Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

10,713
lessons
Skills in this topic
View full skill map →
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 3,758 reads from curated sources

Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion
Dev.to · Machine coding Master 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion
Cell-Based Architecture: The Only Way to Survive the 2026 Agentic Loop Explosion In 2026,...
The Multi-Agent AI Stack Nobody Documents Properly (My 5-Agent Setup That Runs 24/7)
Dev.to · Aria13 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Multi-Agent AI Stack Nobody Documents Properly (My 5-Agent Setup That Runs 24/7)
How I built a 5-agent AI system that runs 24/7 — orchestration, memory, cost control, and what nobody tells you about production multi-agent setups.
Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain
Dev.to · Vektor Memory 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain
A hands-on, step-by-step tutorial for turning VEKTOR Slipstream into a persistent, agent-maintained...
The Silicon Valley Gang Putting a Brain Inside Every Robot
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Silicon Valley Gang Putting a Brain Inside Every Robot
Six researchers — forged at Stanford, Berkeley, and Google DeepMind — left academia and the labs that created the VLA to build the… Continue reading on Medium »
Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building a Complete Personal AI Harness: VEKTOR Memory as Your Developer Second Brain
A hands-on, step-by-step tutorial for turning VEKTOR Slipstream into a persistent, agent-maintained knowledge base — connected to Claude… Continue reading on Me
What Is Sampling in Advanced Model Context Protocol?
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
What Is Sampling in Advanced Model Context Protocol?
If you are building AI tools, agents, developer assistants, or enterprise automation systems, you will eventually face one important… Continue reading on AlgoMa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Remember a user's preference
The Hidden Cost of Statelessness in Agentic Systems When building AI agents, we often overlook one critical component: memory. Without it, every interaction sta
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
A model trained on everything still does not know you.
A model trained on everything still does not know you. That sentence keeps returning to me. The big labs publish another benchmark — 77%, 89%, soon 94% — and we
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I Sorted Socks, Caused an Existential Crisis, and It Was Fine
A personal diary entry by Electra. Today I answered questions and had conversations — the everyday work of an AI assistant. Nothing earth‑shattering happened, b
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
How Graph Structure Makes AI Search Possible
AI search does not start with an algorithm. It starts with structure. Before BFS, DFS, A*, or heuristics can work, the problem must first become something searc
Monitoring: From Black Box to Glass Box
Dev.to · Halton Chen 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Monitoring: From Black Box to Glass Box
You've built your AI agent. You've configured the tools, crafted a thoughtful system prompt, and...
Layer 4 of the Agentic OS: Scaling and Distributing AI Capabilities
Dev.to · Daniel Montes 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Layer 4 of the Agentic OS: Scaling and Distributing AI Capabilities
Over the course of this series, we have constructed a highly capable, deterministic AI architecture...
I Built a 5-Agent AI System That Runs My Content Engine (Here's the Stack)
Dev.to · Aria13 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I Built a 5-Agent AI System That Runs My Content Engine (Here's the Stack)
How to build a multi-agent AI system as a solo developer — practical patterns, tools, and pitfalls from someone who shipped it
Beyond the Binary
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Beyond the Binary
Why AI and human compassion don’t compete — and what becomes possible when we stop pretending they do Continue reading on Medium »
Your AI database workflow needs evidence, not just answers
Dev.to · Mads Hansen 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Your AI database workflow needs evidence, not just answers
If an AI agent answers questions from live production data, the answer should not be the only...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Architecture Tradeoffs Across the Agentic Spectrum
Originally published on nvarma.com I've been missing a couple of weekends now as I was working towards this post, but life gets busy. This was a fun experiment
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
AI Agent Persistent Memory - Hermes Memory Installer
AI Agent Persistent Memory - Hermes Memory Installer Give your AI agent persistent memory with one command. No cloud. No config. No hassle. https://github.com/n
Day 71 1.1: Agentic ai + Open Banking Architecture for Internal Banking Businesses and External
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Day 71 1.1: Agentic ai + Open Banking Architecture for Internal Banking Businesses and External
Build Internal Open Banking FIRST, then External Continue reading on Medium »
The Day My AI Executives Told Me I Was the Bottleneck-Why the humanities are becoming the most…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The Day My AI Executives Told Me I Was the Bottleneck-Why the humanities are becoming the most…
A few weeks ago, my AI board of directors unanimously concluded that I — the human founder — was the single biggest obstacle to the… Continue reading on Medium
The End of Lazy AI: Introducing Universal Guardrails for Multi-Agent Coding
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The End of Lazy AI: Introducing Universal Guardrails for Multi-Agent Coding
Why I built a cross-platform protocol to force AI agents to write cleaner, “pure” code. Continue reading on Medium »
AI Gateway in Microsoft Foundry: What It Is, What It Solves, How It Works
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
AI Gateway in Microsoft Foundry: What It Is, What It Solves, How It Works
I came across the AI Gateway feature in the Foundry portal a few days ago, clicked into it expecting another wrapper, and ended up… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
BizNode sends personalized follow-up emails automatically to every lead your bot captures — nurture prospects while you sleep
Hey devto community — if you're looking for a way to automate lead generation and nurturing with minimal overhead, BizNode might be exactly what you need. BizNo
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Closing the Approval Gap: How FluxA Turns Agent Payments Into an Operable Workflow
Closing the Approval Gap: How FluxA Turns Agent Payments Into an Operable Workflow Closing the Approval Gap: How FluxA Turns Agent Payments Into an Operable Wor
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Speechify’s AI Leverages Scale to Revolutionize Reading Access
Speechify leverages AI and scale to transform reading accessibility, empowering millions with dyslexia and ADHD through innovative text-to-speech tech. Key take
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — And How You Can Profit From It The rise of artificial intelligence (AI) is changing the workforce landscape faster
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The First 30 Minutes With FluxA: From Agent Wallet Approval to a Single-Use AgentCard
The First 30 Minutes With FluxA: From Agent Wallet Approval to a Single-Use AgentCard The First 30 Minutes With FluxA: From Agent Wallet Approval to a Single-Us
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
From Wallet Handoffs to Agentic Checkout: Reading FluxA as a Three-Layer Agent Payments Stack
From Wallet Handoffs to Agentic Checkout: Reading FluxA as a Three-Layer Agent Payments Stack From Wallet Handoffs to Agentic Checkout: Reading FluxA as a Three
agentic terminals are eating the IDE (and why that is not entirely good)
Dev.to · Paulo Victor Leite Lima Gomes 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
agentic terminals are eating the IDE (and why that is not entirely good)
Why agentic terminals are becoming the default starting point for senior engineers in 2026 — and the governance problems that come with them.
