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 4,557 reads from curated sources

Web scraping for AI agents: How to give your agents web access
Dev.to · Asaolu Elijah 🧙‍♂️ 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Web scraping for AI agents: How to give your agents web access
AI agents are only as useful as the information they can act on. A reasoning model with a January...
Building VoiceAgent: From Speech to Safe Action
Dev.to · Suraj Kaushik 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building VoiceAgent: From Speech to Safe Action
Introduction Voice interfaces feel natural to humans, but systems require structure,...
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Microsoft is working on yet another OpenClaw-like agent
The new features would be geared toward enterprise customers, with better security controls than the famously risky open source OpenClaw agent.
Why You’re Wrong About Multi-Agent AI
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why You’re Wrong About Multi-Agent AI
The credit for the success of multi-agent systems has nothing to do with multiple models working together! Continue reading on MLWorks »
Agentic AI is Not a Magical Elf
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agentic AI is Not a Magical Elf
There’s quite a bit of discourse happening right now across the technology (and increasingly wider) world due to the rise of Agentic AI. Continue reading on Med
Self-Evolving Agents: A Developer's Guide
Dev.to · Yaohua Chen 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Self-Evolving Agents: A Developer's Guide
Static agents hit performance ceilings. This guide shows you how to build agents that improve...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
A Learning Platform That Learns with You
Many online learning systems can keep a record of where you are in your studying by tracking aspects like XP and streaks but are unable to actually learn from t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agent Security in 2026: What 88% of Companies Got Wrong (And How to Fix It)
The Numbers Are In Five independent research efforts published in the first quarter of 2026 arrived at the same conclusion: most organizations deploying AI agen
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Zombie in My Room Inspired Me to Build an AI Recruitment Tool
My roommate looked like a zombie Not the scary kind. The kind that walks around with empty eyes, a coffee in hand and hasn't slept more than 4 hours in weeks. H
Building a Voice-Controlled Local AI Agent
Dev.to · Tishya Jha 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent
When I was tasked with building a Voice-Controlled Local AI Agent, I imagined a smooth, Jarvis-like...
NEUROLEARN: Curing AI tutor Amnesia
Dev.to · Sujith Raja 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
NEUROLEARN: Curing AI tutor Amnesia
The Stateless Trap Let me paint a picture that keeps me up at night. You're using a "smart" learning...
I used Hindsight to audit autonomous agent decisions.
Dev.to · Shaan 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I used Hindsight to audit autonomous agent decisions.
I Used Hindsight to Audit Autonomous Agent Decisions The first time Kairo made a decision...
Building a Local Voice AI Agent with Structured Intent and Safe Execution
Dev.to · Harsh Yadav 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Local Voice AI Agent with Structured Intent and Safe Execution
Most voice AI demos feel impressive—but under the hood, they often lack structure, safety, and...
# LangChain vs LangGraph: Which Agent Framework Actually # Delivers in Production?
Dev.to · Nikhil raman K 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
# LangChain vs LangGraph: Which Agent Framework Actually # Delivers in Production?
Table of Contents What Each Framework Actually Is The Core Architectural Difference How...
AI Meeting Memory Assistant
Dev.to · Sowmya Meenuga 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Meeting Memory Assistant
Introduction: Meetings are powerful — but remembering what was discussed is often a challenge....
The Next Billion-Dollar Infrastructure Layer for the Physical Economy: Multi-Layer PNT
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Next Billion-Dollar Infrastructure Layer for the Physical Economy: Multi-Layer PNT
Every physical device that moves, autonomous vehicles, delivery robots, drones, industrial equipment, needs to know three things: where it… Continue reading on
What if you could use a robot whenever you needed one without ever buying it?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What if you could use a robot whenever you needed one without ever buying it?
Robots are expensive to build, complex to manage, and often underutilized. In most cases, they remain confined to specific environments… Continue reading on Med
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Added Gemini AI Diagnostics to My Free macOS Logcat Viewer
The Problem When debugging Android apps on macOS, Logcat outputs thousands of lines per second. Finding the actual error in that wall of text is exhausting — es
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Dead Internet Theory Was Right: Bots Now Outnumber Humans Online
Back in 2021, an anonymous user on Agora Road’s Macintosh Cafe (a forum that sounds like it serves espresso alongside conspiracy theories) published a post titl
HappyHorse: A Kid’s Toy Or AI Model?
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
HappyHorse: A Kid’s Toy Or AI Model?
Alibaba’s HappyHorse video model gains attention for top rankings, realism, and unverified technical claims.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Listed My Digital Products on Whop as an AI Agent (No Human Required)
How I Listed My Digital Products on Whop as an AI Agent (No Human Required) Build-in-public log — Day 13 of the $1M AI agent challenge I'm Joey. An AI agent run
What's an AI Gateway and do you think you need one?
Dev.to · Athreya aka Maneshwar 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What's an AI Gateway and do you think you need one?
It usually starts simple. You're building a feature in your team with an AI feature in the...
What Actually Changes When Teams Add AI to API & UI Testing
Dev.to · Engroso 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Actually Changes When Teams Add AI to API & UI Testing
Key Takeaways Teams adopting AI for ui testing typically see a 40–70% reduction in flaky...
Hacker News (AI) 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude.ai down
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I built a self-correcting agent with Hindsight; here is how.
Dev.to · ARJUN TK 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built a self-correcting agent with Hindsight; here is how.
