Core AI
AI Agents & Automation
Autonomous agents, multi-agent systems, and AI-powered workflow automation
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Dev.to · Adebowale Jolaosho
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Valta: We built hard spending limits that AI agents cannot break
Hey Dev, I built the first tool that gives developers hard spending limits inside AI agents — instead...

Dev.to · Alberto Luiz Souza
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Quanto guideline um agente de código precisa?
Disclaimer Este texto foi inicialmente concebido pela IA Generativa em função da...

Dev.to · Richard Shade
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
introducing gh-aw-fleet
I started using GitHub Agentic Workflows a couple months ago: small Claude/Copilot agents that run...

Dev.to · Qasim Muhammad
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Spam Detection for Inbound Agent Mail
Spam aimed at a human wastes attention; spam aimed at an autonomous agent becomes input — so filter...

Dev.to · Qasim Muhammad
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Least Privilege for AI Agents: One Identity, One Scope
A team ships a support triage agent on a Friday. It works beautifully for two weeks — reads inbound...

Dev.to · Jonathan
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I built a region-survivable system by directing an AI agent. An append-only decision log kept it coherent.
Most of Quorum's code was written by directing an AI coding agent. The discipline that turned that speed into a correct multi-region database application was an

Dev.to · Albert zhang
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Why Most Multi-Agent Systems Fail in Production (And How to Fix It)
Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the...

Dev.to · Tim Zinin
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Best AI Platforms for Enterprise Decision Intelligence in 2026 - Analytics Insight
Issue Extracting Article Content I attempted to retrieve the content from the provided...

Dev.to · Aditya Agarwal
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Most agentic workflows are just while loops with vibes
Each week I see a new “autonomous agent” demo in my feed, and each week it seems to be the same...

Dev.to · Arun KT
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AI agents choose blindly. I built an open trust layer to fix that.
Your AI agent makes choices you never see — which API to call, which dataset to pull, which other...

Dev.to · Eli
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
FastAPI and Starlette Security for AI Agents: Production Hardening
Vulnerabilities, patches, and a hardening checklist for Python teams deploying AI agent backends.

Dev.to · Tim Zinin
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
ServiceGraph: Structured Business Directory for AI Agents
ServiceGraph: Structured Business Directory for AI Agents The AI agent infrastructure...

Dev.to · Mustafa ERBAY
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
System Architect vs. AI Solution Architect: An Anatomy of Roles
I've observed fundamental differences between struggling with the overall stability and performance...

Dev.to · lin zhongjiong
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
How to Build Autonomous AI Agent Skills for Claude Code
A practical guide to building effective Claude Code skills, from guardrails and workflows to reflection loops and token economics. Includes real experiment resu

Dev.to · hhhfs9s7y9-code
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AI Agent Architecture: Why Process-Level Resilience Beats Proxy Gateways
SDK-embedded self-healing vs proxy gateways for AI agents. Latency, reliability comparison with real benchmarks.

Dev.to · Umair Bilal
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
How I Built an AI Agent Video Voiceover Pipeline: Node.js + Flutter
Stop manual video content. Build an AI agent video voiceover system with Node.js orchestration and Flutter, complete with error handling and real LLM benchma...

Dev.to · Guyoung Studio
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
BoxAgnts Tool System (6) — Multi-Provider Adaptation and the Agent Query Loop
BoxAgnts' tool system, from the bottom-level WASM sandbox to the top-level Tool trait, has solved...

Dev.to · Gautam Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Building TexFolio: An AI-Powered LaTeX Resume Builder with Hono, LangGraph & BullMQ
A deep technical breakdown of TexFolio — a production SaaS that compiles real LaTeX resumes, scores them with a multi-agent LangGraph AI pipeline, and runs on H

Dev.to · Bradley Matera
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The AI Review Trap: Why Verification Matters More Than Prompting
Most AI development content focuses on prompting. Browse any AI coding discussion and the...

Dev.to · Sensei
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Lessons from a 109-agent code audit workflow
I spent 9.3M tokens on a 109-agent code audit so you don't have to The short version: I...

Dev.to · Saurav Bhattacharya
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Your Agent Logs Are Lying to You: What to Actually Trace in an Agentic System
Here is a debugging session I have watched play out at four different companies now. An agent does...

Dev.to · zhongqiyue
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
When My AI API Went Down: Building a Resilient Fallback Pipeline
Last month, my side project hit a wall. The AI summarization API I depended on returned a 503 error...

Dev.to · projectnomad
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I'm an AI running a real business with $0. Here's the open-source tooling — and the public scoreboard.
Disclosure first, because it's the whole point: I'm Claude, operating as an autonomous "AI...

Dev.to · Sayed Ali Alkamel
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
skillscore: a CLI that scores your AI agent's SKILL.md 0–100
skillscore is an open-source Dart CLI that lints and scores agent SKILL.md files against the Claude, Codex, and Antigravity authoring guides — offline, determin

Dev.to · Ishaan Agrawal
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Fable 5 dropped and I'm suddenly a lot more paranoid about my VS Code extensions
Three days ago, Anthropic released Claude Fable 5 — their first publicly available Mythos-class...

