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⚡ AI Lessons

Dev.to · Alexey
2d ago
Does Quantization Break Tool-Calling? I Measured It on a 4GB Laptop GPU (BFCL, 3 Seeds, Bootstrap 95% CI)
"Is Q4 safe for tool-calling?" gets asked constantly in local-LLM circles, and the answers are almost...

Dev.to · Alexey
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
My Backend Looked Serious But Nothing Worked
Yesterday I opened my project and just stared at it. Not in a dramatic way. More like: I opened Zed,...

Dev.to · Alexey
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
SSH died. Spent 3 hours fixing the wrong thing.
Three or four days ago I deployed a Gitea runner, tested it, closed the terminal and moved on. Today,...

Dev.to · Alexey
1mo ago
I got tired of setting up Go projects from scratch, so I built a scaffolding CLI
Before I wrote any actual business logic in my last project, I spent days just setting up the...

Dev.to · Alexey
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
My friend wanted GitLab. He got Gitea and Nextcloud for Obsidian instead.
A friend sent me an article about GitHub potentially getting blocked in Russia and asked me to spin...

Dev.to · Alexey
🔢 Mathematical Foundations
6mo ago
The Benchmarking Trap
It all started when I was watching a video about optimization and came across a familiar textbook...
![Building a Multi-Connection Redis Server with Ruby's Async Library [Part 1]](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Frgob3otzkxxmg9gzanjo.png)
Dev.to · Alexey
🔧 Backend Engineering
⚡ AI Lesson
1y ago
Building a Multi-Connection Redis Server with Ruby's Async Library [Part 1]
Recently I've started Codecrafters' Build your own Redis (which I highly recommend!). One of the...

Dev.to · Alexey
📣 Digital Marketing & Growth
⚡ AI Lesson
1y ago
Persistent Redis Connections in Sidekiq with Async::Redis: A Deep Dive.
TL;DR: In this post I explain how you can have persistent connections to Redis using Async::Redis...
DeepCamp AI