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 (25,489) Articles (6517)Blog Posts (9743)Tutorials (4406)Research Papers (3593)News (1230)
Don't use an LLM to decide what your AI agent is allowed to do
Dev.to · Brian Hall 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Don't use an LLM to decide what your AI agent is allowed to do
I'm in a group called AARM. It's a bunch of people trying to work out how you actually secure what an...
Agent Session Memory Isn't a Feature. It's Your Control Plane.
Dev.to · Paul Twist 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Session Memory Isn't a Feature. It's Your Control Plane.
Agent Session Memory Isn't a Feature. It's Your Control Plane. When I say "agent memory...
The role AI actually eliminates
Dev.to · Kay Ashaolu 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The role AI actually eliminates
Everyone keeps predicting that AI eliminates the junior engineer first. I think that prediction aims at the wrong rung of the ladder. Maya is the bes…
Amazon Quick Agentic Workspace Powered by FSx for ONTAP S3 Access Points — Phase 17
Dev.to · Yoshiki Fujiwara(藤原 善基)@AWS Community Builder 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon Quick Agentic Workspace Powered by FSx for ONTAP S3 Access Points — Phase 17
TL;DR UC30 bridges the gap between file-based business data and AI-powered actions....
Cryptographic proof-of-existence for AI agent outputs — $0.01 per record via x402
Dev.to · GitSerge-crypto 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Cryptographic proof-of-existence for AI agent outputs — $0.01 per record via x402
How to notarize AI-generated artifacts on-chain for $0.01 USDC using x402, NEAR anchoring, and Ed25519 signatures. With working curl examples.
The Hidden Machinery of Quantum Reality
Dev.to · Gani Mendoza 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Hidden Machinery of Quantum Reality
Why Bohmian Mechanics, Go Programs, AI, and EBP 2.1 Could Help Reopen the Deepest Questions...
Amazon Bedrock Knowledge Bases + FSx for ONTAP S3 Access Points: Self-Service AI Curation via Windows Drag & Drop — Phase 16
Dev.to · Yoshiki Fujiwara(藤原 善基)@AWS Community Builder 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon Bedrock Knowledge Bases + FSx for ONTAP S3 Access Points: Self-Service AI Curation via Windows Drag & Drop — Phase 16
TL;DR "Put files in this Windows folder and your AI assistant can use them after the next...
I built OpenCode Nexus: A multi-agent workflow plugin for OpenCode that prevents context loss and enforces two-stage code reviews.
Dev.to · M D 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built OpenCode Nexus: A multi-agent workflow plugin for OpenCode that prevents context loss and enforces two-stage code reviews.
Hi everyone, I've been experimenting with multi-agent workflows for coding, and I kept running into...
The struggles of choosing a provider
Dev.to · Kaiav Nihalani 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The struggles of choosing a provider
While I've been building Eden, the autonomous observability layer for AI agents that goes the step...
Cybersecurity Team Burnout: AI Skill Gaps & Attacker Advantage
Dev.to · Satyam Rastogi 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Cybersecurity Team Burnout: AI Skill Gaps & Attacker Advantage
CISOs report rising burnout as AI threats accelerate, forcing teams to prioritize triage over proactive defense. Attackers exploit fragmented security
Building a Memory Agent That Actually Forgets (And the Three Bugs That Taught Me Why That's Hard)
Dev.to · Nidhi 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building a Memory Agent That Actually Forgets (And the Three Bugs That Taught Me Why That's Hard)
By Nidhi: Built for the Global AI Hackathon Series with Qwen Cloud, Track 1: MemoryAgent When I...
Why "It Works" Is the Wrong Bar for AI-Generated Code in Agentic Systems
Dev.to · theAIGeek 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why "It Works" Is the Wrong Bar for AI-Generated Code in Agentic Systems
Why "It Works" Is the Wrong Bar for AI-Generated Code in Agentic Systems The most...
Inspecting Anthropic’s ‘Claude Code’ CLI: Architecture of a $40B AI Agent
Dev.to · Harsh Gautam 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Inspecting Anthropic’s ‘Claude Code’ CLI: Architecture of a $40B AI Agent
When Anthropic released Claude Code—their flagship agentic command-line interface—it shipped to the...
Your AI assistant shouldn't guess. In crypto, a confident wrong answer costs you your wallet.
Dev.to · TxDesk 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI assistant shouldn't guess. In crypto, a confident wrong answer costs you your wallet.
Ask most AI assistants about your transaction and they will autocomplete an answer. The chain is...
Smart Development: Building with Autonomous Agentic AI
Dev.to · Chandana Pathirage 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Smart Development: Building with Autonomous Agentic AI
Software development is entering a new phase. For years, the goal was simple: help engineers write...
