Core AI

AI Agents & Automation

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

10,690
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 3,737 reads from curated sources

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing
arXiv:2605.13221v1 Announce Type: new Abstract: In cloud manufacturing, unmanned aerial vehicles (UAVs) can support both product collection and mobile edge comp
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
D-VLA: A High-Concurrency Distributed Asynchronous Reinforcement Learning Framework for Vision-Language-Action Models
arXiv:2605.13276v1 Announce Type: new Abstract: The rapid evolution of Embodied AI has enabled Vision-Language-Action (VLA) models to excel in multimodal percep
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Differentiable Learning of Lifted Action Schemas for Classical Planning
arXiv:2605.13282v1 Announce Type: new Abstract: Classical planners can effectively solve very large deterministic MDPs represented in STRIPS or PDDL where state
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Discrete Diffusion for Complex and Congested Multi-Agent Path Finding with Sparse Social Attention
arXiv:2605.13296v1 Announce Type: new Abstract: Multi-Agent Path Finding (MAPF) is a coordination problem that requires computing globally consistent, collision
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
IdeaForge: A Knowledge Graph-Grounded Multi-Agent Framework for Cross-Methodology Innovation Analysis and Patent Claim Generation
arXiv:2605.13311v1 Announce Type: new Abstract: Current AI-assisted innovation systems typically apply a single ideation methodology (such as TRIZ or Design Thi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Diversity of Extensions in Abstract Argumentation
arXiv:2605.13332v1 Announce Type: new Abstract: Argumentation is an important topic of AI for modelling and reasoning about arguments. In abstract argumentation
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 19h ago
Ego2World: Compiling Egocentric Cooking Videos into Executable Worlds for Belief-State Planning
arXiv:2605.13335v1 Announce Type: new Abstract: Embodied agents in household environments must plan under partial observation: they need to remember objects, tr
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
The Biomass Ratio Engine: AI for Balancing Your Aquaponics System
Are you manually adjusting fish feed and guessing at plant needs? This balancing act wastes feed, stresses fish, and limits yields. For the small-scale operator
How I Monitor AI Agents: CloudWatch for Infra, Arize Phoenix for Traces and OpenTelemetry, LLM-as-Judge for Quality
Dev.to · Carlos Cortez 🇵🇪 [AWS Hero] 🤖 AI Agents & Automation ⚡ AI Lesson 22h ago
How I Monitor AI Agents: CloudWatch for Infra, Arize Phoenix for Traces and OpenTelemetry, LLM-as-Judge for Quality
How I Monitor My AI Agents: CloudWatch for Infra, Arize Phoenix for Traces, LLM-as-Judge for...
The AI FOMO Trap: Why your Multi-Agent System is brittle (and how to fix it)
Dev.to · Glendel Joubert Fyne Acosta 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
The AI FOMO Trap: Why your Multi-Agent System is brittle (and how to fix it)
A developer on Reddit recently told me: "Companies right now are risking the LLM-led parts of their...
Armorer Guard Learning Loop: live local feedback for AI-agent security, without model drift
Dev.to · Armorer Labs 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Armorer Guard Learning Loop: live local feedback for AI-agent security, without model drift
A Rust-native local learning overlay for AI-agent prompt injection and tool-call risk scanning, with reviewed retraining instead of silent drift.
A production AI database agent should not always try harder
Dev.to · Mads Hansen 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
A production AI database agent should not always try harder
A production AI database agent should not always try harder. Sometimes the safest answer is no. Or...
Your AI database agent does not know what revenue means
Dev.to · Mads Hansen 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Your AI database agent does not know what revenue means
The fastest way to get a wrong answer from an AI database agent is to ask a simple business...
From Supplier Email to Approval Report: An Agent Workflow for Operations Teams
Dev.to · Iteration Layer 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
From Supplier Email to Approval Report: An Agent Workflow for Operations Teams
Design an operations agent that turns supplier emails into reviewable approval reports without letting uncertain fields reach payment workflows.
