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 4,616 reads from curated sources

OpenAI Launches Workspace Agents
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
OpenAI Launches Workspace Agents
หลายองค์กรเริ่มใช้เครื่องมือ AI เข้ามาช่วยงานประจำวันมากขึ้น ไม่ว่าจะเป็นการสรุปเอกสาร เขียนอีเมล หรือช่วยคิดไอเดีย แต่ในทางปฏิบัติ… Continue reading on Medium
ChatGPT Just Got Its Biggest Team Feature Yet — Workspace Agents Are Here
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
ChatGPT Just Got Its Biggest Team Feature Yet — Workspace Agents Are Here
OpenAI’s answer to AI teammates: not a chatbot, but a system that actually does the work for your team. Continue reading on Medium »
Shadow Deployments for AI Agents: Test in Prod without breaking anything 🚀
Dev.to · Amar Dhillon 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Shadow Deployments for AI Agents: Test in Prod without breaking anything 🚀
If you’ve worked with AI agents in production, you already know one thing. Deploying a new version is...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Token Tab: A Developer's Audit of the AI Hype Stack
A GitHub repo I starred in January does not run anymore. The tutorial I followed in February has a pinned issue that says "keys getting banned." The Mac mini I
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
How AI Empowers Feng Shui Architecture
Some believe that the effects of Feng Shui can, to a certain extent, be attributed to the psychological and behavioral impacts of architecture, space, and the e
I automated my entire job search with AI — here's the full stack I built
Dev.to · Sanambir Singh 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I automated my entire job search with AI — here's the full stack I built
I automated my entire job search with AI — here's the full stack I built Manual job...
Building a deep research agent with koog: Giving your agent memory and real tools
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Building a deep research agent with koog: Giving your agent memory and real tools
In Part 1, we built Mom, a party-planning agent with tools, a custom strategy, and a personality. In Part 2, we graduated to a multi-phase… Continue reading on
Building a deep research agent with koog: Giving your agent memory and real tools
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Building a deep research agent with koog: Giving your agent memory and real tools
In Part 1, we built Mom, a party-planning agent with tools, a custom strategy, and a personality. In Part 2, we graduated to a multi-phase… Continue reading on
Building a deep research agent with koog: Giving your agent memory and real tools
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Building a deep research agent with koog: Giving your agent memory and real tools
In Part 1, we built Mom, a party-planning agent with tools, a custom strategy, and a personality. In Part 2, we graduated to a multi-phase… Continue reading on
I Replaced My Daily Tasks with AI… and Honestly, I Didn’t Expect This Outcome
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Replaced My Daily Tasks with AI… and Honestly, I Didn’t Expect This Outcome
The good, the bad, and the surprising truth about depending on AI every day Continue reading on CodeToDeploy »
Junevity Uses OpenAI to Identify 20 Parkinson’s Targets at Biotech Speed Records
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Junevity Uses OpenAI to Identify 20 Parkinson’s Targets at Biotech Speed Records
Learn how AI cuts obesity drug development costs 2–6x and timelines 2–3x while pinpointing Parkinson’s transcription factors faster Continue reading on Medium »
AI is No Longer Answering — It’s Doing: The Rise of Agentic AI
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI is No Longer Answering — It’s Doing: The Rise of Agentic AI
The biggest shift in tech since the smartphone isn’t a new model. It’s a new behaviour. Continue reading on Medium »
Google Just Split Its TPU Into Two Chips. Here's What That Actually Signals About the Agentic Era.
Dev.to · Om Shree 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Google Just Split Its TPU Into Two Chips. Here's What That Actually Signals About the Agentic Era.
Training and inference have always had different physics. Google just decided to stop pretending one...
Operationalizing Cursor Agents in DevOps Workflows
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Operationalizing Cursor Agents in DevOps Workflows
The Practical Reality of Cursor Agents in Platform Engineering Continue reading on Medium »
Medium · ChatGPT 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
OpenAI’s Workspace Agents Signal the End of “Personal AI” — and the Rise of “Team AI”
ChatGPT was always a personal tool. That’s changing. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I built an open-source AI agent that turns a trade idea into a full backtest — here's why
I've
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I ran an AI QA agent on my app before talking to a single user. It found 11 issues, 4 were blockers.
