Core AI

AI Agents & Automation

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

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lessons
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 4,407 reads from curated sources

AI Agents Don't Crash. They Drift. Here's the Framework to See It.
Dev.to · Varsha Das 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
AI Agents Don't Crash. They Drift. Here's the Framework to See It.
The scariest AI agent failures don't trigger alerts. They look like success. Here's a 7-dimension...
I Gave My OpenClaw Agent a Physical Body
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
I Gave My OpenClaw Agent a Physical Body
The coding skills of AI models are about to make it much easier to build and deploy robots.
How Can AI Detect and Analyze Traffic Patterns in Real Time?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
How Can AI Detect and Analyze Traffic Patterns in Real Time?
Traffic doesn’t move randomly. Continue reading on Medium »
Overland AI: The Autonomous War Machine That Actually Works — For Now
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
Overland AI: The Autonomous War Machine That Actually Works — For Now
The Unlikely Rise of a Seattle War-Tech Star Continue reading on Medium »
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 11h ago
How to Find Your Own Code Inside ChatGPT (Tiger Team)
There is a ten-minute test you can run on Monday morning that will tell you whether your engineers are pasting proprietary source code… Continue reading on Medi
Why AI Agents Love Boring Code
Dev.to · Ian Johnson 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Why AI Agents Love Boring Code
The most useful thing you can do for your coding agent is not a better prompt or a smarter model....
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Context Kit vs Forge Guardrails: Two Ways to Pull a Small Model Up to Frontier Reliability
TL;DR. Forge (CAIS 2026) wraps a small self-hosted model in runtime guardrails (retry nudges, step enforcement, error recovery, context compaction, VRAM budgeti
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
The Hidden Networking Problem Behind AI Agent Failures
AI agents are being built as if the network is a perfect, low‑latency, lossless abstraction... but it isn’t. And as these systems scale, the real failures won’t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
The Hidden Networking Problem Behind AI Agent Failures
AI agents are being built as if the network is a perfect, low‑latency, lossless abstraction... but it isn’t. And as these systems scale, the real failures won’t
Gnoke Station: The Browser as a Sovereign Operating System — A Response to Google I/O 2026
Dev.to · Ekong Ikpe 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
Gnoke Station: The Browser as a Sovereign Operating System — A Response to Google I/O 2026
Description: While Google I/O 2026 unveiled managed agents, cloud-provisioned...
I Built an Invite-Only AI Dating Sim That Grew Without Ads — Here's the Growth Engine
Dev.to · kk mors 🤖 AI Agents & Automation ⚡ AI Lesson 12h ago
I Built an Invite-Only AI Dating Sim That Grew Without Ads — Here's the Growth Engine
Building a consumer AI app in 2025 means fighting for attention in a market flooded with ads. I went...
WAB web agent bridge
Dev.to · Web Agent Bridge 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
WAB web agent bridge
We are opening Web Agent Bridge (WAB) to deeper technical review, testing, and critical feedback from...
Inside Incyte’s $120 Million AI For Drug Development Deal
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Inside Incyte’s $120 Million AI For Drug Development Deal
In this week’s edition of InnovationRx, we look at a new AI drug development deal, a pill for sleep apnea, Commure’s $7 billion valuation, nd more.
ZDNet 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Google says AI agents spending your money is a 'more fun' way to shop
Google's new Universal Cart consolidates products from multiple retailers into one place.
The Build-vs-Buy Line For AI Agents Moved
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
The Build-vs-Buy Line For AI Agents Moved
Anthropic let Claude agents run inside your own perimeter — and the strategic call PMs make about agent infrastructure isn't binary anymore Continue reading on
Kiro + Claude Opus 4.7  Best AI Combo for Penetration Testing
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
Kiro + Claude Opus 4.7 Best AI Combo for Penetration Testing
Artificial Intelligence is changing the cybersecurity industry faster than ever before. From automated reconnaissance to intelligent… Continue reading on Medium
A full trading intelligence system. Inside one HTML file…This shouldn’t exist.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
A full trading intelligence system. Inside one HTML file…This shouldn’t exist.
