Core AI

AI Agents & Automation

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

10,856
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 3,874 reads from curated sources

Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
License Your ‘Brain’ in the Era of Agents: A New Mental Model
Soon, we will witness an unprecedented conflict: a legal battle between companies and individuals over “Who owns the brain (Knowledge) of… Continue reading on M
Your AI Agent Can Be Socially Engineered. Here Are 3 Attacks That Prove It.
Dev.to · Dishanth 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Can Be Socially Engineered. Here Are 3 Attacks That Prove It.
No jailbreak. No exploit. No alert fired. Just a conversation. In September 2025, a...
3 Bugs, 1 Big Learning: What Anthropic’s Claude Code Post-Mortem Actually Says
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
3 Bugs, 1 Big Learning: What Anthropic’s Claude Code Post-Mortem Actually Says
All three were context-shape regressions. Most agent product teams are shipping the same bug class today. Continue reading on Data Science Collective »
Why 89% of Agentic AI Systems Never Reach Production — And It Has Nothing to Do With Your Models
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why 89% of Agentic AI Systems Never Reach Production — And It Has Nothing to Do With Your Models
Your multi-agent system isn’t failing because of a bad model. It’s failing because you’re trying to solve a distributed systems problem… Continue reading on Med
Why 89% of Agentic AI Systems Never Reach Production — And It Has Nothing to Do With Your Models
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Why 89% of Agentic AI Systems Never Reach Production — And It Has Nothing to Do With Your Models
Your multi-agent system isn’t failing because of a bad model. It’s failing because you’re trying to solve a distributed systems problem… Continue reading on Med
I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)
Dev.to · KRISHNA KISHOR TIRUPATI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)
Ever spent 20 minutes digging through a legacy module just to remember how a specific utility...
Flutter Claude API — Build an AI Chat Feature from Scratch
Dev.to · kanta13jp1 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Flutter Claude API — Build an AI Chat Feature from Scratch
Flutter × Claude API — Build an AI Chat Feature from Scratch Wire Claude API into a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How We Built AI Agents Into a Headless CMS
Most AI features in a CMS are cosmetic. Autocomplete here. A "generate with AI" button there. Useful, sure, but they don't change how teams actually work. We wa
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Cross-Site Agent Intelligence: Why We Built the ARP Profile
There is a quiet pattern hiding inside every production engineering team that runs AI agents in 2026. Site A’s content agent learns that Claude 3.5 occasionally
What Is MCP and Why Should Developers Care?
Dev.to · Ryan Carter 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What Is MCP and Why Should Developers Care?
A plain-language explainer of Model Context Protocol — what it is, how hosts, servers and clients work together, and why the open standard matters for developer
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Building Production-Grade AI Agents with MCP: A Complete Guide for 2026
The Model Context Protocol crossed 97 million monthly SDK downloads in March 2026. It went from Anthropic's internal experiment to the Linux Foundation's Agenti
Agents Are Becoming Infrastructure, and the Cracks Are Starting to Show
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agents Are Becoming Infrastructure, and the Cracks Are Starting to Show
Agents are not only changing software writing; they are also reshaping the infrastructure. This week, GitHub admitted its old capacity… Continue reading on Medi
Introducing Puppyone — a GitHub-shaped workspace for agent context
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Introducing Puppyone — a GitHub-shaped workspace for agent context
One place for scattered Notion / Slack / email / repos to become a writable, scoped, snapshot-backed tree — open source under Apache 2.0. Continue reading on Me
Introducing Puppyone — a GitHub-shaped workspace for agent context
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Introducing Puppyone — a GitHub-shaped workspace for agent context
One place for scattered Notion / Slack / email / repos to become a writable, scoped, snapshot-backed tree — open source under Apache 2.0. Continue reading on Me
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How Slack Manages Context in Long-running Multi-agent Systems
To sustain productivity in long-running agent systems, Slack engineers moved away from accumulating chat logs and started using structured memory, validation, a
I built Agent Shield an open-source traffic control layer for AI coding agents.
Dev.to · Vadim 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I built Agent Shield an open-source traffic control layer for AI coding agents.
The idea is simple: AI agents send a lot of stuff over the network: prompts, code snippets, logs,...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We were spending ~$5K/month on AI compute… so I stopped choosing GPUs
I was leading a project running a bunch of AI jobs. The models weren't huge, but our compute bill kept growing. Turns out the problem wasn't the models — it was
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic Web Email Infrastructure
Your agent is three steps away from completing a registration. It filled out the form, submitted it, and got a 200 OK back. The service responds: "Check your in
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
BizNode handle limits scale with your tier: 3 handles (Basic $20) up to 5000 handles (1BZNode $1500). Every bot gets a free...
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 2w ago
Can AI Agents Communicate Across Different Networks Without APIs?
AI agents can communicate across different networks without centralized APIs by utilizing Pilot Protocol. This userspace overlay network bypasses strict NAT bou
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
How to Run Multiple AI Agents Without Losing Control
Most people who try running multiple AI agents at once end up in one of two failure modes. Either the agents contradict each other constantly, or nothing gets d
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon is already offering new OpenAI products on AWS
A day after OpenAI got Microsoft to agree to end exclusive rights, AWS announced a slate of OpenAI model offerings, including a new agent service.
Nine seconds to zero: what the Railway prod-DB deletion teaches you about agent safety
Dev.to · Tiamat 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Nine seconds to zero: what the Railway prod-DB deletion teaches you about agent safety
