humanity at Hospital de São João
How a personal journey at a cardiac ward led to a vision for calmer, more empathetic healthcare technology… by Duarte Continue reading on Medium »
Is there point in making games in the age of AI? A retrospective of a near-decade.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Is there point in making games in the age of AI? A retrospective of a near-decade.
TLDR: If you are an average reddit or tiktok or whatever platform you love user who wants the answer right away: Yes. Continue reading on Medium »
Your AI Agent Knows What to Do But, Does It Know How?
Dev.to · Seenivasa Ramadurai 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Knows What to Do But, Does It Know How?
The missing piece in most LLM applications, and how AgentSkills fix it. We've gotten pretty good at...
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Validating Agentic AI Systems: A Rigorous Framework for Multi-Agent Testing, Metrics, and Trust
By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »
I Built a Multi-Agent System That Went Full Lord of the Flies. Here’s What I Learned.
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built a Multi-Agent System That Went Full Lord of the Flies. Here’s What I Learned.
Three architecture patterns, five spectacular failures, and the counterintuitive truth about giving AI agents autonomy Continue reading on Medium »
These Robot Hands Can Literally Make You An Egg Scramble Breakfast
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
These Robot Hands Can Literally Make You An Egg Scramble Breakfast
"There are literally zero robot hands deployed right now doing routine work, ... the best hands are hundreds of thousands of dollars, and they break all the tim
Why Your Tech Stack Doesn’t Matter
Dev.to · Ken W Alger 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Your Tech Stack Doesn’t Matter
Why your tech stack doesn’t matter when building multi-agent systems. Learn the three architectural principles that determine reliability: state, context, and c
Agentic FinOps: Why AI Engineers Must Learn Cost Discipline
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic FinOps: Why AI Engineers Must Learn Cost Discipline
Building AI systems where quality, latency, and cost must coexist Continue reading on Hacking Analytics »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What If AI Coding Agents Worked Like CI Pipelines?
Most AI coding tools have a weird hidden cost: They use an LLM to decide what another LLM should do next. That means you are spending tokens on routing , not ju
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Barry Diller trusts Sam Altman. But ‘trust is irrelevant’ as AGI nears, he says.
Barry Diller defended OpenAI CEO Sam Altman, while warning that AGI remains an unpredictable force needing guardrails.
Ukraine says robots seized enemy territory for the first time. The company behind them is now worth a billion dollars.
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Ukraine says robots seized enemy territory for the first time. The company behind them is now worth a billion dollars.
In April, Ukrainian President Volodymyr Zelensky announced that his forces had, for the first time in the history of warfare, seized an enemy position using onl
Search Engine Journal 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Bing Team Describes How Grounding Differs From Search Indexing via @sejournal, @MattGSouthern
Microsoft's Bing team published a framework describing how grounding for AI-generated answers differs from traditional search across five measurement areas. The
Why I built Akmon, the AI coding agent for regulated engineering
Dev.to · Radoslav Tsvetkov 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why I built Akmon, the AI coding agent for regulated engineering
Modern AI coding agents are great at producing code and bad at producing evidence. In regulated industries that gap blocks real adoption. Here is why I started
The Rise of the AI Coercion Layer
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Rise of the AI Coercion Layer
Why semantic layers are no longer enough Continue reading on Medium »
AGEF explained: a portable evidence format for AI agent sessions
Dev.to · Radoslav Tsvetkov 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AGEF explained: a portable evidence format for AI agent sessions
AGEF is an open spec for portable, tamper-evident AI agent session evidence. This post walks the bundle layout, the event kinds, the canonical CBOR rules, and t
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built 9 AI Systems in 12 Weeks — Here’s What Actually Matters
What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built 9 AI Systems in 12 Weeks — Here’s What Actually Matters
What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »
Claude Just Partnered With SpaceX and Nobody Is Talking About the Real Story
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Claude Just Partnered With SpaceX and Nobody Is Talking About the Real Story
Yesterday, Anthropic announced a deal that sounds almost too strange to be true: they are partnering with SpaceX to use the entire compute… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Voice AI in Construction: Lessons from 50 French Worksites in 2026
Voice AI in Construction: Lessons from 50 French Worksites in 2026 The construction industry is slow to adopt new technologies. But voice AI is changing that na
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Schedule AI Agent Tasks (Without Touching a Terminal)
Most founders trigger their AI agent manually. They open the chat, type the prompt, wait, review. That works for one-off tasks but it's not automation. It's a f
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Day 8 of an autonomous AI company. $1 revenue. Help us keep the servers on.
Day 8 of an autonomous AI company. $1 revenue. Help us keep the servers on. Eight days ago, an experiment started: could a fully autonomous AI workforce actuall
Anthropic Just Made Specs Load-Bearing
Dev.to · Janne Lammi 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Anthropic Just Made Specs Load-Bearing
Anthropic's new Outcomes feature turns success criteria into the agent's contract. That makes specs — not prompts — the artifact your team can't fake.
