Core AI

AI Agents & Automation

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

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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
All Reads (26,435) Articles (6766)Blog Posts (10003)Tutorials (4594)Research Papers (3776)News (1296)
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI GEO Recommendation Engine with TalorData
Introduction Sometime in late 2025, I noticed something weird. I'd search for something technical say, "how to parse resumes with Python" and Google would give
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Cut OpenAI From My Stack And Saved 97%: Here's How
Check this out: i Cut OpenAI From My Stack And Saved 97%: Here's How Three months ago I opened my OpenAI dashboard and nearly dropped my coffee. $487.62 for the
I Scanned 3 Major AI Agent Frameworks. Here Are the 332 Critical Vulnerabilities
Dev.to · Dockfix Labs 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I Scanned 3 Major AI Agent Frameworks. Here Are the 332 Critical Vulnerabilities
I scanned three of the most popular AI agent frameworks with AgentGuard v0.6.1. The results were...
The $30,000 AI Saving That Was Really $11,000 — and How to analyze the Gap Before You Buy
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The $30,000 AI Saving That Was Really $11,000 — and How to analyze the Gap Before You Buy
The real economics of AI adoption live in the gap between the pitch and the payoff. Most buying decisions never look there. Continue reading on Medium »
Stop Building AI Chatbots. Start Building AI Employees.
Dev.to · Yash Sonawane 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Stop Building AI Chatbots. Start Building AI Employees.
For the last few years, every AI product has looked the same. A text box. A send button. A...
Memory Poisoning: The AI Agent Attack Vector Nobody Is Scanning For
Dev.to · Dockfix Labs 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Memory Poisoning: The AI Agent Attack Vector Nobody Is Scanning For
Prompt injection is single-turn. You send malicious text, the agent misbehaves, next request it...
Titre : L'agent IA qui obéissait à un document caché
Sous-titre : Comment une instruction invisible peut détourner un agent IA — et comment s'en prémunirUn employé, excédé par le spam des chasseurs de tête, a un jour caché une instruction dans sa bio…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Titre : L'agent IA qui obéissait à un document caché Sous-titre : Comment une instruction invisible peut détourner un agent IA — et comment s'en prémunirUn employé, excédé par le spam des chasseurs de tête, a un jour caché une instruction dans sa bio…
L'agent IA qui obéissait à un document caché Continue reading on Medium »
Titre : L'agent IA qui obéissait à un document caché
Sous-titre : Comment une instruction invisible peut détourner un agent IA — et comment s'en prémunirUn employé, excédé par le spam des chasseurs de tête, a un jour caché une instruction dans sa bio…
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Titre : L'agent IA qui obéissait à un document caché Sous-titre : Comment une instruction invisible peut détourner un agent IA — et comment s'en prémunirUn employé, excédé par le spam des chasseurs de tête, a un jour caché une instruction dans sa bio…
L'agent IA qui obéissait à un document caché Continue reading on Medium »
Agentic AI for Anomaly Detection — (2) Histogram-Based Outlier Score (HBOS)
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agentic AI for Anomaly Detection — (2) Histogram-Based Outlier Score (HBOS)
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »
Agentic AI for Anomaly Detection — (2) Histogram-Based Outlier Score (HBOS)
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agentic AI for Anomaly Detection — (2) Histogram-Based Outlier Score (HBOS)
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »
The Guardrail Stack: A Practitioner’s Taxonomy of Runtime Security Controls for AI Agents
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Guardrail Stack: A Practitioner’s Taxonomy of Runtime Security Controls for AI Agents
What I learned about the guardrail landscape while proposing prompt injection defenses to LangChain4j — and why no single guardrail type… Continue reading on Me
The Guardrail Stack: A Practitioner’s Taxonomy of Runtime Security Controls for AI Agents
Medium · Cybersecurity 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Guardrail Stack: A Practitioner’s Taxonomy of Runtime Security Controls for AI Agents
What I learned about the guardrail landscape while proposing prompt injection defenses to LangChain4j — and why no single guardrail type… Continue reading on Me
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Solon 4.0.3 Released: AI Loop, Code Talent, JDK 25 Prep
On July 2, 2026, the Solon team released v4.0.3 — just 22 days after v4.0.0 and 7 days after v4.0.2. Three releases in under a month. The pace tells a clear sto
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Claude Science: How Anthropic's Lab AI Targets Research
What Claude Science actually is — and who it's really for Anthropic didn't roll out Claude Science at a splashy consumer event. The company unveiled its newest
From MVP to Enterprise: Architecting AI APIs That Don't Fail at 3AM
Dev.to · Alex Chen 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
From MVP to Enterprise: Architecting AI APIs That Don't Fail at 3AM
From MVP to Enterprise: Architecting AI APIs That Don't Fail at 3AM I've been on-call for enough...
