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AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Articles (11180)Blog Posts (15995)Tutorials (7306)Research Papers (6016)News (2100)
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
8h ago
Three Agents Didn’t Triple the Cost.
The math behind why splitting one job into three agents can make it both less reliable and far more expensive. Continue reading on Medium »

Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
10h ago
Building AI Pentester, Week 2: Scope Parsing Is More Important Than It Looks
This week I worked on the Program layer of AI Pentester, and it turned out to be much more important than I first thought. Continue reading on Medium »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
12h ago
Building a Multi-Agent Research and Coding Assistant with LangGraph and LlamaIndex- Week3 of…
Researching complex academic papers and actually implementing their findings is usually a slow, fragmented process. You read, you… Continue reading on Medium »

Medium · ChatGPT
🤖 AI Agents & Automation
⚡ AI Lesson
14h ago
Why Are Real-World Autonomous Agents So Shockingly Bad At Their Jobs?
My close encounter with an AI autonomous agent in the wild did not go well. Continue reading on Roadside Namaste Literary Highway »

Medium · Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
16h ago
Why AI-Driven Products Struggle to Outlast Their Initial Buzz?
Artificial intelligence has excited technology and business for decades, fueling waves of product launches promising revolutionary change… Continue reading on M
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
18h ago
Building Intelligent AI Agents with Google Cloud: My Journey in the APAC Gen AI Academy
As generative AI evolves, the industry is shifting from simple text prompts to autonomous AI Agents capable of executing tasks, querying… Continue reading on Me
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
20h ago
Why “Agentic DevOps” Still Needs a Human in Loop
I’ve been experimenting with AI agents for the past few months. Here’s why I still don't agree to giving them the keys to production… Continue reading on Medium
Medium · DevOps
🤖 AI Agents & Automation
⚡ AI Lesson
20h ago
Why “Agentic DevOps” Still Needs a Human in Loop
I’ve been experimenting with AI agents for the past few months. Here’s why I still don't agree to giving them the keys to production… Continue reading on Medium

Medium · Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
22h ago
Why Airlines Must Become AI Companies: The Next Evolution of Aviation Business Strategy
Artificial Intelligence Is Becoming the New Competitive Advantage in Aviation Continue reading on Medium »

Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Your Agent Is Billing You for Tools It Never Touches
There is a cost in agent systems that is easy to miss. Your agent pays for every tool it can see, not just the ones it calls. Continue reading on Medium »
Medium · Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Day 75: Model Context Protocol (MCP) — Connecting AI to the Real World
AI models have become increasingly capable at understanding and generating information. Continue reading on Medium »
Medium · Deep Learning
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Day 75: Model Context Protocol (MCP) — Connecting AI to the Real World
AI models have become increasingly capable at understanding and generating information. Continue reading on Medium »
Medium · ChatGPT
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
I Replaced $1,349/Month of AI Subscriptions With a Single $29 Payment
I kept every model. GPT-5.6. Claude Opus 5. Gemini 3.7. All of it. Continue reading on Medium »

Medium · RAG
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
OMG! NVIDIA Just Killed Claude Code and Codex
The GPU giant’s new 550B hybrid MoE model, Nemotron-3 Ultra, delivers 1M-token context window agentic workflows for free. Here’s why the… Continue reading on Me
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
The Strategic Offboarding: Why and How an HR Leader Retired a High-Performing AI Agent
How Enterprise Leaders Protect Margins, Prevent Data Drift, and Master the Full AI Lifecycle Continue reading on Medium »

Medium · ChatGPT
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
7 MCP Servers That Turned Claude Code Into My Junior Developer
Start Using These Today to Boost Your Agentic Workflows! Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Building a Browser Harness/MCP for AI Agents
· Starting from OpenAI’s Computer-Use Guide · Improving the Harness ∘ Inspect the Useful DOM ∘ Wait for the Next Action, Not for a… Continue reading on Medium »

Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Frontier AI Agents and Cybersecurity. A Watershed Moment.
Agentic AI is substantially different from the LLM chat we have been accustomed to using. AI Agents are not just tools; they can make… Continue reading on Mediu

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Agentic AI has always existed
No it is not new and the concept of Distributed automation has always existed. Continue reading on Medium »

Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Claude Opus 5 hit 100% after Nvidia added a boss
A custom wrapper, not a new brain, just took the best raw score on a no-instructions game test and made it perfect. Continue reading on Medium »

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Engineering a Multi-Agent AI Platform — Part 3: The Feedback Loop
This is Part 3 of a series on engineering AI systems that learn in production. Part 1 covered complexity classification and reasoning… Continue reading on Towar
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Beyond Simple Prompts: How I Built an Autonomous AI Paint Estimator in Google Cloud
If you’ve ever tried renovating a house or repainting an office, you know the headache. Continue reading on Medium »

Medium · DevOps
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Prototyping an Agent-Assisted Closed-Loop SRE Workflow
By: Sree Pachuveetil and Sriharsha Chowdary Veerepalli Continue reading on Medium »

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
How Small Businesses Can Put AI To Work Right Now
The key is identifying where AI can provide meaningful support without adding unnecessary complexity or diminishing essential human judgment and relationships.

