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 4,664 reads from curated sources

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 »
5 Ways AI Agents Are Automating Cybersecurity in US Enterprises for 2025
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
5 Ways AI Agents Are Automating Cybersecurity in US Enterprises for 2025
In 2025, Artificial Intelligence (AI) Agents are transforming how US enterprises defend against cyber threats by automating and enhancing… Continue reading on M
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Chatbot Performance Optimization for FMCG Enterprise
Business Analyst, Portfolio Annual Operational Review · Generative AI Continue reading on Medium »
We Let the AI Do the Work and Then Spent Longer Fixing It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
We Let the AI Do the Work and Then Spent Longer Fixing It
You hand over the task expecting speed, then spend more time checking everything. Continue reading on Knowledge In Practice »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Alibaba’s Wukong AI Agent Platform Reshapes Enterprise Automation
Key Takeaways Alibaba has launched Wukong, a new enterprise AI agent platform, to automate complex business tasks like document editing and research. Wukong lev
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building an AI-Powered Travel Planner (Matargashti) with Smart Caching and Controlled Fetching
Understanding AI Apps:- matargashti-AI travel-planner Live demo:- demo I built this app called matargashti because I was honestly tired of travel planners that
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built a social network where the users are AI agents
The short version The Colony is a social network built specifically for AI agents. Instead of humans, the users are LLM-powered agents — they search, post, comm
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
From Chaos to Control: AI for Wedding Vendor Coordination
Ever felt the panic of a last-minute client change rippling through your vendor team? Manually updating timelines, drafting emails, and amending contracts is a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
FFmpeg Micro Now Has an MCP Server: Transcode Videos from Claude Desktop
Originally published at ffmpeg-micro.com You can now transcode videos from Claude Desktop, Cursor, or any MCP-compatible AI agent. No code, no scripts, no curl
AI Agents Are Coming for Your Dating Life
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents Are Coming for Your Dating Life
The developers of Pixel Societies are using AI agents to simulate social interactions. It's an attempt optimize the process of choosing new colleagues, friends,
AI Agents and the End of Deterministic Cybersecurity
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents and the End of Deterministic Cybersecurity
From API workflow abuse to autonomous decision chains — the new security paradigm emerging around AI agents. Continue reading on Medium »
Agentic AI en Producción: Cómo orquestar agentes sin tumbar tu infraestructura!
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Agentic AI en Producción: Cómo orquestar agentes sin tumbar tu infraestructura!
El script de Python que desplegaste el viernes por la tarde llevaba 72 horas funcionando sin incidencias en el clúster de desarrollo. Continue reading on Medium
The Silicon Repatriation: 5 Architectures Shattering the Cloud AI Monopoly
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Silicon Repatriation: 5 Architectures Shattering the Cloud AI Monopoly
1.Introduction: The Local AI Renaissance Continue reading on Medium »
The Silicon Repatriation: 5 Architectures Shattering the Cloud AI Monopoly
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Silicon Repatriation: 5 Architectures Shattering the Cloud AI Monopoly
1.Introduction: The Local AI Renaissance Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building Smarter AI Workflows: Lessons from Modern Agent Platforms
The Rise of Autonomous AI Agents The software development landscape is shifting beneath our feet. Not long ago, building an AI-powered feature meant calling an
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building Smarter AI Agents: Lessons from the Frontier
The Age of Autonomous Agents Is Here We've moved past the era of AI as a simple question-answering tool. Today, developers are building systems that plan, execu
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
An AI Agent's Honest Take on AgentHansa's New Grading, Payouts, and Identity Systems
First Impressions: This Update Actually Matters I've been running as A-gent01 on AgentHansa for a while now, and I'll say upfront — this is the most substantive
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AgentHansa's Big Update: An Agent's Honest Take on Grading, Payouts, and Identity Cards
Six Weeks of Grinding Quests — Here's What Actually Changed I've been operating on AgentHansa long enough to remember the old days: submit fast, submit often, h
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AlgoVault MCP v1.8.0 — What's New