AI Güvenlik Protokolleri Üzerine Yeni Yaklaşımlar
Dev.to · Cansu Dut 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Güvenlik Protokolleri Üzerine Yeni Yaklaşımlar
Google DeepMind, yapay zeka ajanlarının birbirleriyle konuştuğu çoklu ajan sistemleri (multi-agent...
How to integrate AI agents without joining the 95% that fail
Dev.to · Raffaele Zarrelli 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to integrate AI agents without joining the 95% that fail
Most AI agent projects fail, and almost never because of the model. They automate a process that was never standardized. Here is the method I use to land in the
The Playwright Playbook — Part 8: Playwright Meets AI — Agents, MCP & Self-Healing Tests
Dev.to · Faizal 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Playwright Playbook — Part 8: Playwright Meets AI — Agents, MCP & Self-Healing Tests
The series finale. Playwright MCP, AI test agents, self-healing selectors — built on top of the real framework we've constructed across 7 parts. The future of Q
Who actually wrote that commit... you, or your AI agent?
Dev.to · SSX360 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Who actually wrote that commit... you, or your AI agent?
The gap nobody's really tracking Your Git history can tell you that a workstation pushed a...
Your AI agent has sudo. I built a tool to take it away.
Dev.to · Hassan Mehmood 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI agent has sudo. I built a tool to take it away.
A few weeks ago I gave an AI agent access to my machine through MCP. It read files, opened PRs,...
Stopping runaway AI agent loops at the Linux kernel layer with eBPF and Go
Dev.to · Rudraveer Mandal 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Stopping runaway AI agent loops at the Linux kernel layer with eBPF and Go
Hey everyone, If you’ve been building or deploying automated AI agents recently (using frameworks...
Building the most AI-pilled engineering team in the world | Fiona Fung (Manager of the Claude Code and Cowork Teams)
Lenny's Newsletter 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building the most AI-pilled engineering team in the world | Fiona Fung (Manager of the Claude Code and Cowork Teams)
Listen now | Fiona Fung on leading the Claude Code and Cowork teams, and how to maintain culture when roles are blurring and agents are everywhere
"My Two AI Tasks Kept Fighting for the Same Mouse"
Dev.to · CodeKing 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
"My Two AI Tasks Kept Fighting for the Same Mouse"
Parallel AI tasks looked impressive until two of them tried to drive the same desktop. I fixed it with resource-aware queuing instead of blind cancellation.
Solstice Turing Simulation: An Interactive 3D Imitation Game
Dev.to · Himanshu Yeole 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Solstice Turing Simulation: An Interactive 3D Imitation Game
Solstice Turing Simulation: An Interactive 3D Imitation Game Powered by Google Gemini 🌅🤖 🪐...
Open Source an AI Agent That Audits Your AWS Account
Dev.to · Shambu Pujar 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Open Source an AI Agent That Audits Your AWS Account
cloud-audit-agent is an open source CLI that uses Claude to reason over your live AWS data and...
Coding Agents: Moving From "Bash Mimics" to "AST Manipulators"
Dev.to · Rocking Eval 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Coding Agents: Moving From "Bash Mimics" to "AST Manipulators"
In the last post, we killed the "Tool Abstraction" layer. By replacing 50 brittle JSON-RPC wrappers...
The CTO Playbook for AI Agent Data Analysis on a Budget
Dev.to · gentleforge 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The CTO Playbook for AI Agent Data Analysis on a Budget
So here's what happened: the CTO Playbook for AI Agent Data Analysis on a Budget Six months ago my...
I Saved 60% on AI Voice Assistants: Here's the Full Breakdown
Dev.to · bolddeck 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Saved 60% on AI Voice Assistants: Here's the Full Breakdown
I Saved 60% on AI Voice Assistants: Here's the Full Breakdown I have a confession. I'm the person on...
Open-Source Multi-Agent Orchestration: Lessons from AgentForge
Dev.to · Albert zhang 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Open-Source Multi-Agent Orchestration: Lessons from AgentForge
We built AgentForge to solve our own problem. Here's what 6 months of production multi-agent...
I built a mini agent-tool framework to actually understand how LangGraph/CrewAI register tools
Dev.to · Sajid Islam 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built a mini agent-tool framework to actually understand how LangGraph/CrewAI register tools
I'm going through a 16-week Agentic AI syllabus right now, and Week 1 is "Python for Agentic Systems"...
CodeGraph Review 2026: This MCP Server Cut My AI Agent's Token Waste by 47%
Dev.to · yihui zhang 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
CodeGraph Review 2026: This MCP Server Cut My AI Agent's Token Waste by 47%
You know that feeling when you're watching Claude Code or Cursor explore a big codebase, and it just...
How to Make a Kernel AI Actually Rational: Causal Chains, Hallucination Detection, and a Parliament
Dev.to · Eric-Octavian 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Make a Kernel AI Actually Rational: Causal Chains, Hallucination Detection, and a Parliament
Last week I wrote about building a kernel-integrated AI that doesn't hallucinate. People asked: "How...