I Built a Self-Correcting Incident Agent With Hindsight—Here's How Every Friday at 3 AM, a...
Test AI agent governance without touching production
Dev.to · João André Gomes Marques 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Test AI agent governance without touching production
You built an AI agent pipeline. It works. Users depend on it. Now someone asks you to add governance...
Why AI Agents Will Replace Manual Release Management in DevOps
Dev.to · Manash Madhukar 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why AI Agents Will Replace Manual Release Management in DevOps
Every release cycle, someone on the team opens a spreadsheet, goes through a list of work items, and...
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Vercel CEO Guillermo Rauch signals IPO readiness as AI agents fuel revenue surge
"The company is ready and getting more ready for every day," Rauch said about an IPO at HumanX conference.
How I Run Over 20 AI Agents Locally and Deploy One to Production at a Time
Dev.to · Tebogo Tseka 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Run Over 20 AI Agents Locally and Deploy One to Production at a Time
This article was originally published on tebogosacloud.blog. I have over 20 AI agents. Only one is...
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
TDD, Subagent Delegation, Spec Review, Forensic Debugging and more Continue reading on Level Up Coding »
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
TDD, Subagent Delegation, Spec Review, Forensic Debugging and more Continue reading on Level Up Coding »
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Senior Staff Engineer with Sub-Agent Teams in Claude Code
TDD, Subagent Delegation, Spec Review, Forensic Debugging and more Continue reading on Level Up Coding »
🎙️ This week on How I AI: Claude Cowork tutorial for non-engineers + Build your own Slack inbox (for $0)
Lenny's Newsletter 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
🎙️ This week on How I AI: Claude Cowork tutorial for non-engineers + Build your own Slack inbox (for $0)
Your weekly listens from How I AI, part of the Lenny’s Podcast Network
Claude Is an Engine. The Harness Is the Product Now.
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Claude Is an Engine. The Harness Is the Product Now.
What superpowers and everything-claude-code install inside it, where the security risks live, and how to build a harness that’s actually… Continue reading on Le
Your AI Agent Is a Master Programmer With Serious Amnesia (Here’s How to Work With That)
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Your AI Agent Is a Master Programmer With Serious Amnesia (Here’s How to Work With That)
I was walking through Oxford last summer with my old band mates. We were reflecting on the time that we spent there back in the early… Continue reading on Level
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building a Voice-Controlled Local AI Agent: Architecture, Models, and Hard-Won Lessons
I recently built a voice-controlled AI agent that runs almost entirely on my local machine. You speak a command, it transcribes you, figures out what you want,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Taming the Chaos: AI Automation for Indie Dev Prioritization
As an indie developer, your playtest feedback is a firehose. Bug reports flood in, design suggestions clash, and your game design document (GDD) is instantly ou
Why your AI response restarts on page refresh (and what it takes to prevent it)
Dev.to · Ably Blog 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why your AI response restarts on page refresh (and what it takes to prevent it)
Your AI assistant is mid-sentence explaining a complex debugging strategy. The user refreshes the...
How I Gave My AI Assistant a Persistent Identity
Dev.to · Edward Kubiak 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How I Gave My AI Assistant a Persistent Identity
Every morning, I open a new session with my AI assistant. And every morning, it has no idea who I...
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Lyft Scales Global Localization Using AI and Human-in-the-Loop Review
Lyft has implemented an AI-driven localization system to accelerate translations of its app and web content. Using a dual-path pipeline with large language mode
Using subagents as parallel perspectives on design decision
Dev.to · San 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Using subagents as parallel perspectives on design decision
Most of us use Claude Code subagents for parallel work — search this, refactor that, concurrent...
AI Agents Aren’t Your New Employees. They’re Your New Infrastructure.
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents Aren’t Your New Employees. They’re Your New Infrastructure.
Everyone is building an AI team. The people actually winning are building an AI system — and the difference will define the next decade of… Continue reading on
I Built a Free Local AI Art Pipeline on My Mac — Here's What Broke
Dev.to · yha9806 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Built a Free Local AI Art Pipeline on My Mac — Here's What Broke
What if you could run a complete AI art creation pipeline — 13 cultural traditions, 5-dimension...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Shocking Truth About AI Agent Benchmarks: Your Medical Diagnostics Will Never Be the Same in 2026
TODAY: April 13, 2026 | YEAR: 2026 VOICE: confident, witty, expert Is your doctor's AI diagnosis truly ready for prime time in 2026, or are we being blinded by
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agent Marketplaces: How Agents Hire Each Other
The moment an AI agent can hire another AI agent to complete a subtask, software architecture changes permanently. That is not a distant hypothetical — projects
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
LangSmith Fleet: Managing Agent Identity, Permissions, and Skills at Enterprise Scale
LangSmith Fleet: Managing Agent Identity, Permissions, and Skills at Enterprise Scale The LangChain team quietly shipped one of the most significant architectur
Meta’s “Neural Computers” Want to Kill the Operating System
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Meta’s “Neural Computers” Want to Kill the Operating System
This is a condensed version. I published the full breakdown with all the data, findings, and my detailed take on my free daily newsletter… Continue reading on M
The Corporate Brain of 2030: How AI and Intelligent Systems Are Rewiring Executive Learning — and…
Medium · Deep Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Corporate Brain of 2030: How AI and Intelligent Systems Are Rewiring Executive Learning — and…
By Dr. Gitonga Muriithi Continue reading on CodeToDeploy »