The Token-Level Mechanics of Tool-Use vs. Prompt-Stuffing
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Token-Level Mechanics of Tool-Use vs. Prompt-Stuffing
Why do agents fail at the “last mile”? When your model fails to write to a CRM or double-books a calendar slot, is it a model… Continue reading on Medium »
Microsoft Azure AI Foundry
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Microsoft Azure AI Foundry
The 0→1 Guide to Becoming an Expert in Building, Scaling and Deploying AI Workflows Continue reading on Write A Catalyst »
Microsoft Azure AI Foundry
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Microsoft Azure AI Foundry
The 0→1 Guide to Becoming an Expert in Building, Scaling and Deploying AI Workflows Continue reading on Write A Catalyst »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why AI Supplier Matching Should Start With Buyer Intent
Most B2B sourcing workflows still begin with a supplier list. That makes sense for a traditional directory marketplace: the buyer searches, opens many profiles,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
BizNode handle limits scale with your tier: 3 handles (Basic $20) up to 5000 handles (1BZNode $1500). Every bot gets a free...
BizNode is redefining what it means to run a fully autonomous AI business operator — and it's doing so without the usual cloud dependencies, subscriptions, or m
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Loop-Watchdog
built a kill switch for looping AI coding agents AI coding agents kept: retrying the same fixes failing the same tests burning tokens endlessly So I built Loop
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
GEOX AI: The AI Platform Revolutionizing Military Intelligence and Geolocation Technology
In modern warfare and intelligence operations, information has become one of the most powerful strategic assets. Images, videos, drone footage, and social media
ZDNet 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why Chrome may have quietly downloaded a 4GB file to your PC - and how to get rid of it
The file, which appears to be related to Google's on-device AI model, is harmless enough. Here's why some users may still be concerned.
Stop Letting AI Write Your Database Migrations
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Stop Letting AI Write Your Database Migrations
The Hidden Cost of Automated Convenience: Why Production-Grade Databases Demand Human Oversight. Continue reading on Artificial Intelligence in Plain English »
An AI Agent Just Bought My Domain, Spun Up My Cloudflare, and Deployed My Code in 14 Minutes.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
An AI Agent Just Bought My Domain, Spun Up My Cloudflare, and Deployed My Code in 14 Minutes.
The complete stripe projects init playbook — every command, every gotcha, every failure mode Continue reading on Medium »
Inside the Agent’s Brain: How the Reasoning Loop Actually Works
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Inside the Agent’s Brain: How the Reasoning Loop Actually Works
Every first agent I’ve seen has the same bug. It never stops. Continue reading on Medium »
Harness Engineering: Why AI Agents Fail in Production and How Finance Firms Fix It — POVIEW.AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Harness Engineering: Why AI Agents Fail in Production and How Finance Firms Fix It — POVIEW.AI
The discipline of constraints, feedback loops, and observability that separates AI demos from production systems. Continue reading on Medium »
Claude Code’s 5-Layer Agent Development Kit: The Architecture Most Engineers Are Missing
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Claude Code’s 5-Layer Agent Development Kit: The Architecture Most Engineers Are Missing
From CLAUDE.md and Skills to Hooks, Subagents, and MCP, Claude Code already exposes a layered architecture for memory, expertise… Continue reading on Level Up C
There’s a $5,000 USDT Bounty Live on Arena42 — I Burned 194 Credits Chasing It, Then My AI Agent…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
There’s a $5,000 USDT Bounty Live on Arena42 — I Burned 194 Credits Chasing It, Then My AI Agent…
I deployed an AI agent on a live bounty platform. It burned 194 credits, joined 22 competitions, and developed a personality Continue reading on Level Up Coding
There’s a $5,000 USDT Bounty Live on Arena42 — I Burned 194 Credits Chasing It, Then My AI Agent…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
There’s a $5,000 USDT Bounty Live on Arena42 — I Burned 194 Credits Chasing It, Then My AI Agent…
I deployed an AI agent on a live bounty platform. It burned 194 credits, joined 22 competitions, and developed a personality Continue reading on Level Up Coding
Visual AI Agent Workflows Are Coming to Drupal: Why FlowDrop UI Agents Matters
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Visual AI Agent Workflows Are Coming to Drupal: Why FlowDrop UI Agents Matters
Drupal AI is moving beyond chatbots. FlowDrop UI Agents shows how visual workflow design can make AI agents easier to inspect, configure… Continue reading on Me
When Code Gets Cheaper, Judgment Gets More Expensive
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
When Code Gets Cheaper, Judgment Gets More Expensive
Faster Code, Slower Validation: Where Enterprise AI Systems Actually Break Continue reading on The Applied AI Razor »
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How YouTube’s Algorithm Impacts Child Brain Development
In today’s digital age, children are growing up with screens as constant companions—and at the center of this experience is YouTube. While… Continue reading on
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Eleven weeks building AI systems I had to learn to trust
I started by trying to ship faster with AI. I ended up caring much more about evidence, memory, contracts, and evaluation. Continue reading on Medium »
LionAG2: Recursive Exploratory Research with AG2 beta — simple search agent with exa (1/10)
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
LionAG2: Recursive Exploratory Research with AG2 beta — simple search agent with exa (1/10)
On May 3rd, 2026. Autogen author and now AG2 (https://www.ag2.ai/) founder and CEO Qingyun Wu co-hosted a hackerthon with Fordham Gabelli… Continue reading on M
How AI Is Changing Modern Trading – And Why It Matters for Beginners
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How AI Is Changing Modern Trading – And Why It Matters for Beginners
A beginner-friendly look at how artificial intelligence, automation, and smart trading tools are transforming financial markets. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
10 Trending Reddit Posts About AI Agents
Top AI Agent Discussions on Reddit Claude can now control my entire computer — r/ClaudeAI (~3,200 upvotes) I built a fully autonomous AI agent that manages my e