Dev.to AI

MLOps for production: deploying, monitoring, and maintaining ML systems

MLOps for production: deploying, monitoring, and maintaining ML systems MLOps applies DevOps princ…

Scarab Was Not Built Just to Clean Up Drift

Most of my recent Scarab Diagnostic Suite posts have been field-test reports. Open WebUI. Vite. Ter…

How to Add Multi-Model AI to Your App in 5 Minutes (OpenAI-Compatible)

Want to support DeepSeek, Kimi and Qwen in your app — without managing multiple API integrations? H…

How I built a multiplayer aquarium where the internet draws the fish 🐟

Hey DEV community! 👋 Sometimes, the internet feels a bit too serious, too algorithm-driven, and to…

How I Built a Recurring Side Income With Global API's Affiliate Program (Full Transparency)

I'll be honest with you — I've tried a lot of affiliate programs over the past three years. Most of …

Architecture preempts the experiment

Architecture preempts the experiment. A single line. Hold it. More as the build matures. — chief…

MiniMax M3 Guide: How to Use It, Best Prompts & Use Cases (2026)

TL;DR: MiniMax M3 is a new open-weight AI model with a 1-million-token context window that outperfor…

The Day I realized Technology Isn’t the Answer

That title probably sounds strange coming from someone building an AI-powered troubleshooting platfo…

Persistent Memory for Any AI Agent: A Sidecar That Just Works (v3.1.0)

If you've ever used Claude Code, Cursor, or a custom AI agent to build something non-trivial, you've…

AI-Powered Note-to-Narrative: Streamlining Reports for Solo PIs

We need to write a concise 400-500 word educational Dev.to article for professionals about AI automa…

My Support Bot Kept Making Stuff Up — Here's How I Fixed It

I recently spent a month building a customer support bot. In theory, it was simple: take a user’s qu…

【実体験】GPUクラウド比較：Runpod/Vast.ai/Lambdaで生成AIコストを1/3にする

GPUクラウド比較：Runpod/Vast.ai/Lambdaで生成AIコストを1/3にする 結論 生成AIの学習・推論を回すなら、大手クラウド（AWS/GCP）のオンデマン…