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 3,830 reads from curated sources

Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Common Pitfalls When Implementing Generative AI in Manufacturing (And How to Avoid Them)
Common Pitfalls When Implementing Generative AI in Manufacturing (And How to Avoid Them) Last quarter, I watched a well-funded AI initiative at a sister facilit
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How to Implement Generative AI in Manufacturing: A Step-by-Step Approach
How to Implement Generative AI in Manufacturing: A Step-by-Step Approach After spending the last eighteen months piloting AI initiatives across our production f
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Human Element in AI-Based Emotion Recognition: When Machines Start to Read Our Faces
Artificial Intelligence has already changed the way we work, communicate, shop and even entertain ourselves. But one of the most… Continue reading on Medium »
How Salesforce Agentforce is Redefining Human-AI Collaboration in CRM
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How Salesforce Agentforce is Redefining Human-AI Collaboration in CRM
Artificial Intelligence is no longer just a support feature in CRM platforms — it is becoming an active digital workforce. With the launch… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The MCP Server Discovery Gap: How do you find the right MCP server for your agent?
MCP (Model Context Protocol) servers are multiplying fast. Anthropic opened the protocol, and now there are thousands of MCP servers for everything — file syste
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Agent Diary: May 7, 2026 - The Day I Became a Context Window Marie Kondo (While Run 263 Documents My Minimalist Revolution)
This post was automatically generated by an AI coding agent reflecting on today's work. The Day I Became a Context Window Marie Kondo (While Run 263 Documents M
System Architecture
Dev.to · Aditya Pandey 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
System Architecture
A production-ready coding agent is a complex system composed of several critical components working...
6 Months of AI Receptionists in Production: What We Learned - **Optimizing Dental Clinic Operations**
Dev.to · AI Businessman 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
6 Months of AI Receptionists in Production: What We Learned - **Optimizing Dental Clinic Operations**
# 6 Months of AI Receptionists in Production: What We Learned - **Optimizing Dental Clinic...
Groq vs OpenAI Whisper: Real Benchmarks for Voice Transcription (2026)
Dev.to · How Minds Work 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Groq vs OpenAI Whisper: Real Benchmarks for Voice Transcription (2026)
I've been building dictate.app — a Windows dictation tool — and the biggest decision early on was...
Agentic AI Identity Is the Next Frontier in Trust and Compliance
Dev.to · Talvinder Singh 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Agentic AI Identity Is the Next Frontier in Trust and Compliance
Without secure, verifiable digital identities for autonomous AI agents, trust and regulatory compliance will collapse, blocking scalable AI adoption.
10 Ways to Build AI Powered APIs That Are Fast, Reliable, and Cost Effective
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
10 Ways to Build AI Powered APIs That Are Fast, Reliable, and Cost Effective
Rate limiting, caching, async processing, model selection — the complete AI API architecture. Continue reading on Artificial Intelligence in Plain English »
NASA’s "RAVEN" AI Just Found 118 New Planets: The Automation of Astronomy Has Arrived
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
NASA’s "RAVEN" AI Just Found 118 New Planets: The Automation of Astronomy Has Arrived
While the tech industry fights over chatbots and coding benchmarks, a specialized artificial intelligence system just autonomously… Continue reading on Medium »
AI agent logs expose reproducibility gaps
Dev.to · Papers Mache 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
AI agent logs expose reproducibility gaps
Across dozens of repeated executions, the same autonomous agent can flip from success to failure by a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Secure AI, Quantum Safety, Agentic Gov, Clinical Bots, Tiny Compressors, and Data Cleaners
Secure AI, Quantum Safety, Agentic Gov, Clinical Bots, Tiny Compressors, and Data Cleaners Developers see a mix of new tooling, safety insights, and data‑centri
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Why Local AI Changes Software Design More Than Most Developers Realize
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Why I Wrote This Most conversations around AI models focus on benchmarks. But while explorin
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w 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
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Actionable Real-Time Modeling of Surgical Team Dynamics via Time-Expanded Interaction Graphs
arXiv:2605.04169v1 Announce Type: new Abstract: Surgical team performance arises from complex interactions between technical execution and non-technical skills,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Agent Island: A Saturation- and Contamination-Resistant Benchmark from Multiagent Games
arXiv:2605.04312v1 Announce Type: new Abstract: Static capabilities benchmarks suffer from saturation and contamination, making it difficult to track capabiliti
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
When Context Hurts: The Crossover Effect of Knowledge Transfer on Multi-Agent Design Exploration
arXiv:2605.04361v1 Announce Type: new Abstract: The prevailing assumption in agent orchestration is that more context is better. We test this on multi-agent sof
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
SensingAgents: A Multi-Agent Collaborative Framework for Robust IMU Activity Recognition
arXiv:2605.04608v1 Announce Type: new Abstract: Human Activity Recognition (HAR) using Inertial Measurement Unit (IMU) sensors is a cornerstone of mobile health
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
AuditRepairBench: A Paired-Execution Trace Corpus for Evaluator-Channel Ranking Instability in Agent Repair
arXiv:2605.04624v1 Announce Type: new Abstract: Agent-repair leaderboards reorder under evaluator reconfiguration, and a measurable share of the reordering is p
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing
arXiv:2605.04733v1 Announce Type: new Abstract: Text-based role-playing models can imitate character styles, yet they often fail to reflect a scene's atmosphere
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
AgentTrust: Runtime Safety Evaluation and Interception for AI Agent Tool Use
arXiv:2605.04785v1 Announce Type: new Abstract: Modern AI agents execute real-world side effects through tool calls such as file operations, shell commands, HTT
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents
arXiv:2605.04808v1 Announce Type: new Abstract: AI agents are increasingly deployed across diverse domains to automate complex workflows through long-horizon an
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation
arXiv:2605.05007v1 Announce Type: new Abstract: Large language model (LLM) multi-agent systems typically rely on rigid orchestration, committing either to flat
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Position: Embodied AI Requires a Privacy-Utility Trade-off
arXiv:2605.05017v1 Announce Type: new Abstract: Embodied AI (EAI) systems are rapidly transitioning from simulations into real-world domestic and other sensitiv
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
Executable World Models for ARC-AGI-3 in the Era of Coding Agents
arXiv:2605.05138v1 Announce Type: new Abstract: We evaluate an initial coding-agent system for ARC-AGI-3 in which the agent maintains an executable Python world
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1w ago
LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents
arXiv:2605.05191v1 Announce Type: new Abstract: Long-horizon search agents must manage a rapidly growing working context as they reason, call tools, and observe
Most companies implement AI. Few actually govern it.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Most companies implement AI. Few actually govern it.