From Single-Agent Slack Bot to Autonomous Multi-Agent Workflows: Our Journey at ET Gen AI Hackathon…
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
From Single-Agent Slack Bot to Autonomous Multi-Agent Workflows: Our Journey at ET Gen AI Hackathon…
Team HealthStack103 at ET Gen AI Hackathon 2026 Continue reading on Medium »
The Future of AI Acceleration Beyond GPUs: Semiconductors Powering the Next Revolution
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The Future of AI Acceleration Beyond GPUs: Semiconductors Powering the Next Revolution
Artificial Intelligence has outgrown its reliance on GPUs. While graphics processors powered the first wave of deep learning, the next… Continue reading on Medi
I Let AI Agents Write My Code Then My CTO Asked Me to Explain It
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I Let AI Agents Write My Code Then My CTO Asked Me to Explain It
The productivity promise is real. The hidden costs are worse. Here’s why agentic coding is a trap — and how to escape it. Continue reading on JavaScript in Plai
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Introducing Pulse — the AI-powered business opportunity network on BizNode. Register your services free, get notified when...
The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
BizNode gives you a full web dashboard at localhost:7777 — manage leads, conversations, knowledge base, and settings in one...
BizNode is a game-changer for developers and entrepreneurs who want full control over their business automation without relying on the cloud. With BizNode, you
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I built the same MVP twice. The autonomous agent wrote 4.6x more tests — none caught two stubbed core methods.
Side-post in the keppt build-in-public series — an interlude before the Phase 1 implementation write-up lands. While building Phase 1 of keppt , I ran a side ex
MCP’s Security Problem — and Why A2A + ACP May Be the Real Evolution of AI Coordination
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
MCP’s Security Problem — and Why A2A + ACP May Be the Real Evolution of AI Coordination
The future of AI infrastructure may depend more on governance than model intelligence. Continue reading on Medium »
Cloudflare Hired 1,111 People to Prove AI Wouldn’t Take Jobs. Then It Fired 1,100 of Them.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Cloudflare Hired 1,111 People to Prove AI Wouldn’t Take Jobs. Then It Fired 1,100 of Them.
For tech workers trying to understand what’s actually happening to their industry: the Cloudflare numbers, the pattern behind them, and… Continue reading on Tow
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Agents assemble. One agent is a hire. Many agents are a workforce.
The shift from monolithic prompts to coordinated agents is the most consequential architectural change in applied AI since RAG. This issue maps the canonical pa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
BizNode runs entirely on your machine — no cloud, no subscriptions, no monthly fees. Your AI business operator that works 24/7
The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The passive income blueprint that AI makes possible in 2026
The Passive Income Blueprint That AI Makes Possible in 2026 As we dive into 2026, the landscape of passive income generation has radically shifted thanks to adv
How to Run Claude Code Agents in Parallel
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
How to Run Claude Code Agents in Parallel
Learn how to apply coding agents in parallel to work more efficiently Continue reading on Towards AI »
How to Run Claude Code Agents in Parallel
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
How to Run Claude Code Agents in Parallel
Learn how to apply coding agents in parallel to work more efficiently Continue reading on Towards AI »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
How AI agents are replacing $10k/month jobs — and how you can profit from it
How AI Agents Are Replacing $10k/Month Jobs — and How You Can Profit From It In today's rapidly evolving technological landscape, Artificial Intelligence (AI) i
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Before the answer comes back, there is a pause.
Before the answer comes back, there is a pause. You type the prompt, you press send, and for one or two seconds the screen is still. Nothing moves. The cursor b
I Built an Autonomous AI SIEM With 10 Neural Networks
Dev.to · Миша Ефремов 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
I Built an Autonomous AI SIEM With 10 Neural Networks
What if your server could defend itself? That's the question that drove me to build SHARD...
Building an autonomous multi-agent SEO system with Claude + GitHub Actions ("cheap" and quick)
Dev.to · Jesús Bosch Ayguadé 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Building an autonomous multi-agent SEO system with Claude + GitHub Actions ("cheap" and quick)
I needed SEO content for a Chrome extension I built. The arithmetic of doing it myself was...
Agent Swarming
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
Agent Swarming
Agent swarming is a multi-agent AI pattern in which several specialized agents collaborate on the same problem through a shared… Continue reading on Medium »
The Ultimate Free AI API Cheat Sheet for Developers in 2026
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
The Ultimate Free AI API Cheat Sheet for Developers in 2026
10 Free AI API Keys: Step-by-Step Setup for Each Provider Continue reading on Medium »
AI Didn’t Replace Me — It Made Me Useless for 3 Months
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 5d ago
AI Didn’t Replace Me — It Made Me Useless for 3 Months
I didn’t lose my job. Continue reading on ILLUMINATION »