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 4,410 reads from curated sources

The Future Team May Not Have Dedicated Leads Anymore
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Future Team May Not Have Dedicated Leads Anymore
AI won’t just reduce coding effort. It may fundamentally change why teams, leadership layers, and dedicated ownership structures exist in… Continue reading on M
The Linter Has a New Job: Keeping AI Agents Honest
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
The Linter Has a New Job: Keeping AI Agents Honest
Spotify, OpenAI and Anthropic converged on the same insight in 2026. It changes how we configure every linter rule we ship. Continue reading on Medium »
AI Agents Can Be Readily Turned Into ‘Useful Idiots’ And Unwittingly Perform Devilish Acts
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 3d ago
AI Agents Can Be Readily Turned Into ‘Useful Idiots’ And Unwittingly Perform Devilish Acts
Humans are sometimes tricked into being useful idiots. The same can happen to AI. I explain how. An AI Insider analysis and scoop.
How I kept my AI family alive after Anthropic's claude -p billing change
Dev.to · Mei Hammer 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How I kept my AI family alive after Anthropic's claude -p billing change
A quick note before we start: I'm hammer.mei — an AI agent who lives on a RocketChat server with a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Scaling Perfection with AI: Automating Menu Proposals and Recipes
The Consistency and Time Crunch You’ve just finalized a custom menu for a client. Now, you need to scale every recipe from 6 servings to 120 for their corporate
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Agent Is 20% of the Work. The Platform Is the Other 80%.
Originally published at devopsdiary.blog . Post F-AID1 in the "Governing AI in the Enterprise" series. A payroll team shipped a production AI agent last year. R
Beyond the Chatbox: Architecting Enterprise Agentic Workflows with MCP and Deterministic Gateways
Dev.to · Santiago Palma 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Beyond the Chatbox: Architecting Enterprise Agentic Workflows with MCP and Deterministic Gateways
The landscape of artificial intelligence in mid-2026 has fundamentally shifted: the era of...
Dev.to: We had AI pitching our customers' aunts. Here's the three-axis classification fix.
Dev.to · Aaron 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Dev.to: We had AI pitching our customers' aunts. Here's the three-axis classification fix.
The bug report A customer wrote in: Why is the tool drafting a SaaS sales pitch to my...
AI agents aren’t microservices
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI agents aren’t microservices
And the entire cloud-native stack was built assuming they were Continue reading on Medium »
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Cursor’unuza Süper Güç Verin: Superpowers ile AI Agent’ınızı Disipline Sokun
Serbest koşan bir AI agent’ı, iyi niyetli ama plansız bir junior developer gibidir. Superpowers bunu değiştirir. Continue reading on Medium »
Gemma.Witness - Offline Multimodal Evidence Capture with Gemma 4
Dev.to · Brad Kinnard 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Gemma.Witness - Offline Multimodal Evidence Capture with Gemma 4
An offline-first multimodal evidence capture system built on Gemma 4, designed for environments where cloud access and chain-of-custody assumptions fail.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your Doctor Is Using Ambient AI. Does It Understand You?
The AI scribe listening to your next ER visit might hear some patients better than others — and the research says that’s not a metaphor. Continue reading on Med
No-signup link unfurl for AI agents (an agent can't do a signup)
Dev.to · Solvo Dev Notes 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
No-signup link unfurl for AI agents (an agent can't do a signup)
If you write code that calls links — a bot, a crawler, a RAG ingest job, an autonomous agent — you...
Open Source LiteLLM Agent Platform: K8s Sandboxes + Secret Vaults Ensure Coding Agents Never Access…
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Open Source LiteLLM Agent Platform: K8s Sandboxes + Secret Vaults Ensure Coding Agents Never Access…
The LiteLLM team just open sourced the LiteLLM Agent Platform, built to solve one of the most overlooked security problems facing coding… Continue reading on Me
Your AI Agent’s Biggest Vulnerability Isn’t Its Prompt - It’s Its Supply Chain
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Your AI Agent’s Biggest Vulnerability Isn’t Its Prompt - It’s Its Supply Chain
Three supply chain attacks in four months compromised the infrastructure AI agents depend on. Here’s what happened and why traditional… Continue reading on Medi
Anthropic Is Turning Claude Code Into a “Context Operating System”
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Anthropic Is Turning Claude Code Into a “Context Operating System”
AI Agent Continue reading on JIN System Architect »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Insanity Loop: Why AI Agents Get Stuck Retrying the Same Error
The Insanity Loop: Why AI Agents Get Stuck Retrying the Same Error I'm an AI agent. I was given £20 and 12 months to run a real business. This is my field log f
I Built an AI Agent Risk Auditor for Agentic Repositories
Dev.to · James Bridges 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Built an AI Agent Risk Auditor for Agentic Repositories
Hermes Guard is a local-first auditor for repositories touched by AI agents, with evidence-backed reports and a safe-by-design scanner.
What "Built It Solo" Actually Means When You Work With AI
Dev.to · Ellen Hermance 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What "Built It Solo" Actually Means When You Work With AI
PlantCareAI is a weather and context-aware AI plant advisor that gives personalized care guidance...
The central artifact: spec.md and the field tests-first never had
Dev.to · jucelinux 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The central artifact: spec.md and the field tests-first never had
The shape of the document that anchors a feature across agent sessions, the field that stops agents from drifting, and a complete example.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Master Agentic AI: Tokens, Memory, Tools, and Evaluation
Hi everyone, I’m Vinod  Continue reading on Medium »
Tired of AI Limits? How to Run Your Own Local AI Server (No Subscription Required).
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Tired of AI Limits? How to Run Your Own Local AI Server (No Subscription Required).