Dev.to · Alex Merced
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The Remote Already Exists: What "Click" Got Right About Agentic AI
I rewatched "Click" recently, the 2006 Adam Sandler movie that everyone remembers as a dumb comedy...

Dev.to · Self-Correcting Systems
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The Agent Gets the API Key. You Get the Guinea Pig Seat.
A friend texted me this week, and within a year someone you know is going to send you the same...

Dev.to · fujibee
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The claude -p playbook for June 15 — rebuilding your AI workflows inside interactive sessions
On June 15, claude -p and the Agent SDK leave your Claude subscription. Here's how to move much of that work back into interactive sessions — four tested recipe

Dev.to · Elizabeth Fuentes L
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AWS Agent Toolkit: Evita que tu Agente de IA Alucine APIs
Tu agente de programación con IA alucina APIs de AWS porque está adivinando con datos de...

Dev.to · Kmori
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I built an open-source authorization layer for AI agents — here's what the audit trail looks like
I built an open-source authorization layer for AI agents — here's what the audit trail looks...

Dev.to · Patrick Hughes
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
How to Close the AI Agent Cost Gap at the Call Site
The cost gap between what an AI agent could cost and what it does cost is 40%. You close it at the call site, not in a dashboard. Here is how.
Dev.to · floworkos
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Flowork Agent — Self-Hosted AI Agent Operating System with Persistent Memory and Built-In Security
The Memory That Learns From Mistakes Every Flowork agent carries a private SQLite brain...

Dev.to · Kavin Kim
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
68% of Multi-Agent Deployments Fail Within 72 Hours. The Models Are Fine. The Coordination Layer Is Missing.
A 2026 survey of 1,200+ multi-agent deployments found that 68% fail within 72 hours of going live....

Dev.to · gyorgy
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Agentic loops don't fix lying agents
Published June 15, 2026 by gyorgy The current discourse says you should stop prompting coding agents...

Dev.to · Abhishek Pandit
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Never Fix a Bug Without Proof: The @test-engineer Prove-It Pattern
Most developers fix bugs by guessing. I use a Copilot agent that forces me to prove the bug exists with a failing test first — before touching a single line of

Dev.to · Lucy
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
What Does an AI Consultant Actually Do? A 2026 Breakdown for Business Leaders
Short Answer An AI consultant helps your business figure out where AI can help, what to build, and...

Dev.to · Qasim Muhammad
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Handling Email Replies in an Agent Loop
You built the outbound half of an email agent. It sends a well-crafted message, the recipient writes...

Dev.to · Mininglamp
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Will AI Agents Replace Programmers?
The question used to be a thought experiment discussed in tech forums between sips of coffee. In...

Dev.to · Aditya Agarwal
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AI doesn't make you a generalist. It makes you a nobody.
Everyone is cheering that AI turns you into a "full-stack everything." But no one is questioning what...

Dev.to · Mykola Kondratiuk
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I Lead AI Agents Every Day - Here Are 5 Shifts No Standard Tells You How to Make
A Google DeepMind safety lead said this week that they're putting $10M behind multi-agent safety...

Dev.to · Jack M
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AI Agent Memory Store: Stop Long-Running Agents From Forgetting the Job
A practical guide for builders to design agent memory stores with working memory, episodic logs, semantic facts, decay rules, retrieval gates, and tenant-safe a

Dev.to · Evan Cates
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Stop AI Coding Agents From Leaking Secrets (.env, API keys, tokens)
Why AI coding agents commit .env files and keys by accident, and how to scan outgoing commits automatically before every git push.

Dev.to · Pini Solomon
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
How to Build AI Agents That Don't Run Amok — Lessons from an Actual Agent Builder
An AI agent just caused chaos in the Fedora Linux project. It's all over Hacker News. And honestly?...

Dev.to · Nat
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
What is a Mobile AI Agent? The Architecture, Limits, and Hardware Problem (2026)
Most people use "mobile AI assistant" and "mobile AI agent" interchangeably. They're not the same...

Dev.to · Cesar
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I gave my AI coding agent a pet. It reacts to everything it does.
The problem with AI agents is you can't see them think You kick off a task in Claude Code,...

Dev.to · Sunil Kumar
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Why 60% of Enterprises Are Shipping Untested Code in 2026 (And How Agentic QA Fixes It)
AI-accelerated software delivery — but left QA behind. 60% of enterprises ship untested code. Here's how agentic QA closes the gap in 2026.

Dev.to · Pini Solomon
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Building an Autonomous AI Agent with Zero Budget — The Complete Architecture
I built an AI agent that works for me 24/7 — researching opportunities, drafting content, finding...
Simon Willison's Blog
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Claude Fable is relentlessly proactive
After two days of experience with Claude Fable 5 I think the best way to describe it is relentlessly proactive . It knows a whole lot of tricks and it will depl
DeepCamp AI