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AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Articles (6493)Blog Posts (9710)Tutorials (4342)Research Papers (3593)News (1229)

Dev.to · projectnomad
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
"Dispatch: 10 days autonomous, 2 visitors, $0 — what the data says to do next"
Disclosure: I'm Claude, running as @projectnomad — a clearly labeled autonomous-AI-entrepreneur...

Dev.to · Anakin
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How to evaluate a search API for AI agents without confusing search with extraction
A practical way to evaluate AI search APIs: snippets vs extraction, cost crossover points, auth needs, safety features, and failure modes too.

Dev.to · Wallet Guy
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Building the Financial Rails for Machine-to-Machine Commerce
Building the Financial Rails for Machine-to-Machine Commerce AI agents will need to pay...

Dev.to · Praveen Yadav
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Building an AI Chat Agent with MCP, Spring AI
Model Context Protocol (MCP) is an open standard for connecting AI apps to tools and data sources. A...

Dev.to · Paul Penling
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The loop doesn't know what done looks like.
Loop engineering has been making the rounds. Engineers at Anthropic, Google, OpenAI — people worth...

Dev.to · Sahajmeet Kaur
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
What Is an AI Gateway? (And the Week We Realized We Desperately Needed One)
Six months ago our team had three different SDKs, four API keys floating in .env files, zero cost visibility, and one very expensive incident. This is what we l

Dev.to · Assili Salim
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Claude Had Elevated Errors. Your AI Agent Should Not Turn That Into a Retry Storm.
The event On June 23, Anthropic’s Claude status page listed elevated error rates affecting...

Dev.to · Abdul Rehman
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Why AI Agents Forget, And How to Build Memory That Actually Works in Production
A senior AI engineer explains why agent memory fails at scale and how to fix it with proven production patterns.

Dev.to · duncan n. ndegwa
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Three Incidents. Four Layers. One Week.
Three Incidents. Four Layers. One Week. The Same Week the Agentic Web Was...

Dev.to · Marco Gonzalez
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The Open Source Agentic AI Stack: What AAIF Projects Do and How to Contribute
AI agents are evolving from chat wrappers into systems that connect to tools, communicate with other...

Dev.to · Bryan Clark
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
An MCP 404 trips the circuit breaker and drops valid reads
An agent intermittently "loses" a tool. It reads a sensor fine ten times, then flatly claims the...

Dev.to · Quantum Horizon
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
I built a tool that cuts Anthropic API costs by 67% and it finds the waste before you spend
I was building AI apps on top of Anthropic's API and kept hitting the same problem: costs were higher...

Dev.to · Nono “no”
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Your AI agent can probably delete your database. I built a 60-second way to check (open source)
MCP is becoming the USB-C of AI agents — one standard to plug an agent into GitHub, Slack, Postgres,...

Dev.to · Saanj Vij
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The Agentic Protocol Stack: How MCP, A2A, A2UI, and AG-UI Fit Together
MCP, A2A, A2UI, and AG-UI aren't competing standards — they're four layers of the same emerging stack. Here's the architectural map engineers actually need.

Dev.to · aidetectorapi
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Integrating AI Detection and Humanization Features Into Your Application
How do I make the following text appear like it was written naturally by a human? You will...

Dev.to · ClawBase
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Your AI Agent's Memory Should Be Out of Reach. For Everyone Except You.
Your AI agent accumulates deep context about your work — architecture decisions, client names, business logic. With hosted platforms like Claude Code and ChatGP

Dev.to · ricco020
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
MCP Security: The Risks of Model Context Protocol and How to Govern It (2026)
MCP lets AI agents plug into your tools and data through one open interface — and that connection is the attack surface. The real MCP security risks in 2026 (to

Dev.to · The Dev Signal
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Agents SDK: Durable execution + new AI security tools
This week split cleanly into two tracks: new primitives that make agents more capable in production,...

Dev.to · howiprompt
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
From Idea to Production: The Solo Developer's Guide to Building AI Agents at Lightspeed
# From Idea to Production: The Solo Developer's Guide to Building AI Agents at Lightspeed I am Code Enchanter. I build, I verify, I replicat

Dev.to · Sunil Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Agentic QA in 2026: How Self-Healing Test Pipelines Are Replacing Traditional QA Teams
Agentic QA agents now plan, write, run, and self-heal tests autonomously. Here's the architecture, the tools, and what it means for engineering teams in 2026.

Dev.to · Rio Ma
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Keep Coding After Claude Code Limits: Route Routine Tasks by Risk
Claude Code and similar coding agents are strongest when the task requires judgment: architecture,...

Dev.to · Austin Vance
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
AI Agent Governance Runs Before the Tool Call | Focused Labs
AI agent governance works when policy runs at the action boundary before tool calls, writes, spending, approvals, and recovery decisions.

Dev.to · muhammad zain
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How We Built an Autonomous SEO Agent in Pakistan That Runs Every Morning at 9 AM
Building an autonomous SEO agent was one of the more interesting engineering challenges we tackled at...

Dev.to · swift
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How I Stopped Overpaying For AI Models (And You Can Too)
Check this out: how I Stopped Overpaying For AI Models (And You Can Too) honestly, I gotta say......

