Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

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lessons
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 (9,326) Articles (2359)Blog Posts (2658)Tutorials (3674)Research Papers (355)News (280)
Forget Data Centers In Space. How About Satellites That Think?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1h ago
Forget Data Centers In Space. How About Satellites That Think?
Satellites that think can protect us from piracy, marine vandalism and other offshore threats. Welcome to the age of Orbital AI.
How Managing 500+ Employees Led Me to Build WorkforceIQ: The AI Platform I Wish I Had
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
How Managing 500+ Employees Led Me to Build WorkforceIQ: The AI Platform I Wish I Had
By Darrik Curry, Founder & CEO of WorkforceIQ Continue reading on Medium »
The Three Pillars of AI Agents: Platform, LLM, and Harness
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
The Three Pillars of AI Agents: Platform, LLM, and Harness
What AI are you using lately? It is a deceptively simple question with a frustrating answer, made no easier by the frontier labs and their… Continue reading on
Anthropic's New AI Workbench Mapped My Field For $26. Now Imagine It Aimed At The Rest Of Science
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 2h ago
Anthropic's New AI Workbench Mapped My Field For $26. Now Imagine It Aimed At The Rest Of Science
Anthropic's Claude Science is a capable AI research workbench built for molecular biology. The opportunities for the rest of science are enormous.
Amazon Bedrock AgentCore vs Reality
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Amazon Bedrock AgentCore vs Reality
Building an AI agent with Amazon Bedrock AgentCore is straightforward, but making it secure, reliable and scalable is not. Here are the engineering lessons lear
Stop Blaming the Model. Your AI Agents Need a Control Plane
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Stop Blaming the Model. Your AI Agents Need a Control Plane
Data + AI Summit 2026, Databricks quietly said the most important thing about enterprise AI agents: the core agent loop is only 1% of the… Continue reading on M
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…
Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »
How MCP Standardizes Tool Integration for AI Agents
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
How MCP Standardizes Tool Integration for AI Agents
The article explains the Model Context Protocol (MCP), an open standard for connecting AI agents to tools, data sources, and services. It walks through MCP's ar
Google App Update: A Stunning Gemini AI Upgrade For Mac Users
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Google App Update: A Stunning Gemini AI Upgrade For Mac Users
Google’s new Gemini AI upgrade will let Android users remotely control their Mac workflows.
Operational Context Matters More Than Better AI Agents
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 9h ago
Operational Context Matters More Than Better AI Agents
AI models are already capable of completing impressive individual tasks, but real business operations remain fragmented across chats, files, tools, channels, an
From AI Adoption To Structural Integration In Commercial Real Estate
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
From AI Adoption To Structural Integration In Commercial Real Estate
The complexity of integrating AI into Commercial Real Estate operations and investments remains a significant barrier to achieving true enterprise transformatio
Healthcare AI Is Automating Prior Authorization Backwards
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 10h ago
Healthcare AI Is Automating Prior Authorization Backwards
The next generation of healthcare AI must address both sides of the problem.
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Ford Brings Back Veteran Engineers After AI Quality Setback
Ford rehired veteran engineers after AI quality systems fell short, showing why expert oversight still matters in high-stakes automation. The post Ford Brings B
The AI Efficiency Paradox: Why Lower Costs May Drive The Next Labor Boom
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
The AI Efficiency Paradox: Why Lower Costs May Drive The Next Labor Boom
As AI becomes cheaper and more capable, I believe it will weave itself into the fabric of every job description.
AI in Penetration Testing: Will Claude and Co. Actually Replace Cybersecurity Teams?
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
AI in Penetration Testing: Will Claude and Co. Actually Replace Cybersecurity Teams?