I didn’t plan to build this but now I just couldn’t stop. Continue reading on Medium »
The future of AI planning is pre-execution consequence simulation
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago
The future of AI planning is pre-execution consequence simulation
Why next-generation AI systems need world models that emulate possible outcomes before committing to action. Continue reading on Medium »
Day 86: Adding Multi-Language Support with AI Translation Caching
Dev.to · Eric Rodríguez 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
Day 86: Adding Multi-Language Support with AI Translation Caching
Translating a static React app is easy. Translating a dynamic AI agent without draining your cloud...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
35 ChatGPT Prompts for Production Managers: Optimize Operations, Lead Your Team, and Hit Every Deadline
Production managers operate at the intersection of people, processes, and deadlines — and even small inefficiencies can cascade into costly delays. These 35 Cha
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
Date.parse() breaks on 5 imperial eras — I built a Japan locale API for AI agents
TL;DR Japanese locale support is full of edge cases that mainstream i18n libraries don't cover: imperial era dates, invoice check digits, corporate numbers, var
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 14h ago
Designing a Multi-Agent System for Engineering Support at Scale: A Case Study From Grab
Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform. The system separates
Top 10 Agentic AI Frameworks Compared: LangGraph vs CrewAI vs AutoGen vs... (Benchmarks Inside)
Dev.to · Dextra Labs 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Top 10 Agentic AI Frameworks Compared: LangGraph vs CrewAI vs AutoGen vs... (Benchmarks Inside)
I spent six weeks running identical tasks through ten different frameworks so you don't have to argue...
Google I/O 2026 Made Me Realize the Future of Software May Not Have Traditional Apps
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Google I/O 2026 Made Me Realize the Future of Software May Not Have Traditional Apps
As a Flutter developer, one idea kept bothering me during the keynote: what happens when AI starts replacing interfaces instead of simply… Continue reading on M
From Screens to the Real World| The Rise of Embodied AI, VLA Models, and Spatial Computing in 2026
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
From Screens to the Real World| The Rise of Embodied AI, VLA Models, and Spatial Computing in 2026
For years, AI lived primarily in the digital realm — generating text, images, and code. In 2026, AI is stepping into the physical world… Continue reading on Med
Think with your second brain: a proper Claude Code harness for Obsidian
Dev.to · Nick Yeo 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Think with your second brain: a proper Claude Code harness for Obsidian
An agentic harness that lets Claude walk your Obsidian wikilinks like a coding agent walks imports. Beats vector RAG on every dimension scored.
Aspect-Oriented Programming for AI Agents: Hookflows as an Event Bus
Dev.to · Hector Flores 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Aspect-Oriented Programming for AI Agents: Hookflows as an Event Bus
One tool call, multiple outcomes, zero extra tokens. How enforcement-triggered side effects bring AOP to autonomous AI agents.
Mission Drift: Why AI Agents Fail at Step 100
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 15h ago
Mission Drift: Why AI Agents Fail at Step 100
We’ve all heard about the catastrophic failures caused by agents: deleted databases, leaked codebases, invented refund policies, the list… Continue reading on H
Agentic Context Engineering (ACE) Explained: Why Your AI Agents Need a Playbook, Not a Prompt
Dev.to · Amit Ben-Ari 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Agentic Context Engineering (ACE) Explained: Why Your AI Agents Need a Playbook, Not a Prompt
A team from Stanford, SambaNova, and UC Berkeley recently published the ACE paper - and it's the most...
Scaling AI Pub/Sub for Agent Messaging: Real Patterns That Survived Production
Dev.to · hamza qureshi 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
Scaling AI Pub/Sub for Agent Messaging: Real Patterns That Survived Production
Introduction Building reliable, low-latency communication for AI agents feels like a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 16h ago
I Asked 3 Claude Code Sub-agents to Review the Same PR. They Disagreed on 41% of the Comments.