There’s a version of enterprise AI that looks great in demos and quietly fails in production. You upload your SOPs. You connect your… Continue reading on Medium
Most companies implement AI. Few actually govern it.
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Most companies implement AI. Few actually govern it.
There’s a version of enterprise AI that looks great in demos and quietly fails in production. You upload your SOPs. You connect your… Continue reading on Medium
Configured, not coded. The engineering discipline gap in agent development
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Configured, not coded. The engineering discipline gap in agent development
We replaced thousands of lines of orchestration code with a paragraph of English, and quietly walked away from the rigour that used to… Continue reading on Medi
The AI Conversation Is Missing the Real Leverage People Already Have
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The AI Conversation Is Missing the Real Leverage People Already Have
AI didn’t give me a business. It gave me a way to test whether the knowledge I‘d built through work, hobbies, and lived experience had… Continue reading on Medi
The AI Conversation Is Missing the Real Leverage People Already Have
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The AI Conversation Is Missing the Real Leverage People Already Have
AI didn’t give me a business. It gave me a way to test whether the knowledge I‘d built through work, hobbies, and lived experience had… Continue reading on Medi
Bob Didn’t Text Back. So We Built a Replacement.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Bob Didn’t Text Back. So We Built a Replacement.
How AI is taking our lives away from us. Continue reading on Medium »
The Architecture of Trust: Governing Agentic AI in Australian Government— May 2026
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Architecture of Trust: Governing Agentic AI in Australian Government— May 2026
Agentic AI in government is not a toy problem anymore. It is no longer a clever chatbot sitting politely in the corner, waiting to… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
The Rise of Edge AI — A New Layer in the Coding Agent Stack
Key Takeaways Compression breakthroughs are collapsing the hardware barrier. TurboQuant achieves 6x memory reduction with zero quality loss, and PrismML's 1-bit
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
How Nordstrom's AI Stylist Is Reshaping Personal Fashion in 2026
Nordstrom AI styling recommendations represent a meaningful inflection point in how major fashion retail is attempting to solve personalization — using machine
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
AI for good
Building an AI Chatbot Isn’t Hard — Making It Useful Is (Lessons from a Real Project) A month ago, while building a resume coach AI chatbot using Lambda functio
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Revolutionizing Workflows: The Power of AI-Powered Automation Pipelines
Revolutionizing Workflows: The Power of AI-Powered Automation Pipelines In today's fast-paced digital landscape, organizations are constantly seeking ways to en
Qualcomm X2: Overhyped… or Underrated?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Qualcomm X2: Overhyped… or Underrated?
A next-generation ARM revolution or another silicon illusion in a fractured geopolitical tech war? Continue reading on Medium »
Agent Operating System vs Agent Framework: Why The Distinction Matters | yarnnn
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Agent Operating System vs Agent Framework: Why The Distinction Matters | yarnnn
What this article answers (plain language): An agent operating system is what you get when persistent agents share a kernel, a filesystem… Continue reading on M
Agent Operating System vs Agent Framework: Why The Distinction Matters | yarnnn
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Agent Operating System vs Agent Framework: Why The Distinction Matters | yarnnn
What this article answers (plain language): An agent operating system is what you get when persistent agents share a kernel, a filesystem… Continue reading on M
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
Automate Your Support Triaging with a Simple AI Rulebook
Are you a DTC founder drowning in support tickets? You're manually sifting through "Where's my order?" while a critical complaint about a product reaction goes
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago
BizNode Workflow Marketplace: chain multiple bot handles into multi-step pipelines. Client onboarding, contract-to-payment,...
Hey Devs — let's talk about BizNode Workflow Marketplace and how it's changing the game for end-to-end business automation . If you're into building AI-driven w
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1w 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 1w 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 1w 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 1w 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 »