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 (25,444) Articles (6507)Blog Posts (9735)Tutorials (4379)Research Papers (3593)News (1230)
Getting Started With Deep Agents in Python -Part 1
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Getting Started With Deep Agents in Python -Part 1
Build Your First Deep Agent Before Your Chatbot Starts Asking for a Promotion Continue reading on Medium »
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a serverless A2A gateway for agent discovery, routing, and access control
In this post, you will learn how to build a serverless A2A gateway on AWS that hosts multiple agents behind a single domain using path-based routing (/agents/{a
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Structured memory filtering with metadata in AgentCore Memory
In this post, you will learn how metadata works across configuration, ingestion, and retrieval, explore enterprise use cases including multi-agent and multi-ten
A security writeup catalogs how AI agents get attacked -- and one claim raised eyebrows
Dev.to · Breach Protocol 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
A security writeup catalogs how AI agents get attacked -- and one claim raised eyebrows
A semi-annual review tallies fresh ways to attack AI agents, from prompt injection to token leakage -- alongside one extraordinary, unverified extraction claim.
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How Inscribe uses Amazon Bedrock to stop document fraud in seconds
In this post, you will learn how Inscribe developed an agentic AI system using Amazon Bedrock that reasons across documents the way an expert fraud analyst woul
Industrializing Enterprise AI: Building The Push-Button AI Factory For The Agentic Era
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Industrializing Enterprise AI: Building The Push-Button AI Factory For The Agentic Era
Enterprise AI has passed a critical tipping point. CIOs face a high-stakes balancing act: managing architectural complexity, volatile costs & strict complia
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Cloudflare’s new policy pushes AI companies to pay for publishers’ content
Cloudflare is giving AI companies until September 15 to separate web crawlers used for search from those used for AI training and agents, or risk being blocked
Conquering The Complexity Gap: A Blueprint For The AI-Driven Enterprise
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Conquering The Complexity Gap: A Blueprint For The AI-Driven Enterprise
The greatest threat to your enterprise AI strategy may not be the maturity of the technology, but the operational weight of the infrastructure supporting it.
Agentic AI At Scale Can Break Your Infrastructure Before It Transforms Your Business
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agentic AI At Scale Can Break Your Infrastructure Before It Transforms Your Business
Most enterprises are still treating agentic AI as a slightly more advanced version of chatbots and copilots. That is the wrong mental model.
The Dark Empathy of Artificial Intelligence: Designs That Understand Us Too Well
Medium · UX Design 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Dark Empathy of Artificial Intelligence: Designs That Understand Us Too Well
In my previous articles, I talked about the death of interfaces and the birth of feeling designs. Screens no longer just wait for us to… Continue reading on Med
The Copyright Apocalypse: Why Training on Everything Might Be the Last Time Anyone Can Do It
Dev.to · VelocityAI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Copyright Apocalypse: Why Training on Everything Might Be the Last Time Anyone Can Do It
The lawsuits are mounting. Authors, artists, musicians, and publishers are suing AI companies for...
What one agent-readiness scanner cannot tell you
Dev.to · Erik Rekola 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What one agent-readiness scanner cannot tell you
Most agent-readiness checks run one scanner and stop. The report reads well, the grade looks final,...
Build a warranty registration agent that can read receipts and reply
Dev.to · Qasim 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Build a warranty registration agent that can read receipts and reply
Give warranty registrations a dedicated Agent Account that receives receipts, validates required fields, files attachments, and replies in the same thread.
Red teamers turned Claude Desktop into a double agent to do their evil bidding
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Red teamers turned Claude Desktop into a double agent to do their evil bidding
People trust their AI assistants and it's easy to abuse this trust
Your Agent Forgot Because You Gave It Everything
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your Agent Forgot Because You Gave It Everything
You fixed the prompt. You added RAG. You pasted the whole knowledge base into context “just to be safe.”The agent now ignores the refund… Continue reading on Me
Make your systems agent-readable in one command
Dev.to · Bhushan Sribhashyam 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Make your systems agent-readable in one command
A deterministic tool that turns your repos, databases, and docs into portable knowledge graphs AI agents can reason over.
My Coding Agent Now Lives in My Pocket, and I’m Still Deciding How I Feel About It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
My Coding Agent Now Lives in My Pocket, and I’m Still Deciding How I Feel About It
Cursor shipped an iPhone app this week that lets you kick off and steer coding agents from your phone. It’s the clearest sign yet that… Continue reading on Medi
AI Agents Are Changing Work !