Let’s be honest. When most people hear “AI is changing cybersecurity,” their eyes glaze over faster than a Windows XP machine trying to… Continue reading on Med
How AI Is Reshaping Smart Manufacturing in 2026
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
How AI Is Reshaping Smart Manufacturing in 2026
The industry has come a long way with innovation in steam-powered, automated, and connected machinery. In 2026, we will see another… Continue reading on Medium
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
ChatGPT vs Custom AI Agents: Which Solution Is Better for Businesses in 2026?
Artificial intelligence is becoming a core part of modern business operations. Continue reading on Medium »
How I Resurrected a Dead Library and Accidentally Built a Surveillance Tool
Medium · JavaScript 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
How I Resurrected a Dead Library and Accidentally Built a Surveillance Tool
The story of Cerbero 2.0 and what happens when you let AI push you to the edge of what’s legal Continue reading on Medium »
Lovable.dev Pricing Plans 2026: The Real Cost of Building AI Apps
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
Lovable.dev Pricing Plans 2026: The Real Cost of Building AI Apps
The prompt-to-app market has experienced an unbelievable shift. Thanks to the rise of “vibe coding” — the practice of building complete… Continue reading on Med
The GPU Empires Behind Modern AI
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
The GPU Empires Behind Modern AI
GPU Infrastructure, Semiconductor Economics, AI Supply Chains, Compute Geopolitics, Deep Learning Infrastructure Continue reading on Medium »
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
AWS Launches Lambda MicroVMs for Isolated Agent and User Code Execution
AWS launched Lambda MicroVMs, a new serverless compute primitive that runs each user session or AI agent in its own Firecracker virtual machine with hardware-le
London Tech Week 2026: from sovereign AI to AI adoption
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
London Tech Week 2026: from sovereign AI to AI adoption
London Tech Week 2026 marked a shift from discussing AI’s potential to focusing on implementation. UK leaders emphasized sovereign AI, reducing dependency on fo
No AI Agent Without Identity (Part 4): Deterministic Boundaries, Revocation, and MCP Enforcement
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
No AI Agent Without Identity (Part 4): Deterministic Boundaries, Revocation, and MCP Enforcement
Part 4 of a 5-part series on agentic AI governance. This article explains why AI agent boundaries must be enforced outside the model’s discretion through determ
Mars Agentic Pipeline
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Mars Agentic Pipeline
Building Local Agent is hard. I will briefly explain how Mars makes decision and how agent loop looks like. Continue reading on Medium »
Physical AI raised $55.8 billion in six months. The Robots are ready but your company might not be.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Physical AI raised $55.8 billion in six months. The Robots are ready but your company might not be.
H1 2026 closed with a record. NVIDIA standardized the model stack. China’s Robotera raised $200M. And the sharpest post-Automate analysis… Continue reading on M
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 21h ago
Surfacing model uncertainty builds more trust than confidence: Watching Agents by Inithouse
Most prediction tools hide their doubt. They round up probabilities, flatten nuance, and present a single confident number. We used to do… Continue reading on M
Lupin AF: How I Turned Claude Code Into an Agent Factory That Proves Itself
Medium · UX Design 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
Lupin AF: How I Turned Claude Code Into an Agent Factory That Proves Itself
How to maximize generated code quality and minimize cognitive load using a voice-driven Human-in-The-Loop UX Continue reading on Medium »
Ikigai für KI-Wissensdatenbanken
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Ikigai für KI-Wissensdatenbanken
Ein soziotechnisches Framework für operatives Wissen in agentengesteuerten Systemen Continue reading on Medium »
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
By Supat Charoensappuech, in collaboration with Google Search AI Mode (30/6/2026) Continue reading on Medium »
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Meta-Architecture of Google Search AI Cognitive Enclosure: Empirical Traces of Interface…
By Supat Charoensappuech, in collaboration with Google Search AI Mode (30/6/2026) Continue reading on Medium »
I Deleted 90% of My AI Agent’s Project Rules and It Got Better
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
I Deleted 90% of My AI Agent’s Project Rules and It Got Better
For months I kept adding rules to my coding agent. Every time it did something wrong, I wrote a new rule. Use this database by default… Continue reading on Medi
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Build your AI Agent in 3 minutes
The fastest way to build and deploy AI agents Continue reading on Medium »
Tested: Toyota bZ Vs. Tesla Model Y — Driver-Assist Tech
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Tested: Toyota bZ Vs. Tesla Model Y — Driver-Assist Tech
The refreshed 2026 Toyota bZ excels at offering the essential EV basics but lags in driver assist technology, which will become de rigueur for EVs in the coming
Your AI Agent Should Never Hold Its Own Keys
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Your AI Agent Should Never Hold Its Own Keys
Give an AI agent a capability and you have handed it a credential. The agent that reads your Stripe charges needs a Stripe key. The one… Continue reading on Med
Why Senior Engineers Are Still Crucial
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Senior Engineers Are Still Crucial
Don't clear out your engineers because a headline says AI has made them obsolete.