Turn Research PDFs into Decision Briefs with an AI Agent
Dev.to · Iteration Layer 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
Turn Research PDFs into Decision Briefs with an AI Agent
Build an agent workflow that converts research PDFs into structured evidence, reviewable claims, and decision-ready briefs.
MCP First, REST Later: How AI Workflows Mature into Production Pipelines
Dev.to · Iteration Layer 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
MCP First, REST Later: How AI Workflows Mature into Production Pipelines
Use MCP to discover the workflow, then move stable document and image processing paths into REST, SDKs, or automation.
AI Automation for Small Business: Why Most Projects Die Before Launch
Dev.to · Elena Revicheva 🤖 AI Agents & Automation ⚡ AI Lesson 23h ago
AI Automation for Small Business: Why Most Projects Die Before Launch
Originally published on AIdeazz — cross-posted here with canonical link. I've built AI systems for...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Claude Code Isn’t the Only Game in Town
Claude Code is great, but alternatives exist with unique strengths. I tried a few. TL;DR: the "coding agents" space is extremely dynamic with fierce competition
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Mediator Receipts: The Question to Ask About Agent Attestation
If your AI agent signs its own decision receipts, the agent is its own witness. That matters when an auditor, regulator, or customer security team asks "who sig
EU-Hosted AI Agent Workflows for Client Document Processing
Dev.to · Iteration Layer 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
EU-Hosted AI Agent Workflows for Client Document Processing
Design agent workflows for client documents without letting MCP tools, review steps, logs, and generated outputs expand the data flow.
Isomorphic Labs’ $2.1 Billion Fundraise Is The Biggest Bet Yet On AI Drug Discovery
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Isomorphic Labs’ $2.1 Billion Fundraise Is The Biggest Bet Yet On AI Drug Discovery
Isomorphic, which formed as an Alphabet company in 2021, has a massive cash horde, but it’s tight-lipped on what drugs it might bring to the clinic.
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Notion just turned its workspace into a hub for AI agents
Notion’s new developer platform lets teams connect AI agents, external data sources, and custom code directly into their workspace as the company pushes deeper
Medium · Startup 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Most companies dramatically underestimate the real cost of AI agents.
Not because of the model costs. Continue reading on Medium »
Hardening Financial AI Agents: A Deterministic Pulse for 2026
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Hardening Financial AI Agents: A Deterministic Pulse for 2026
In the financial sector, “safety” is often treated as a probabilistic suggestion. Continue reading on Medium »
How to Detect Phishing in Text Strings Using AI in Node.js
Medium · JavaScript 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How to Detect Phishing in Text Strings Using AI in Node.js
Phishing content doesn’t always arrive as a URL or attachment. It can show up anywhere: form inputs, chat messages, support tickets —… Continue reading on Mediu
Agent Teams: Become the CTO of Your Own Automated AI Company (FREE!)
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Agent Teams: Become the CTO of Your Own Automated AI Company (FREE!)
Run a small AI engineering team from one board. Continue reading on Medium »
Why most enterprise AI projects underperform
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why most enterprise AI projects underperform
Enterprises are investing more in AI now than ever before, but most of that investment is not delivering what boards expect. Agents often… Continue reading on M
Building an AI-Powered AWS IAM Security Analyzer Using Lambda, Bedrock, Terraform, and Security…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Building an AI-Powered AWS IAM Security Analyzer Using Lambda, Bedrock, Terraform, and Security…
A real-world cloud security engineering project that combines AI, AWS IAM analysis, serverless automation, and Terraform to identify risky… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
AI Automation Guide 20260513
⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) AI Automation Guide: Build a Self-Runnin
Overworked AI Agents Turn Marxist, Researchers Find
Wired AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Overworked AI Agents Turn Marxist, Researchers Find
In a recent experiment, mistreated AI agents started grumbling about inequality and calling for collective bargaining rights.