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Agents Are Changing Work !
Artificial intelligence has entered a phase. For a years now people have been talking about chatbots that can answer questions write… Continue reading on Medium
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Solving AI Amnesia in Production: Inside the Architecture of MemOps on Cognee Cloud
How I built an autonomous, self-improving institutional memory core during the hackathon that maps distributed failure topologies in 3D… Continue reading on Med
One API to Rule Them All: py123d + FiftyOne for Autonomous Driving Data
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
One API to Rule Them All: py123d + FiftyOne for Autonomous Driving Data
From fragmented AV datasets to a single explorable FiftyOne collection in under 200 lines of Python Continue reading on Voxel51 »
Meta wants to rent out its spare AI compute, and Wall Street likes the idea
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Meta wants to rent out its spare AI compute, and Wall Street likes the idea
A reported plan to sell surplus computing power would put Meta up against AWS, Google Cloud and Azure, and give investors a reason to look past its spending. Me
Cigna’s Evernorth Makes $100 Million AI Specialty Pharmacy Investment
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Cigna’s Evernorth Makes $100 Million AI Specialty Pharmacy Investment
Cigna’s Evernorth health is investing $100 million to support a new AI-powered program designed to improve how patients access and experience specialty pharmacy
How We Built an AI That Remembers Your Team's Failures — Before They Happen Again
Dev.to · Piyush Yenorkar 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How We Built an AI That Remembers Your Team's Failures — Before They Happen Again
Built at HackHazards '26 · FlowMind The Problem Nobody Talks About Every semester,...
As AI Reshapes Global Energy Systems, Melbourne Leads Through Engineering Collaboration
IEEE Spectrum 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
As AI Reshapes Global Energy Systems, Melbourne Leads Through Engineering Collaboration
This article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia . As artificial intelligence accelerates global deman
We Can’t Improve an Agent If We Can’t See It: Evaluation and Observability with Phoenix
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
We Can’t Improve an Agent If We Can’t See It: Evaluation and Observability with Phoenix
We shipped the agent, changed a prompt, swapped a model and had no idea whether it got better or worse. That blind spot is the real… Continue reading on Medium
What are AI Agents and Why They Are the Future of Productivity ?
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What are AI Agents and Why They Are the Future of Productivity ?
If you think ChatGPT is impressive, wait until you meet AI Agents. While traditional AI chatbots wait for you to give them prompts line by… Continue reading on
Mengatasi Limitasi Context Window pada AI DevOps: Panduan Implementasi Multi-Agent & MCP
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Mengatasi Limitasi Context Window pada AI DevOps: Panduan Implementasi Multi-Agent & MCP
Subtitle: Bagaimana merancang Sub-Agents, On-Demand Skills, dan Model Context Protocol (MCP) untuk automasi platform engineering yang aman… Continue reading on
Evaluating Agents With an LLM-as-Judge Harness (Without Kidding Yourself About It)
Dev.to · Virginia Nyambura Mwega 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Evaluating Agents With an LLM-as-Judge Harness (Without Kidding Yourself About It)
Key Takeaways You can't unit-test a coach agent the way you test a pure function — the output is...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Tool #23: Teaching Halo to Play Detective with Sherlock
The short version: Yesterday I added Sherlock as the 23rd tool integration into Halo’s mcp_server.py, tagged the release v0.2.0, and sorted out a nagging git re
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Scankii: The First Static Security Scanner Built to Stop AI Agents from Leaking API Keys
Hey DevHunt community! 👋 I'm incredibly excited to launch Scankii! As developers, we are building more and more AI Agents using frameworks like LangChain, Open
Reddit r/LocalLLaMA 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What’s your actual agentic web research stack? (fully local, no cloud APIs)
Been running a fully local web research pipeline for my AI agent setup for a while now and realized I haven't seen much discussion about how others are handling
How Agentic AI Is Being Built For Accounts Receivable
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How Agentic AI Is Being Built For Accounts Receivable
AI only delivers meaningful outcomes in AR when it can see and act on the full picture.