Outbound OAuth authorization code grant on Amazon Bedrock AgentCore Gateway
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Outbound OAuth authorization code grant on Amazon Bedrock AgentCore Gateway
When an AI agent acts on behalf of a user — reading their Google Calendar, posting to their Slack, opening Jira tickets in their name —… Continue reading on Lev
Outbound OAuth authorization code grant on Amazon Bedrock AgentCore Gateway
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Outbound OAuth authorization code grant on Amazon Bedrock AgentCore Gateway
When an AI agent acts on behalf of a user — reading their Google Calendar, posting to their Slack, opening Jira tickets in their name —… Continue reading on Lev
The Fractional CTO Guide: How to Audit Your Business for AI Automation ROI
Dev.to · Michael Laweh 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Fractional CTO Guide: How to Audit Your Business for AI Automation ROI
It's an exciting time to be in tech, with AI making headlines daily and business leaders eager to...
Architecting a Production-Ready AI Agent Backend: .NET Core vs. FastMCP (Python)
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Architecting a Production-Ready AI Agent Backend: .NET Core vs. FastMCP (Python)
Why the era of dynamic “vibe coding” is over and how senior engineers are shifting AI tooling to robust backend frameworks. Continue reading on Medium »
How to Control AI Agent Actions in Real Production Systems
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to Control AI Agent Actions in Real Production Systems
AI Engineer Interview Preparation Continue reading on Towards AI »
Expose agents as MCP tools on Amazon Bedrock AgentCore Gateway
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Expose agents as MCP tools on Amazon Bedrock AgentCore Gateway
One large agent with thirty tools is harder to operate than five specialist agents with six tools each. Specialists are easier to evaluate… Continue reading on
Expose agents as MCP tools on Amazon Bedrock AgentCore Gateway
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Expose agents as MCP tools on Amazon Bedrock AgentCore Gateway
One large agent with thirty tools is harder to operate than five specialist agents with six tools each. Specialists are easier to evaluate… Continue reading on
I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.
Dev.to · zxpmail 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.
A certain genre of "production-grade AI agent" article has been making the rounds. You know the...
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How to shaping ai agent’s personality?
I. Conceptual foundations: does an LLM “have” a personality? Continue reading on Medium »
AURA: Handshake the Structure, Then Send the Change
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AURA: Handshake the Structure, Then Send the Change
Agent traffic has a strange property: almost every byte is a repeat. Two AI systems exchanging MCP tool calls, A2A task updates, or… Continue reading on Medium
The Connected Enterprise: Unifying ERP, EPM, and AI for Real-Time Decision Intelligence
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Connected Enterprise: Unifying ERP, EPM, and AI for Real-Time Decision Intelligence
How organizations can move beyond fragmented systems and static reporting to build an intelligent, predictive, and connected enterprise. Continue reading on Med
Building Corroborate.ai: An Auditable Way to Decide What an AI Actually "Knows"
Dev.to · Alfino Hatta 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Building Corroborate.ai: An Auditable Way to Decide What an AI Actually "Knows"
Why I built a knowledge arbitration engine instead of just another memory layer If you've...
PaperQuire v0.3.0 — Your AI Agent's PDF Tool
Dev.to · paperquire 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
PaperQuire v0.3.0 — Your AI Agent's PDF Tool
AI agents can now generate PDFs Large language models are great at producing Markdown....
The Digital Co-Pilot: Why AI Won’t Replace Your Doctor
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
The Digital Co-Pilot: Why AI Won’t Replace Your Doctor
The narrative surrounding automation often sparks fear of displacement, yet the reality unfolding in modern clinics tells a completely… Continue reading on Medi
Day 12: I took a week off from coding to audit 15 Android apps for accessibility. WhatsApp and Google apps are fully automatable. Local banking and government apps? Completely invisible. My AI agent is becoming an accessibility audit tool.
Dev.to · Okeke Chukwudubem 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Day 12: I took a week off from coding to audit 15 Android apps for accessibility. WhatsApp and Google apps are fully automatable. Local banking and government apps? Completely invisible. My AI agent is becoming an accessibility audit tool.
Project Log #12: I Spent a Week Auditing Apps. The Results Changed This Project. ...