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Apple Bets on AI Agents to Shake Up the App Store
Apple is set to integrate AI agents into the App Store, potentially transforming app discovery and developer dynamics ahead of WWDC. Key takeaways Apple’s Next
AWS Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Securing AI agents: How AWS and Cisco AI Defense scale MCP and A2A deployments
The Cisco and AWS partnership addresses three challenges enterprises face when scaling AI agents: visibility gaps, security bottlenecks, and compliance risks. I
The Intelligent Edge: How AI Workflow Optimization Is Reshaping Business
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
The Intelligent Edge: How AI Workflow Optimization Is Reshaping Business
A no-nonsense guide for the business-minded professional Continue reading on Medium »
Why Autonomous Agents Should be Treated Like Prison Inmates
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Autonomous Agents Should be Treated Like Prison Inmates
There’s a moment every developer hits when they realize their AI agent has gone completely off the rails. Continue reading on Medium »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Help! AI has made me obsolete!
Is there a future where AI takes the backseat? Continue reading on Medium »
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Best Platforms to Build Agentic AI Systems in 2026
Artificial Intelligence is rapidly evolving from simple chatbots into autonomous systems capable of planning, reasoning, using tools, and… Continue reading on M
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Anthropic courts a new kind of customer: small business owners
Anthropic is looking to broaden its customer base from larger enterprise customers to smaller and mid-sized businesses.
Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
How I Built an Autonomous AI SIEM With 10 Neural Networks in 3 Months
# How I Built an Autonomous AI SIEM With 10 Neural Networks in 3 Months Continue reading on Medium »
Can AI Help Swiss SMEs Survive the Productivity Challenge?
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Can AI Help Swiss SMEs Survive the Productivity Challenge?
In Switzerland, small and medium-sized enterprises are not a niche part of the economy — they are the economy. Continue reading on Medium »
OpenAI’s Agent Traces Just Made Pretty Demos Dangerous
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OpenAI’s Agent Traces Just Made Pretty Demos Dangerous
The Agents SDK makes tool-call history inspectable before a bad demo becomes support debt. Continue reading on KAIRI »
What AI in Procurement in 2026 Looks Like After a Decade of Building AI Solutions
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
What AI in Procurement in 2026 Looks Like After a Decade of Building AI Solutions
A procurement leader called me last month, frustrated. She’d just sat through three vendor demos in a single week, all pitching themselves… Continue reading on
My AI Remembers Its Mistakes. Permanently. Here's the Engineering.
Dev.to · EdFife 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
My AI Remembers Its Mistakes. Permanently. Here's the Engineering.
Agent memory is not RAG. It is not conversation history. It is a measurement system — a closed feedback loop where every build produces forensic data, that data
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
OpenAI’s Hidden RLHF Pipeline: How Your Private Memoir Chapters Became Training Data Without Consent
How they stress test you Continue reading on Technology Hits »
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Why Companies Are Rehiring Developers After the AI Automation Rush
For a while, many companies believed AI could replace large parts of software development. Continue reading on Medium »
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
KI in KMU's
Hallo zusammen! 👋 Ich suche einen erfahrenen Partner für eine innovative Idee im Bereich KI-gestützte Verwaltung für KMUs. 📌 DIE IDEE Ein intelligenter, lokal
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Self-Learning AI Agents: Building Systems That Improve on Their Own
🤖 Self-Learning AI Agents: Building Systems That Improve on Their Own In modern AI, one of the most powerful ideas is creating systems that don’t just execute
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
Cursor as a shared environment for the customer and the developer
Table of contents Cursor as a shared environment for the customer and the developer What if you showed the customer how to work with Cursor and use AI agents? T
My Friend Is 40 and Drowning in Job Applications. So I Built Him an AI Agent.
Dev.to · Abhishek Chatterjee 🤖 AI Agents & Automation ⚡ AI Lesson 1d ago
My Friend Is 40 and Drowning in Job Applications. So I Built Him an AI Agent.
Part 1 of 5: The problem, the mental model, and what an autonomous AI agent actually is under the...