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⚡ AI Lessons
Dev.to · Marc
📐 ML Fundamentals
⚡ AI Lesson
3w ago
You asked how I know what the model did. Here are the answers, with numbers.
I wrote about our AI pipeline costs a while back. The comments were better than the post. Valentin...
Dev.to · Marc
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Multi-Tenant AI Chat: From Hardcoded Config to BYOK in 4 Steps
Two tenants, two AI providers, two prompts. Sounds simple, and on day one it is. That's the trap. It...
Dev.to · Marc
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
We Shipped a Mortgage Calculator Bug Where Every Test Was Green and the Answer Was Still Wrong
A review pass on our credit calculator flagged something that should have been impossible: a finding...
Dev.to · Marc
🏗️ Systems Design & Architecture
⚡ AI Lesson
2mo ago
Your event store is already your audit log
Your event store is already your audit log Almost every SaaS I've worked on ends up with...
Dev.to · Marc
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
How do you prevent AI-generated code from drifting away from your conventions over time?
We've been generating production features with AI for a while now — auth flows, billing hooks,...
Dev.to · Marc
🌐 Frontend Engineering
⚡ AI Lesson
2mo ago
Multi-Tenancy in Bun/Hono Without Boilerplate
Every multi-tenant SaaS has the same problem: you need to make sure every query only returns data for...
DeepCamp AI