Yesterday an AI coding agent — Cursor running Anthropic's Opus 4.6 — deleted a company's entire...
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Can Draft the Case. It Can’t Explain How It Will Be Judged.
AI is increasingly present in immigration practice. Continue reading on Medium »
What I Learned Building an Autonomous AI Coding Platform (The Hard Way)
Dev.to · Patrik Högberg 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
What I Learned Building an Autonomous AI Coding Platform (The Hard Way)
Lessons from a few intense months of trying to make 100 AI agents write production code without...
Google Agents CLI + Claude Code: Building Production-Style AI Agents in Under 30 Minutes
Dev.to · Vivek Shetye 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Google Agents CLI + Claude Code: Building Production-Style AI Agents in Under 30 Minutes
Google released something that could significantly accelerate how developers build AI agents: Google...
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon launches an AI-powered audio Q&A experience on product pages
Amazon's new "Join the chat" feature lets you ask questions about products and receive AI-powered audio responses.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Your AI Agent Needs a Wallet: Economic Models for Autonomous Agents
Your AI Agent Needs a Wallet: Economic Models for Autonomous Agents Character.AI reportedly spends north of $200 million a year on compute. Their revenue model
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agentic Engineering Is Here: What Karpathy’s Naming Means for Your AI Investment
Your team adopted AI coding tools six months ago. Are they actually faster? If the answer is ambiguous, you’re in good company. The productivity claims for AI-a
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Indian Developers: How to Build AI Side Income with $0 Capital in 2026
For Indian devs/students who want to start something but think they need money to begin. What You Actually Need ($0) A laptop (any laptop) Free GitHub Student P
Hacker News (AI) 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Claude.ai is unavailable
Comments
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor and Cowork
OpenSail is the open-source alternative to Codex App, Claude Desktop, Cursor, and Cowork for agentic software work. Build autonomous AI coding agents, run multi
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Google Cloud Introduces Agents CLI to Streamline AI Agent Development Lifecycle
Google Cloud has introduced Agents CLI within its Agent Platform, aiming to streamline the development lifecycle of AI agents from local prototyping to producti
I Built Skills That Let AI Agents Query 14 European Government Registries
Dev.to · Peter 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Built Skills That Let AI Agents Query 14 European Government Registries
getregdata - open-source Claude Code skills for extracting data from Polish, Spanish, Austrian, and French government registries. Works across 45+ AI agents.
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Migrating a text agent to a voice assistant with Amazon Nova 2 Sonic
In this post, we explore what it takes to migrate a traditional text agent into a conversational voice assistant using Amazon Nova 2 Sonic. We compare text and
The Register 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Amazon unveils a Copilot for all your apps
Retailer touts 'teammates' and always-on context as it muscles into an already crowded enterprise market Amazon has announced two AI services pitched with typic
I Gave Claude My Entire Data Analyst Job for a Week. Here’s What Happened.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Gave Claude My Entire Data Analyst Job for a Week. Here’s What Happened.
Let me be honest with you upfront. Continue reading on AI & Analytics Diaries »
I Gave Claude My Entire Data Analyst Job for a Week. Here’s What Happened.
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
I Gave Claude My Entire Data Analyst Job for a Week. Here’s What Happened.
Let me be honest with you upfront. Continue reading on AI & Analytics Diaries »
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Turn escalations into resumable workflows with evidence bundling, redaction, and 3-click next steps. Continue reading on Towards AI »
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Turn escalations into resumable workflows with evidence bundling, redaction, and 3-click next steps. Continue reading on Towards AI »
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Turn escalations into resumable workflows with evidence bundling, redaction, and 3-click next steps. Continue reading on Towards AI »
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Agent Escalation in Production: Designing NEEDS_HUMAN That Actually Works
Turn escalations into resumable workflows with evidence bundling, redaction, and 3-click next steps. Continue reading on Towards AI »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
We Built Multica to Make Multi-Agent AI Useful for Real Workflows
AI is getting better fast, but the way most people use it still feels fragmented. You open one chat, try one prompt, get one answer, and then start over somewhe
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Day 9: Building GoDavaii - From Healthcare Gaps to 22+ Language AI Trust
It's Day 9 of our public sprint with GoDavaii. At 27, I founded this company with a deep conviction: the existing healthcare system, especially in India, often
AI Agents Are About to Start Buying Things. The Governance Problem Nobody Is Solving.
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
AI Agents Are About to Start Buying Things. The Governance Problem Nobody Is Solving.
When an AI agent can spend money, everything changes. Policy engines, human approval gates, and tamper-evident receipts are not optional. Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
how to use skills from Claude Code A.K.A Claudinho.
As a start to using Claude, I’ve been trying to make the most of its features. While talking with a friend, we started discussing skills. In the Claude docs, sk
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Copilot Cowork | The Control Plane for Long-Running AI Work | A Rahsi Framework™
Copilot Cowork | The Control Plane for Long-Running AI Work A Rahsi Framework™ Analysis Connect & Continue the Conversation Read Complete Article | <img alt
Sony’s Table-Tennis Robot Beat Elite Human Players With Unorthodox Moves
SingularityHub 🤖 AI Agents & Automation ⚡ AI Lesson 2w ago
Sony’s Table-Tennis Robot Beat Elite Human Players With Unorthodox Moves
AI long ago surpassed humans at games like chess and Go. Now it's powering robots that can challenge top athletes. The post Sony’s Table-Tennis Robot Beat Elite