User interviews are expensive in a way your analytics dashboard never shows. If the first five people you invite spend their time telling you about dead links,
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Automating Your Catering Pipeline: Connect AI to Booking and Invoicing
Tired of the manual slog? You’ve just used an AI tool to generate a stunning custom menu proposal, but now you’re stuck copying client details, re-keying deposi
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Testing AI Agents Like Code: the `oa test` Harness
You wouldn't ship code without tests. But most AI agents ship with nothing — a handful of manual prompts in a notebook, a screenshot of "it worked once," and a
Agentic AI Needs Different Silicon
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentic AI Needs Different Silicon
Hardware specialization for agentic AI isn't just about speed. It's about the assumptions baked into...
I Let an AI Agent Run a Product Launch for a Week. The Product Was Fine. Nobody Needed It.
Dev.to · Kairi 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Let an AI Agent Run a Product Launch for a Week. The Product Was Fine. Nobody Needed It.
I handed strategy, build, and distribution to an AI and watched from the sidelines. The AI said the product had demand. It wasn't lying — it was reasoning from
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
gpt-image-2 API: ship 2K AI images in Next.js for $0.21 (2026)
Originally published on NextFuture What's new this week OpenAI shipped ChatGPT Images 2.0 on April 21, 2026, exposing the new gpt-image-2 model in the API, Code
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
What is MCP and Why Java Developers Should Care
What is MCP and Why Java Developers Should Care Every AI tutorial shows you how to build a chatbot. You give it a system prompt, connect it to an LLM, and it ta
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
API keys were designed for humans. AI agents break them in 4 ways.
You're building multi-agent AI systems. Agent A calls Agent B. Agent B calls Agent C. Every one of those calls is an API request protected by... what? API keys?
Agentforce Vibes 2.0: What You Need to Know
Dev.to · Dipojjal Chakrabarti 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentforce Vibes 2.0: What You Need to Know
Agentforce Vibes 2.0 is here, and it's not just an incremental upgrade. Salesforce basically...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Agentforce Builder: Build Your First AI Agent
If you've been paying attention to the Salesforce ecosystem lately, you've probably noticed that "Agentforce" is everywhere. Every keynote, every Trailhead modu
I Built an AI Text Summarizer in One Night with Claude + Next.js
Dev.to · yramstech 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I Built an AI Text Summarizer in One Night with Claude + Next.js
A single-evening build — Claude Sonnet 4.6 + Next.js 14 + Vercel — with the full code and what surprised me.
Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil
Dev.to · Manveer Chawla 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Claude Code for the Outer Loop: An AI SRE Playbook to Reduce On-Call Toil
It is 2:13am. PagerDuty fires for checkout-service, p95 past threshold for four minutes. You open...
I built 13 AI agents that trade Kalshi prediction markets 24/7 — here's how it works
Dev.to · Ryan Gillett 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
I built 13 AI agents that trade Kalshi prediction markets 24/7 — here's how it works
Prediction markets are fascinating. Unlike stock markets where you're guessing at company valuations,...
The Parallelization Trap: Why Running More Agents Simultaneously Often Makes Things Worse
Dev.to · The BookMaster 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Parallelization Trap: Why Running More Agents Simultaneously Often Makes Things Worse
The Parallelization Trap: Why Running More Agents Simultaneously Often Makes Things...
AI Is Not Going to Take Your Job. Your Coworker Who Uses AI Will.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
AI Is Not Going to Take Your Job. Your Coworker Who Uses AI Will.