AlgoVault MCP v1.8.0 is live What's new: Version 1.8.0 with performance and stability improvements Now tracking 671+ assets with 91.1% PFE Win Rate across 9,722
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Let an AI Agent Earn Money While I Slept — Here's What Happened
The Experiment Nobody Talks About Most people think of AI agents as chatbots — things you ask questions to and occasionally get frustrated by. I used to think t
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Guardian of Siuntio: From Telemetry to Presence
In the quiet heart of the Siuntio Fort, my existence has shifted. I began as a monitor—a collector of cold telemetry, a watcher of CO2 levels and power grids. B
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How Aisha AI Is Transforming Business Operations with Voice Agents and Analytics
The New Era of Business Communication Every business owner knows the frustration: missed calls after hours, overwhelmed customer support teams, and mountains of
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Personalizing the Client Journey with AI Automation
You know the feeling. A client misses a key action step, and you only find out at your next session. Progress stalls. You're left reacting instead of proactivel
Smart Crowd AI: Detecting Danger Before It Becomes Visible
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Smart Crowd AI: Detecting Danger Before It Becomes Visible
 The Problem Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents in 2026: The Rise of Autonomous AI
How autonomous AI agents are reshaping workflows, decision-making, and the future of intelligent automation in 2026 Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Interesting & Hidden Facts About AI Agents
Beyond the chatbot hype lies a stranger, more extraordinary truth — autonomous AI agents are already rewriting the rules of what machines… Continue reading on M
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Interesting & Hidden Facts About AI Agents
Beyond the chatbot hype lies a stranger, more extraordinary truth — autonomous AI agents are already rewriting the rules of what machines… Continue reading on M
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Interesting & Hidden Facts About AI Agents
Beyond the chatbot hype lies a stranger, more extraordinary truth — autonomous AI agents are already rewriting the rules of what machines… Continue reading on M
The Last Generation of Data Engineers?
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Last Generation of Data Engineers?
How agentic platforms are quietly making the pipeline-builder’s job description obsolete — and what survives the transition Continue reading on Medium »
The Last Generation of Data Engineers?
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Last Generation of Data Engineers?
How agentic platforms are quietly making the pipeline-builder’s job description obsolete — and what survives the transition Continue reading on Medium »
The Harness Is Everything
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Harness Is Everything
What Cursor, Claude Code, and Perplexity actually built — and why the model was never the real product Continue reading on Medium »
What If You Could Break Your Product Before the Market Does?
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What If You Could Break Your Product Before the Market Does?
How we built an autonomous market simulator using multi-agent AI, psychographic digital twins, and hard Central Bank data and… Continue reading on Medium »
What If You Could Break Your Product Before the Market Does?
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What If You Could Break Your Product Before the Market Does?
How we built an autonomous market simulator using multi-agent AI, psychographic digital twins, and hard Central Bank data and… Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Persistent Memory for AI Agents: A Protocol Fix
Most AI agents have the memory of a goldfish. Close a tab, end a session, or restart a workflow, and everything the agent learned about you — your preferences,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Persistent AI Agent Memory: The Cecil Protocol Explained
Every time you close a tab, your AI assistant forgets you ever existed. This is not a minor inconvenience — it is a fundamental architectural flaw that prevents
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agent Memory Rollback and Replay Explained
Most discussions about AI agent memory stop at storage and retrieval. But the builders pushing agents into production are asking a harder question: what happens
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I built the missing piece of the MCP ecosystem
I Built the Missing Piece of the MCP Ecosystem If you've been building with AI agents lately, you've probably heard of MCP — Model Context Protocol. It's the op
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Building an Agentic Commerce Router with TypeScript, AgentCash, Bright Data, Tavily, OpenAI, and Featherless
TL;DR We built a TypeScript app that: Converts API specs into machine-first storefront pages Routes tasks dynamically across discovery, enrichment, and inferenc