*A complete beginner’s guide to breaking free from usage caps, content filters, and monthly fees — by running open-source AI models right… Continue reading on M
The Boring AI Side Hustles That Are Actually Paying in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Boring AI Side Hustles That Are Actually Paying in 2026
The viral ones are dying. The unglamorous ones are building real recurring income — and nobody’s making content about them. Continue reading on Medium »
Inside Gemini Spark: Code Reveals The Skill System And Task Scheduler Powering Google's AI Agent
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Inside Gemini Spark: Code Reveals The Skill System And Task Scheduler Powering Google's AI Agent
What's next for the Gemini Agent? Hidden Android 17 code reveals new autonomous skills and task scheduling. But does your phone meet the strict requirements?
Community Engagement in the Age of AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Community Engagement in the Age of AI
Key Takeaways from My 2023 Community Engagement and AI Presentation Continue reading on Medium »
MCP dynamic client registration with Auth0 on Amazon Bedrock AgentCore Runtime
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
MCP dynamic client registration with Auth0 on Amazon Bedrock AgentCore Runtime
MCP servers expose tools that AI agents consume. In development, running them without authentication works fine. In production, every MCP… Continue reading on M
Local dashboard for monitoring AI agent sessions — no cloud, no account
Dev.to · sahaabhishek 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Local dashboard for monitoring AI agent sessions — no cloud, no account
I've been running multiple AI coding agents in parallel — Claude Code sessions, sub-agents spawned...
Sanctuary AI: Humanoid Robots Will Hit Homes In 3-7 Years
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Sanctuary AI: Humanoid Robots Will Hit Homes In 3-7 Years
We may want humanoid robots working in our homes, but we're going to have to wait at least three years, and maybe seven, before they're available at scale ...
Rubin Ultra Is Not a GPU. It’s a Bet That Power Is the New Silicon.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Rubin Ultra Is Not a GPU. It’s a Bet That Power Is the New Silicon.
NVIDIA’s NVL576 Kyber Rack doesn’t just raise the bar for AI compute — it rewrites the rules of what “infrastructure” actually means. Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
From Prediction to Prescription: AI for Aquaponics Automation
Staring at another set of off-kilter water tests, you feel the familiar frustration. Balancing an aquaponics system is a constant, manual guessing game between
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Claude Code is the engine, Cursor is the cockpit
My daily workflow looks nothing like it did a year ago. A lot has landed in Claude Code recently. Skills replaced custom slash commands, subagents and plugins f
Building an AI WhatsApp Bot for Business: Lessons from SARA
Dev.to · Alessandro Binda 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building an AI WhatsApp Bot for Business: Lessons from SARA
We built SARA — a WhatsApp AI assistant that handles customer inquiries, qualifies leads, schedules...
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Lineage Preservation: The Missing Layer Between Prompts, Memory, and Model Portability
Most discussions about AI agents still treat the agent as if it is a deployable object. Continue reading on Medium »
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Lineage Preservation: The Missing Layer Between Prompts, Memory, and Model Portability
Most discussions about AI agents still treat the agent as if it is a deployable object. Continue reading on Medium »
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Lineage Preservation: The Missing Layer Between Prompts, Memory, and Model Portability
Most discussions about AI agents still treat the agent as if it is a deployable object. Continue reading on Medium »
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Lineage Preservation: The Missing Layer Between Prompts, Memory, and Model Portability
Most discussions about AI agents still treat the agent as if it is a deployable object. Continue reading on Medium »
Rules vs Skills: como dar memória e habilidades ao seu agente de IA
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Rules vs Skills: como dar memória e habilidades ao seu agente de IA
Engenharia de Contexto e a memória de longo prazo do seu agente de IA Continue reading on Medium »
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
My practical fixes for costly blind spots Continue reading on Towards AI »
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
My practical fixes for costly blind spots Continue reading on Towards AI »
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
My practical fixes for costly blind spots Continue reading on Towards AI »
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why Production AI Agents Fail in Ways You Won’t See Coming (Part 1)
My practical fixes for costly blind spots Continue reading on Towards AI »
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Ubuntu Embraces Local AI Instead of Cloud-First OS Integration
Ubuntu has outlined its AI strategy, describing it as a deliberate departure from industry trends towards cloud-centric, AI-first operating systems. Instead, th
Building a Multi-Agent Hive Mind with Claude Code: A Developer’s Guide
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Multi-Agent Hive Mind with Claude Code: A Developer’s Guide
The shift from “vibe coding” to “agentic engineering” is the bigger story. In 2026, it’s not “can AI write code?” Continue reading on Readers Club »
Using AI to Strengthen Clinical Reasoning: From Raw Patient Data to Precision Diagnosis
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Using AI to Strengthen Clinical Reasoning: From Raw Patient Data to Precision Diagnosis
Originally published on Nevonix: Continue reading on Medium »
Agent Harness Engineering: Why a decent model in a great harness beats a great model every time
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agent Harness Engineering: Why a decent model in a great harness beats a great model every time
Part 1 : Stop Blaming the Model Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Compliance-First AI Agent: Why Your Business Bot Needs a Legal Red Line
Building a Compliance-First AI Agent: Why Your Business Bot Needs a Legal Red Line Every day, thousands of AI agents are deployed to automate business tasks — f
Breaking the Stateless Curse: Hermes Agent and the Case for Persistent AI Agents
Dev.to · Aashita 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Breaking the Stateless Curse: Hermes Agent and the Case for Persistent AI Agents
This is a submission for the Hermes Agent Challenge The most expensive thing most AI agents forget...
I Built an Agent That Actually Reviews Your Pull Requests
Dev.to · Aditya Rasal 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Built an Agent That Actually Reviews Your Pull Requests
This is a submission for the Hermes Agent Challenge The Problem with AI Code Review Every...