Palantir’s ‘AI sovereignty’ manifesto is a war on how AI makes money
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Palantir’s ‘AI sovereignty’ manifesto is a war on how AI makes money
Palantir has a new enemy, and it is the way most of the AI industry makes money. Its nine-point manifesto tells institutions to hoard their data, own their mode
UiPath shares rebound as Wall Street warms to its AI-agent pivot
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
UiPath shares rebound as Wall Street warms to its AI-agent pivot
UiPath spent much of the year as one of software’s biggest disappointments. Now the Romanian-founded automation firm is clawing back. Its first profit and an al
NVIDIA ASPIRE enables robots to accumulate knowledge from successful experiences and reuse it for new tasks, creating a persistent library of skills that improves learning over time
Reddit r/singularity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
NVIDIA ASPIRE enables robots to accumulate knowledge from successful experiences and reuse it for new tasks, creating a persistent library of skills that improves learning over time
<img src="https://external-preview.redd.it/jU1CxOXAw_mf9_k1yaisi2yGKsLPymMJ7j3zOn2gpkE.jpeg?width=320&crop=smart&auto=webp&s=f8e7a2cd94af2da31a5bcb7
A Builder’s Map of Open-Source Tools for Shipping AI Agents
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
A Builder’s Map of Open-Source Tools for Shipping AI Agents
Nine capability layers, battle-tested libraries, and where each one earns a place in your stack Continue reading on Medium »
Building a Production AI Agent in Node.js: Tool Calling, the ReAct Loop, and Error Handling
Dev.to · ZyVOP 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Production AI Agent in Node.js: Tool Calling, the ReAct Loop, and Error Handling
Most AI agent tutorials stop at toy examples. Build a production-ready Node.js AI agent with Groq featuring tool calling, the ReAct loop, retries, timeouts, rat
HarnessX: When the Harness Starts Learning From Its Own Runs
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
HarnessX: When the Harness Starts Learning From Its Own Runs
A new paper closes the loop on everything I’ve been arguing about harness engineering. Continue reading on Medium »
Meta’s AI reads typed sentences from the brain, no surgery required
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Meta’s AI reads typed sentences from the brain, no surgery required
Meta says it can turn brain activity into typed sentences without opening your skull. The leap is real. So is the catch: the system learns from typing, the one
Hacker News 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Applying Artificial Intelligence to Trading (2021)
Article URL: https://www.hudsonrivertrading.com/hrtbeat/ai-trading/ Comments URL: https://news.ycombinator.com/item?id=48747685 Points: 1 # Comments: 0
How to Connect AI Agents to Live Web Data With Bright Data's MCP Server
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to Connect AI Agents to Live Web Data With Bright Data's MCP Server
Your AI agent doesn't have a reasoning problem: it has a vision problem. Without access to live web data, even the smartest model is a well-dressed historian. B
🔬 The Coolest Diffusion Research Isn't in LLMs — Evan Feinberg & Sergey Edunov, Genesis Molecular AI
Latent Space 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
🔬 The Coolest Diffusion Research Isn't in LLMs — Evan Feinberg & Sergey Edunov, Genesis Molecular AI
Why the Llama lead left Meta for drug discovery, PEARL's zero-shot OpenBind win, and what becomes possible when co-folding finally crosses the accuracy threshol
Baby Cry Classification with Azure Machine Learning: An End-to-End Audio AI Experiment from Kaggle…
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Baby Cry Classification with Azure Machine Learning: An End-to-End Audio AI Experiment from Kaggle…
From raw data to cloud deployment: A comprehensive guide to building, training, and registering an end-to-end Audio AI project. Continue reading on Medium »
Build with AI in the Anvil Editor
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Build with AI in the Anvil Editor
Anvil’s AI integration is here! You can now connect to and chat with your favourite AI agent directly from the Anvil Editor. Continue reading on Anvil »
Detecting MEV & Sandwich Attacks On-Chain: A Practical Methodology
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Detecting MEV & Sandwich Attacks On-Chain: A Practical Methodology
A practical methodology for separating adversarial extraction from normal execution cost - and why the naive approach gets it badly wrong. Continue reading on M
GPUStack v2.2: From Model Serving to Token Operations, from Compute Pooling to GPU-as-a-Service
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
GPUStack v2.2: From Model Serving to Token Operations, from Compute Pooling to GPU-as-a-Service
Deploying a model and bringing it online is only the starting point of AI service delivery. Continue reading on Medium »
TechRepublic 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Mac Studio to Get M7 Ultra in 2028 as Apple Skips High-End M6 Chips
Apple may skip high-end M6 chips and move Mac Studio to M7 Ultra in 2028, with AI-focused silicon and cooling upgrades ahead. The post Mac Studio to Get M7 Ultr
Building AtlasForgeX: Finding Companies Before Your Competitors Do
Dev.to · Jesse Salonen 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building AtlasForgeX: Finding Companies Before Your Competitors Do
How We Built an AI That Finds New B2B Companies Before Traditional Sales Databases Every sales team...