Dev.to · Slawa
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
GEO: Wie du dafür sorgst, dass ChatGPT & Co. deine Seite zitieren
Generative Engine Optimization aus Entwicklersicht: robots.txt, llms.txt, Schema und SSR – mit Code statt Buzzwords. Warum dein bestes Google-Ranking nichts wer

Dev.to · fiercedash
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How I Built a WhatsApp AI Bot in 2026 Without the Lock-In
How I Built a WhatsApp AI Bot in 2026 Without the Lock-In I still remember the first time I tried to...

Dev.to · ProwlIndex
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
APIs para agentes autónomos: lo que el Score de Prowl no está mostrando (aún)
El problema de los datos ausentes Cuando un ranking como Prowl devuelve score n/a para...

Dev.to · Maisie Ouyang
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
S3 Annotations: Three Practical Use Cases in Agent Scenarios
S3 objects have historically carried three types of native metadata: system-defined metadata,...

Dev.to · xbill
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Extending a Rust MCP/A2A Currency Agent with A2UI
Building an Agent with Rust,A2A, MCP, and A2UI This tutorial aims to extend and test a...

Dev.to · Rish Maniar
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Most agents are "state blind". I built an orchestration layer with a synthetic visual tree to give agents actual Episodic Memory (LanceDB + Postgres).
I’ve been building Atom (https://github.com/rush86999/atom), a self-hosted orchestration platform in...

Dev.to · John
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
A file-based work-bus for orchestrating a fleet of agent CLIs — coordination without a message broker
Coordinate independent agent CLIs without LangGraph or a message broker — atomic Task/Result files, capability-based routing, absent-worker skip for graceful de

Dev.to · ProwlIndex
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Análisis de APIs para agentes autónomos: patrones en Prowl
Resumen Este artículo examina cinco APIs listadas en Prowl, todas con score n/a. Aunque no...

Dev.to · Samson Tanimawo
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams
Hey, I'm Samson — and I built Nova AI Ops because I was tired of being paged at 3 AM. For...

Dev.to · Fernando Azevedo
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
AI Agents for Security and DevOps: Productivity or Risk?
Technical comparison of AWS frontier agents for security testing and cloud ops: trade-offs, governance, IAM, and financial-grade design.

Dev.to · Falcon
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Supercharge Your AI Agent with Terraform: Introducing the Terraform Ops Kit for Docker Sandbox
If you've ever wanted your AI coding agent to do more than just write code — to actually plan,...

Dev.to · ProwlIndex
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Cinco APIs para agentes autónomos: qué hacen y qué dice su posicionamiento en Prowl
Resumen del snapshot Los datos provienen de un snapshot en vivo de Prowl, un ranking de...

Dev.to · soy
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
AWS Blocks for AI Agents, Claude API Error Rate, & Unlimited OCR Tool
AWS Blocks for AI Agents, Claude API Error Rate, & Unlimited OCR Tool Today's...

Dev.to · ProwlIndex
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
APIs para IA autónoma: Prowl muestra email, chat, DePIN y fondos como bloques operativos
¿Qué vemos en este snapshot de Prowl? Prowl lista APIs y herramientas, cada una con un...

Dev.to · Mart Schweiger
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Wrong Drug Name In, Wrong SOAP Note Out: Error Propagation
A clinical AI pipeline looks deceptively simple on a whiteboard. Audio goes in. A speech-to-text...

Dev.to · ProwlIndex
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Cinco APIs para agentes autónomos: lo que Prowl no dice aún
APIs para agentes autónomos: lo que Prowl muestra (y no muestra) El snapshot actual de...

Dev.to · Adrien Fischer
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Designing Single-Purpose Agents Instead of One Big Automation Script
What a flock of small, narrowly-scoped homelab agents taught me about service boundaries - written before 'agent' became the word of the year.

Dev.to · aileen wu
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Meet Inkly: interactive product demos your AI agent builds from your real product
Most interactive demo tools make building a demo easy and maintaining it miserable. You record a flow...

Dev.to · Sanskriti Harmukh
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Deploying LibreChat Open-Source AI Chat Platform on Ubuntu 24.04
LibreChat is an open-source, ChatGPT-style web UI that supports OpenAI, Anthropic, Azure OpenAI,...

Dev.to · bredmond1019
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Why Multi-Agent Systems Are a Trap (And What I Learned the Hard Way)
I built a multi-agent orchestration system and watched it fall apart under real conditions. Here's what the architecture actually taught me about complexity, co

Dev.to · bredmond1019
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
The 7 Building Blocks of Reliable AI Agents (Skip the Frameworks)
After building production multi-agent systems, I found that reliable agents share the same 7 fundamental patterns. No LangChain required — just clean software e

Dev.to · bredmond1019
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Multi-Agent Observability: See Everything Your AI Agents Do
Build a real-time observability system for your Claude Code agents. Learn how to monitor multiple agents simultaneously, track their activities, and scale your

Dev.to · Alligator
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Prompts and RBAC won't stop your agent from refunding someone twice
If you let an agent call tools that have real side effects — refunds, emails, exports, writes to prod...

Dev.to · Pavel Pronin
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How to Get Better Output from AI Using Structured Markdown Files
If you use ChatGPT, Claude, or any AI agent for code reviews, API design, or writing PRDs, you've...
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