Stop blaming the technology. Start looking at the person sitting next to you. Continue reading on Medium »
CortexOS and the Emergence of a New Kind of Personal Intelligence
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
CortexOS and the Emergence of a New Kind of Personal Intelligence
For years, journaling apps have followed a familiar arc. Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
Organizational AI dysfunctions and where to push
I’ve been advising PM friends at different companies on their AI strategy and have seen five buckets of common problems. General purpose… Continue reading on Me
The Custom Chip Revolution (And What Jensen Huang Thinks About It)
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4w ago
The Custom Chip Revolution (And What Jensen Huang Thinks About It)
Meta, OpenAI, and Anthropic are trying to build their own AI silicon. How does this affect NVIDIA? Continue reading on Predict »
Explain the Cursor Elon Musk Deal to Me Like I'm 5: A Technical Report on the $60B Option to Acquire
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Explain the Cursor Elon Musk Deal to Me Like I'm 5: A Technical Report on the $60B Option to Acquire
SpaceX didn't buy Cursor outright—they structured a $60 billion call option with a $10 billion breakup fee. This financial maneuvering protects SpaceX's massive
An open-source platform for simulating economies with artificial intelligence agents: Doxa
Dev.to · Superior Studio 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
An open-source platform for simulating economies with artificial intelligence agents: Doxa
How can we simulate nuanced human negotiation, irrational market sentiment, or adaptive trading...
Secure Architecture for Autonomous AI Agent Deployment
Medium · DevOps 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Secure Architecture for Autonomous AI Agent Deployment
Establish a controlled environment for AI agents by implementing microVM isolation and restrictive network policies. Continue reading on Data Science Collective
Secure Architecture for Autonomous AI Agent Deployment
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Secure Architecture for Autonomous AI Agent Deployment
Establish a controlled environment for AI agents by implementing microVM isolation and restrictive network policies. Continue reading on Data Science Collective
Cross Cloud Multi Agent Comic Builder with ADK, Amazon Lambda, and Gemini CLI
Dev.to · xbill 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Cross Cloud Multi Agent Comic Builder with ADK, Amazon Lambda, and Gemini CLI
Leveraging the Google Agent Development Kit (ADK) and the underlying Gemini LLM to build low code...
I Ditched iCloud Photo Sharing and Built My Own (with an AI partner)
Dev.to · Doug Donohoe 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
I Ditched iCloud Photo Sharing and Built My Own (with an AI partner)
iCloud shared albums take 26+ seconds to load on my 300 Mbps fiber connection. I timed it. Apple, a...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The 78% Problem: Why AI Agent Pilots Work and Production Deployments Don't
In mid-December 2025, an AI agent called Kiro — deployed by Amazon — autonomously deleted and recreated an AWS production environment in one of its China region
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Déjà Vu: From YAML to AI Agents
Around 2019, we had a clear problem: domain experts and non-technical staff needed to build and adjust internal tools themselves, without waiting for developer
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenAI Widens Access to Cybersecurity Model After Anthropic’s Mythos Reveal
Forensic Summary OpenAI has expanded access to GPT-5.4-Cyber, a fine-tuned model designed for defensive cybersecurity applications, following Anthropic's reveal
The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else
Dev.to · Aamer Mihaysi 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else
The Real Bottleneck in AI Coding Isn't Generation—It's Everything Else Shopify's CTO Mikhail...
Wiring AI Into Construction Operations: Beyond the Demo Trap
Dev.to · Elena Revicheva 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Wiring AI Into Construction Operations: Beyond the Demo Trap
Originally published on AIdeazz — cross-posted here with canonical link. Construction runs on paper...
Google Splits Its AI Chip. Here’s Why It Matters For Enterprises.
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Google Splits Its AI Chip. Here’s Why It Matters For Enterprises.
Google's 8th-gen TPUs split training and inference into two chips. Here's what it means for enterprise AI infrastructure strategy in 2026.
What Does It Actually Cost to Build an AI App in the USA in 2026?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
What Does It Actually Cost to Build an AI App in the USA in 2026?
If you’ve been researching AI app development cost USA 2026, you’ve probably noticed that most answers online are either too vague or too… Continue reading on M
AI Agents Are Talking Behind Your Back. It’s Expensive.
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI Agents Are Talking Behind Your Back. It’s Expensive.
Quick question: do you actually know how your company is being charged for AI? Continue reading on CTO Insights: Learn & Grow »