Dev.to AI

Why AWS CodePipeline + ECS falls short for production-grade microservices (and how EKS fixes it)

I've been deep in the weeds with both stacks recently, and here's the pattern that keeps showing up:…

Making LLM security verdicts verifiable: the evidence gate pattern

Every "AI security analyst" I tried had the same flaw: a correct verdict and a confident-but-wrong o…

Email Marketing for Small Business on $0 Budget

Email Marketing for Small Business on $0 Budget In the world of digital marketing, email marketing …

How to Automate Excel Tasks with AI (No VBA Required)

I spent 6 hours last month on a spreadsheet. Cleaning data. Fixing formats. Matching entries betwee…

Vibe Coding: How I Build Apps Without Really Coding

I shipped 4 products last month. None of them required me to write more than 50 lines of code manual…

Beyond the .tflite File: Mastering High-Performance Edge AI with MediaPipe Tasks and AICore

For years, the workflow for Android developers looking to implement on-device Machine Learning (ML) …

Software Development Changed. Good Engineering Didn’t.

Over the last 10 years, software development has changed dramatically. Products are built faster, te…

# Building AIoT Systems: How AI and IoT Are Creating Smarter Industrial Apps

Artificial Intelligence (AI) and the Internet of Things (IoT) have both reshaped modern technology, …

Sell AI-Generated Email Campaigns

Title: From Inbox to Profit: How Local Businesses Can Sell AI‑Generated Email Campaigns I…

Half-Baked Products: How to Spot, Avoid, and Fix Them

Half-Baked Products: How to Spot, Avoid, and Fix Them Meta Description: Discover what makes a half…

AI Agents as Digital Employees: Architecture and Lessons from Practice

The "digital employee" is the most heavily sold and least understood product of 2026. Vendor slides …

Chunked Prefill: Why One Long Prompt Freezes Your LLM Server

You ship an LLM service. p50 latency looks great. Then a user pastes a 40-page contract into the cha…