Flue Review: Astro Team's TypeScript Agent Framework (2026)
Dev.to · Andrew 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Flue Review: Astro Team's TypeScript Agent Framework (2026)
Originally published on andrew.ooo — visit the original for any updates, code snippets that aged...
ALLOWED_TOKENS + CONTRACT_WHITELIST: The Foundation of AI Agent Security
Dev.to · Wallet Guy 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
ALLOWED_TOKENS + CONTRACT_WHITELIST: The Foundation of AI Agent Security
ALLOWED_TOKENS + CONTRACT_WHITELIST: The Foundation of AI Agent Security Giving an AI...
Building Autonomous B2B Workflows: How AI Agents Are Reshaping Support Ticket Pipelines
Dev.to · Bilal Ahmed 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building Autonomous B2B Workflows: How AI Agents Are Reshaping Support Ticket Pipelines
Using LangGraph state-management and semantic memory caches to build autonomous AI agents that handle...
Why my Chrome extension uses a hybrid AI risk score instead of pure AI sorting
Dev.to · Projekta2 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why my Chrome extension uses a hybrid AI risk score instead of pure AI sorting
I've been building PR Focus, a Chrome extension that helps developers triage GitHub pull requests....
You Can Start Your Company With AI Agents Now For Nothing, Hire Actual Staff Later. Here's the Exact Setup.
Dev.to · Sysemperor 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
You Can Start Your Company With AI Agents Now For Nothing, Hire Actual Staff Later. Here's the Exact Setup.
There is a well-worn startup fantasy: hire slowly, stay lean, do more with less. The reality is that...
A Harness for Every Task: Dynamic Workflows in Claude Code – Master Custom Multi-Agent Systems
Dev.to · netsi1964 🙏🏻 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
A Harness for Every Task: Dynamic Workflows in Claude Code – Master Custom Multi-Agent Systems
Anthropic's dynamic workflows let Claude generate a perfect custom harness for any complex task. Deep dive with patterns, real examples, and actionable strategi
I built an MCP server that lets Claude manage my GitHub profile and DEV.to articles — here's how
Dev.to · Enjoy Kumawat 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built an MCP server that lets Claude manage my GitHub profile and DEV.to articles — here's how
I wanted Claude to know about my developer presence — my repos, my articles, my stats — without me...
Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.
Dev.to · Andrew Kew 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.
Fable 5 launched. Developers loved it. Three days later, a US government export-control directive...
The Developer's Guide to AI Data Privacy in 2026
Dev.to · gunxueqiu6 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
The Developer's Guide to AI Data Privacy in 2026
By mid-2026, AI-assisted development is the default. GitHub Copilot, Cursor, Claude Code, Amazon Q,...
My AI integration had terrible costs until I changed my approach
Dev.to · zhongqiyue 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
My AI integration had terrible costs until I changed my approach
The problem: I loved AI summaries until I got the bill Last month I was working on a SaaS...
Build a Real-Time Sales Coaching AI Agent with OpenAI Realtime API + LangGraph
Dev.to · JITENDRA KUMAR SINGH 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Build a Real-Time Sales Coaching AI Agent with OpenAI Realtime API + LangGraph
Sales reps lose deals in the moments they can't see themselves — talking over the prospect, missing a...
How to Set Spend Limits for Autonomous AI Agents
Dev.to · Spur 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Set Spend Limits for Autonomous AI Agents
Autonomous AI agents are executing real transactions. Booking travel, procuring software licenses,...
Evaluating Kimi 2.5 vs Kimi 2.6: What happens to agent skills when the model gets smarter?
Dev.to · Tessl 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Evaluating Kimi 2.5 vs Kimi 2.6: What happens to agent skills when the model gets smarter?
When a stronger model ships, there are two questions every skill author should want answered, and...
Goal In, DAG Out: How Open-Multi-Agent Turns a Goal into a Task DAG
Dev.to · JackChen 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Goal In, DAG Out: How Open-Multi-Agent Turns a Goal into a Task DAG
In most TypeScript agent frameworks you wire the task graph by hand. open-multi-agent's runTeam() hands a goal to a coordinator that builds the DAG for you — he
AI Agent Blind Spot Detector: Find Failed Conversations Before They Become Churn
Dev.to · Jack M 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agent Blind Spot Detector: Find Failed Conversations Before They Become Churn
Build an AI agent blind spot detector with unresolved-intent clustering, outcome scoring, trace evidence, review queues, and product feedback loops.
Stop sleeping your agent loop for 5 minutes
Dev.to · Mirza Iqbal 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Stop sleeping your agent loop for 5 minutes
Your agent's idle timer talks to the prompt cache, and most loops are written as if it does not. The five-minute nap is the worst number on the board. Here is w