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Archive/ai agents & automation

🤖 AI Agents & Automation

Autonomous AI agents, agentic workflows, tool use, computer use, and multi-agent systems.

1,416 articles

Importance:Opinionengineering patterns

My Journey From Simple LLM Calls to Fully Agent App Relay on Documentation Only

From raw LLM calls to full agent systems with langGraph and chain, here's my learning path and the patterns I collected in agentic-ai-engineering. Source: hackernoon.com

Importance:Newsindustry recognition

XMPro Named as a Sample Vendor for Agentic AI in CG category in the Gartner® Hype Cycle™ for Consumer Goods,

XMPro Named as a Sample Vendor for Agentic AI in CG category in the Gartner® Hype Cycle™ for Consumer Goods, 2026. XMPro's Agentic Operations Platform... Source: tech.einnews.com

Importance:NewsRAG

Agentic RAG: Let the Agent Search

... the first LLM application we build is a RAG app. The recipe is simple: chunk, embed, retrieve, then answer. It looks clean on paper. But once you use it... Source: towardsdatascience.com

Importance:Opinionuser experience

UX Roundup: AI Agents Change Workflows | User Expertise and Agentic AI | Controlling AI Complexity | Constraints | Meta Muse Image | Seedream 5 Pro | Image-Model Shootout | GPT 5.6 Sol

AI agents expand user tasks | Agentic AI makes expertise more valuable, not less | Users need control over the complexity of AI results | Constraints help... Source: jakobnielsenphd.substack.com

Importance:Newsbusiness adoption

The hack (almost) everyone’s using: AI agents

By Rosalyn Page. Artificial intelligence (AI) agents have quickly emerged as a must-have tool for business. In Australia, 64 per cent of finance and... Source: intheblack.cpaaustralia.com.au

Importance:Researchreliability

Elizabeth Fuentes on Halting AI Agent Hallucinations: 5 Code-Centric Methods

Elizabeth Fuentes Leone of AWS presents five code-based techniques to combat AI agent hallucinations, focusing on semantic tool selection, Graph-RAG,... Source: startuphub.ai

Importance:Newssecurity

99.9% of fixable AI vulnerabilities remain unpatched

Organizations expand AI infrastructure faster than security, leaving cloud services, agents, and packages exposed to risk. Source: helpnetsecurity.com

Importance:Newsuse cases

Claude Cowork's biggest use case is the mundane office work nobody wants to own, Anthropic says

An analysis by Anthropic shows that half of all usage of its AI agent Claude Cowork goes toward administrative business processes and text-based tasks,... Source: the-decoder.com

Importance:Launchconsumer agents

Nubia AI Agent Smartphone Will Use Apps Without You Touching

Nubia says its AI agent smartphone can book flights and shop without you touching the screen. It debuts at WAIC 2026 — but there's a trust gap to close. Source: memeburn.com

Importance:Videoimplementation

How I Use Agent Loops And Goals (Claude Code + Codex). Debt (tU4bj4kuSV)

Resources and example prompts: Community: In this video I walk through how I use agent loops, goals, and scheduled automations in Claude Code a... Source: mshale.com

Importance:Launchdevelopment tools

Cursor’s ‘Sand’ Agent Eyes Claude Cowork Market Before SpaceX Rewrites Its Roadmap

Cursor — the AI coding tool that became the most-used developer environment in enterprise software — is building something for people who don't write code. Source: techtimes.com

Importance:Newsagentic AI acquisitions

Tencent to Lead $2B Manus Buyback as Beijing Treats Agentic AI as Sovereign Asset

China agentic AI acquisition blocked: Tencent is leading a $2 billion consortium to buy Manus back from Meta after Beijing's NDRC ordered the deal reversed... Source: techtimes.com

Importance:Newsbusiness applications

Sierra's AI Agents Boost Productivity

Sierra's AI agent, Pinecone, is revolutionizing business productivity by consolidating workflows, maintaining context, and leveraging business-specific... Source: startuphub.ai

Importance:OpinionAI agent building

One Way to Build a Great AI Agent: Just Start With a Dashboard, Then Add the Agent

You can buy an AI agent to get started. There are great ones out there, and that's a perfectly fine place to begin. You can see our full AI Agent stack here... Source: saastr.com

Importance:Opinionprompt engineering

How to Use Prompt Engineering for Enterprise AI Agents

In the agentic world, prompt engineering is the process of designing the guidance, context, and guardrails that help an AI agent reach a desired outcome... Source: business.adobe.com

Importance:Newshardware for AI agents

Simular sees Korea’s hardware edge in AI agent era

Korea's next artificial intelligence opportunity might not stop at chips, smartphones or devices. It may hinge on whether those devices can become the... Source: koreaherald.com

Importance:NewsAI agent marketplaces

What Is an AI Agent Marketplace and How Agents Get Bought and Sold

What is an AI agent marketplace? It's the emerging infrastructure where autonomous AI agents get bought, sold, and hired for tasks, sometimes by other. Source: startupfortune.com

Importance:Newstechnical implementation

Build a semantic layer for agentic AI on AWS with Stardog and Amazon Bedrock AgentCore

by Navin Sharma, JP Boreddy, Raghu Prabhu, and Sahil Thapar on 10 JUL 2026 in Advanced (300), Amazon Athena, Amazon Bedrock, Amazon Bedrock AgentCore,... Source: aws.amazon.com

Importance:Opinionspecific AI tools

Hermes Agent Is The Greatest AI Tool Ever Made. Here's How To Set It Up Funerals (XdeVDtJbAp)

Hermes Agent is the best AI tool out there. Here is your COMPLETE tutorial.FULL Hermes Agent bootcamp in the Vibe Coding Academy coming up: 2nd You... Source: mshale.com

Importance:Newsenterprise efficiency

Southeast Asian enterprises cut vendor onboarding from 5 days to 4 hours with agentic AI

A Southeast Asian logistics firm reduced vendor onboarding from 5 days to under 4 hours using multi-agent AI. Here's the operational blueprint. Source: marketscale.com