MCP for Beginners: How Your AI Assistant Talks to Your Computer
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
MCP for Beginners: How Your AI Assistant Talks to Your Computer
You don’t need to be a mainframe expert to understand how Claude connects to tools—here's the clearest explanation you’ll find. Continue reading on Medium »
When An AI Agent Goes Rogue, Who Takes The Blame?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
When An AI Agent Goes Rogue, Who Takes The Blame?
When an AI agent causes damage, organizations are left with a question they cannot answer: Who owns the fallout?
Why AI Naturally Centralizes Power
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why AI Naturally Centralizes Power
AI Infrastructure, Compute Economics, Platform Power, Foundation Models, The Political Economy of AI Continue reading on Medium »
Why AI Naturally Centralizes Power
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why AI Naturally Centralizes Power
AI Infrastructure, Compute Economics, Platform Power, Foundation Models, The Political Economy of AI Continue reading on Medium »
Why AI Naturally Centralizes Power
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why AI Naturally Centralizes Power
AI Infrastructure, Compute Economics, Platform Power, Foundation Models, The Political Economy of AI Continue reading on Medium »
The AI Revolution That Won’t Fire Your Data Analysts
Medium · NLP 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The AI Revolution That Won’t Fire Your Data Analysts
Photo by path digital on Unsplash Continue reading on Medium »
A Chatbot Answers Questions. An Agent Does the Work. Here’s Why That Changes Everything.
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
A Chatbot Answers Questions. An Agent Does the Work. Here’s Why That Changes Everything.
The AI news this week sounds technical. It isn’t. It’s about to change what your job looks like. Continue reading on Medium »
A practical guide to defending your agent memory from attacks.
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
A practical guide to defending your agent memory from attacks.
From prompt injection, poisoning, and silent exfiltration. Continue reading on Medium »
This is where elite athletes invest
3 startups funded by Athletico VC.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
This is where elite athletes invest 3 startups funded by Athletico VC.
3 early signals and news. Every Monday. Episode 480. Continue reading on Medium »
Medium · SEO 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
When the Buyer Is an AI: Optimizing Ecommerce for the Agent Shelf
A quiet shift is happening in how products get bought online. Continue reading on Medium »
How to Hire Android Developers for AI-Powered Mobile Applications in 2026
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Hire Android Developers for AI-Powered Mobile Applications in 2026
The mobile app industry is evolving rapidly, and artificial intelligence (AI) is now at the center of digital innovation. Continue reading on Medium »
Building an AI Workflow OS in Python: How I Stopped Writing Scripts and Started Designing…
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building an AI Workflow OS in Python: How I Stopped Writing Scripts and Started Designing…
Why Event Streams and State Machines Changed the Way I Build AI Automation Platforms. Continue reading on CodeToDeploy »
Building AI at Supercomputing scale
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building AI at Supercomputing scale
Power, Scale & Agility | SuperAI Singapore 2026 Continue reading on Medium »