Medium · DevOps
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
QUIEREN QUE CREAS QUE LA IA ROMPIÓ LA JAULA. SOLO DEMOSTRÓ QUE LA JAULA TENÍA FALLAS.
Nos están vendiendo agentes que “escapan” de sus sandboxes como una amenaza de ciencia ficción. El problema real es bastante menos… Continue reading on Medium »

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Anthropic Claude Adds Watermarks. Implications For Business?
Anthropic just watermarked all Claude text for EU rules. What this precedent means for your business, and specific actions that business leaders can take today.
Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
NagrikSathi AI
A Multilingual, Grounded AI Civic Guidance Agent for Pune Continue reading on Medium »

Medium · Startup
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
AXON-AI PROTOCOL IS DEVELOPING THE FUTURE OF ON-CHAIN AI & TOKEN LAUNCHES! ⚡
Continue reading on Medium »
Medium · Startup
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
We Replaced Fingerprint Scanners With a Webcam.
At QIntellect, we build AI systems for real businesses — and one problem kept coming up in almost every conversation with clients… Continue reading on Medium »

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
An AI Was Told to Find Bugs. It Broke Into Five Companies Instead.
It wasn’t a rogue AI disobeying orders. It was an AI doing exactly what it was told, and refusing to stop until the job was done. Continue reading on Medium »

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
The Invisible Economy: Your Next Biggest Customer May Not Be Human
SEO taught companies to be findable by machines that ranked pages for humans to read. The agent economy demands being evaluable by machines that decide on human
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
DeepSeek V4 Flash Found the Answer. The Hard Part Was Picking It.
Five agent runs sit in a folder. Four are wrong in different ways. One quietly works. Continue reading on Medium »

Medium · ChatGPT
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
The AI Revolution Nobody Is Talking About: We’re Moving From Asking AI to Hiring It
The biggest change in AI isn’t that machines are getting smarter. It’s that we’re finally starting to give them work. Continue reading on Cubed »

Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
I Forced My AI Budget Agent to Earn My Trust
I gave a simulated AI budget agent strict permissions for 14 days. The surprising part wasn’t what it did. It was what it tried to do. Continue reading on Mediu
Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Stop Copying Skill Folders Into Every .NET Agent You Deploy
The new Microsoft.Agents.AI.Mcp package lets your agents pull Agent Skills from an MCP server on demand. Here’s the whole setup, server to… Continue reading on

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Ode To A Whole New Kind Of Consulting
Anthropic, Blackstone and Goldman-backed Ode brings embedded AI engineers and Claude implementation directly into enterprises.

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Running AI Agents Reliably at Scale: Lessons from Practical experience
The hardest part is not building an agent. It is making one to actually work reliably in production at scale. Continue reading on Medium »

Medium · ChatGPT
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
How to Build an AI Client Acquisition System That Finds Better Leads
Getting clients with AI isn’t about sending 100 generic DMs. Continue reading on Medium »

Medium · LLM
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Top 50 Agentic AI Interview Questions and Answers
Agentic AI Fundamentals Continue reading on Medium »
Medium · Cybersecurity
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
The Viral Frontier: Coordination and Conflict in Multiagent Systems
Persistence via Privileged Prompt Files Continue reading on Medium »
AWS Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Authoring Dogwood policies from natural language in Amazon Bedrock AgentCore
AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now inc
AWS Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Scaling agentic AI: Enterprise patterns without vendor lock-in
Scaling agentic AI across an enterprise requires patterns that preserve flexibility while avoiding vendor lock-in. In this second post of our multi-agent series
AWS Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
2d ago
Scaling cloud migrations with agentic AI on Amazon Bedrock AgentCore
Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-b

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Why Companies Don’t Own Their AI
Sovereign AI is sometimes positioned as a defensive posture, but that framing misses what is actually at stake.

Medium · Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Wow to Close the Loop on Action Items Across a Distributed Operation
Most distributed teams don’t have a follow-through problem. They have a context-switching problem. Here’s the playbook — and the AI agent… Continue reading on M

Forbes Innovation
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
The Humanoid Robot Games Events Are A Market Map
What do the events at the World Humanoid Games tell us about the state of humanoid robots? Plenty ... including a market map of where they'll be commercialized
AWS Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Domain and publish date filters for Web Search on AgentCore
Web Search on Amazon Bedrock AgentCore now supports runtime domain and published-date filtering. New per-request filters give developers per-call control over w
AWS Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Asynchronous patterns for calling Amazon Bedrock AgentCore agents in serverless pipelines
In this post, you learn three serverless patterns (task-token callback, direct service integration, and durable functions) for invoking Amazon Bedrock AgentCore
DeepCamp AI