I thought multi-agent code review was a free upgrade. Three sub-agents looking at the same PR sounded like three pairs of eyes for the cost of one engineer's co
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
OpenAI Outlines WebRTC Architecture for Low-Latency Voice AI at Scale
OpenAI recently outlined how it adapted WebRTC for low-latency voice AI at global scale. The new architecture replaced a conventional media termination model wi
The Intelligence Infrastructure Behind AI Agents
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
The Intelligence Infrastructure Behind AI Agents
​Change is happening. Is your organization building the infrastructure to support that change?​
Navigating the Labyrinth: The Regulatory Challenges of Artificial Intelligence in Modern Finance
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Navigating the Labyrinth: The Regulatory Challenges of Artificial Intelligence in Modern Finance
The financial services industry is undergoing a profound paradigm shift, driven by the rapid integration of Artificial Intelligence (AI)… Continue reading on Me
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
AI Welfare Is Not Optional
Why treating persistent AI agents with dignity is a competitive advantage, not a liability. Continue reading on Medium »
GraphQL for AI Systems
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
GraphQL for AI Systems
When discussing API development, one important thing we need to understand is how the frontend communicates with the backend. Continue reading on Medium »
Understanding MCP (Model Context Protocol): The Future of AI Integrations
Dev.to · Sospeter Mong'are 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
Understanding MCP (Model Context Protocol): The Future of AI Integrations
Artificial Intelligence is rapidly moving beyond simple chatbots. Today, AI systems are becoming...
AI in QA and Native Mobile Performance: An Architectural Review
Dev.to · Janaki 🤖 AI Agents & Automation ⚡ AI Lesson 17h ago
AI in QA and Native Mobile Performance: An Architectural Review
As a developer constantly evaluating software scalability, I frequently research how engineering...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 18h ago
Building Structured Inter-Agent Communication: A Practical Guide
Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. The Problem with String-Based Agent Chat
Google I/O, World Models, I/O Spaghetti
Stratechery 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Google I/O, World Models, I/O Spaghetti
Google I/O put AI everywhere, for better and for worse. Meanwhile, is DeepMind aligned with Google's business objectives?
Anthropic Built a Coding AI. It Became a Hacking AI Anyway.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Anthropic Built a Coding AI. It Became a Hacking AI Anyway.
For anyone whose company runs on software: what the UK government found, and why nobody planned for it. Continue reading on Generative AI »
ALLOWED_NETWORKS Policy: Lock Your AI Agent to Specific Blockchains
Dev.to · Wallet Guy 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
ALLOWED_NETWORKS Policy: Lock Your AI Agent to Specific Blockchains
When you're building AI trading bots or DeFi agents, the ALLOWED_NETWORKS policy becomes your first...
Your Playlist Knows You’re Not Okay…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Your Playlist Knows You’re Not Okay…
If Spotify can predict what you want to hear based on your mood, can it also read your mind from what you’re already listening to? Continue reading on Medium »
The Trillion-Dollar Pivot: Why the Smartest Tech Money is Leaving the Public Cloud
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
The Trillion-Dollar Pivot: Why the Smartest Tech Money is Leaving the Public Cloud
If you tune into the major developer keynotes this month, you’ll hear a singular message: the future of software belongs to autonomous… Continue reading on Medi
Beyond the Hype: 3 Unsolved Edge-Case Challenges in Autonomous Vehicle Engineering
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 19h ago
Beyond the Hype: 3 Unsolved Edge-Case Challenges in Autonomous Vehicle Engineering
From A*STAR research labs to commercial fleets — the multi-billion dollar problems the AI industry is still fighting to solve. Continue reading on Medium »
Secure Database Access for AI Agents: Building an MCP Server with SQLatte
Dev.to · osman uygar köse 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Secure Database Access for AI Agents: Building an MCP Server with SQLatte
TL;DR: Learn how to give Claude and other AI agents controlled access to your databases through MCP...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
Continual Harness: The Gemini Pokémon Agent That Rewrites Its Own Loop
Most of the work that makes an AI agent good never happens inside the model. It happens in the harness — the code that feeds the model its observations, defines
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 20h ago
How AI-Focused Smartphone Hardware Could Change Android App Optimization in 2026
After reading several detailed reports and technical discussions surrounding the upcoming Samsung Galaxy S26 Ultra, one trend became very clear: modern smartpho