Dev.to AI

🆘 One Tap Can Make All the Difference – Emergency SOS in FamilyLock PRO

Emergencies can happen anytime. With FamilyLock PRO, your child can send an Emergency SOS alert with…

I Built a 3-Layer Prompt Cache and Cut My LLM Costs by 73%

I was burning through $200/month on LLM API calls. The worst part? I knew at least half of those req…

Stratagems #11: Lena Watched Her Own AI Platform Get Cut. An Ember Stayed.

Better to sacrifice a part to preserve the whole. — The 36 Stratagems, Sacrifice the Plum Tree to Pr…

My $2,847/Month Developer Side Hustle Stack (2026 Edition)

Honestly, every Sunday night I open the same Notion database. It's nothing fancy — just a table call…

{

{ "title": "A Practical Knowledge Pipeline for AI Agents: Web, Video, Docs, and Cloud Sync", "bo…

Unlocking Open-Weights: A Developer's Guide to Integrating Open-Weight LLM APIs

The AI landscape is shifting. While closed-source models have dominated the headlines, a quiet revol…

Seven Ways Your Agent Dies — And You Won't Know Until It's Too Late

Seven Ways Your Agent Dies — And You Won't Know Until It's Too Late 2026 is the Year of the Agent…

What Happens After AI Generates a Web Page? A Visual Editing Workflow for Non-Developers

AI can generate a web page draft in minutes. That is useful, but in real work the first draft is rar…

Why Garage Door Companies Lose Same-Day Jobs to Their Own Phone (and What Actually Fixes It)

A garage door call is not like other home-service calls. When a spring snaps at 7 a.m., someone's ca…

How Does the Internet Pay?

The internet got very good at moving information. It's still surprisingly bad at moving money. I thi…

How to Edit Family Videos When You Have No Time

Most families have the same problem. There are hundreds of videos on someone's phone, birthday parti…

Follow-up: From Indie Hacking to Success: Rashid Khasanov's J

Following my colleague's insightful breakdown of Rashid Khasanov's journey from indie hacker to succ…