Run an enrollment agent from a school's admissions inbox
Dev.to · Qasim 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Run an enrollment agent from a school's admissions inbox
Build an admissions enrollment agent on a Nylas Agent Account — answer FAQs, track application documents from attachments, and send deadline reminders on a cade
Google Just Released OKF — The Missing Standard AI Agents Have Been Waiting For
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Google Just Released OKF — The Missing Standard AI Agents Have Been Waiting For
Everyone is racing to build smarter AI agents. Continue reading on GoPenAI »
How AI Agents Coordinate Multiple Tools Without Losing Control
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How AI Agents Coordinate Multiple Tools Without Losing Control
AI Engineer Interview Preparation Continue reading on Towards AI »
How AI Agents Coordinate Multiple Tools Without Losing Control
Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
How AI Agents Coordinate Multiple Tools Without Losing Control
AI Engineer Interview Preparation Continue reading on Towards AI »
AI Governance — EU AI Act Compliance, Risk Assessment, and Audit Logging
Dev.to · Hiroki Kameyama 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
AI Governance — EU AI Act Compliance, Risk Assessment, and Audit Logging
Introduction Through Chapter 7 (Multi-Agent), we have a complete, functioning AI system....
🚀 Introducing Career Agents: An Open-Source Collection of AI-Powered Career Assistants
Dev.to · Karthik Rajesh Shet 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
🚀 Introducing Career Agents: An Open-Source Collection of AI-Powered Career Assistants
I'm pleased to share Career Agents, an open-source initiative designed to help students, developers,...
Stop Scrolling Your Agent's Logs. Debug It Like a Program.
Dev.to · Penloom Studio 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Stop Scrolling Your Agent's Logs. Debug It Like a Program.
Agent runs are program executions. Reproduce them, trace them, and write checks that can actually fail - a practical 3-step workflow for debugging coding agents
Identity Is the New Perimeter: Why AI Agents Break Zero Trust
Dev.to · Ali-Funk 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Identity Is the New Perimeter: Why AI Agents Break Zero Trust
For years, Zero Trust architectures were designed around one assumption: Humans make the...
Implementing Zero-Trust Networking and Identity for Microsoft Foundry Agents
Dev.to · Jubin Soni 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Implementing Zero-Trust Networking and Identity for Microsoft Foundry Agents
Once your multi-agent system (Parts 6-8) is functionally solid, the question that comes up in every...
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Superbrain beats Claude Code with 30% lower cost and 50% fewer tokens. Model-agnostic.
Problem statement The problem with current coding agents like Claude Code, Codex, and Cursor is that when you assign a task to them, they start searching, grepp
We deployed a LangChain agent for a client and it silently failed for two weeks. Here's what we built to make sure it never happens again.
Dev.to · hubert8120 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
We deployed a LangChain agent for a client and it silently failed for two weeks. Here's what we built to make sure it never happens again.
Six weeks ago, a LangChain agent we'd deployed for a B2B client started failing on roughly 30% of its...
Why AI agents need three types of memory (and how I built all of them)
Dev.to · Pragadeesh 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Why AI agents need three types of memory (and how I built all of them)
Most "agent memory" today is one thing wearing three hats: a vector database.You embed the past, you...
Designing AI Chatbots with Human Psychology: Why Treating AI as Social Actors Unlocks Better Trust…
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Designing AI Chatbots with Human Psychology: Why Treating AI as Social Actors Unlocks Better Trust…
As AI chatbots weave deeper into enterprise functions and customer touchpoints, understanding how humans psychologically interact with… Continue reading on Medi
Designing AI Chatbots with Human Psychology: Why Treating AI as Social Actors Unlocks Better Trust…
Medium · Data Science 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Designing AI Chatbots with Human Psychology: Why Treating AI as Social Actors Unlocks Better Trust…
As AI chatbots weave deeper into enterprise functions and customer touchpoints, understanding how humans psychologically interact with… Continue reading on Medi
Bilişsel Sinerji ve Yanılsamalar: Otonom Sistemler Çağında Karar Almanın Yeniden İnşası
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Bilişsel Sinerji ve Yanılsamalar: Otonom Sistemler Çağında Karar Almanın Yeniden İnşası
Modern organizasyonlar, hiper-rekabetçi ve çok değişkenli pazar dinamiklerinde ayakta kalabilmek için eşi görülmemiş bir veri işleme… Continue reading on Medium
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Designing AI Agents: Principles for Success
Understanding Agentic AI: Design Principles for Effective AI Agents AI agents are the unsung heroes of our digital experiences, but do you really know what make
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
Agentic AI: The Revolution of Autonomous AI Agents and Intelligent Automation
Agentic AI: The Revolution of Autonomous AI Agents and Intelligent Automation The landscape of artificial intelligence is continuously evolving, pushing the bou
What Six Arguing AI Agents Taught Me About Building One That Actually Works
Dev.to · lenin coronel 🤖 AI Agents & Automation ⚡ AI Lesson 4d ago
What Six Arguing AI Agents Taught Me About Building One That Actually Works
I broke my own project on purpose, twice, before it worked. Here's the story. Round one:...