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Launching a startup is a race against time. Founders need to validate ideas quickly, release products before competitors, and adapt fast based on use
I streamed Mixtral 8x7B from NVMe on a $0.40/hour VM and got 3.32 tps — here's how Most people assume running Mixtral 8x7B requires an A100
Why I Open-Sourced Only Layer Zero For the past months I’ve been building a deterministic infrastructure foundation in Rust. Today I decided to publ
Over the past year, AI agent projects have flooded the landscape—autonomous coding assistants, browser automation tools, multi-agent orchestration fra
I built an unofficial desktop client for ntfy.sh and self-hosted ntfy servers. I use ntfy for things like server alerts, SSH login notices, automat
Last quarter I hit a wall. Our recommendation query on TrendVidStream had grown into a 140-line SQL monstrosity with seven self-joins on a video_relat
I spent way too long staring at this error. If you're here, you probably are too. Your requirements could not be resolved to an installable set of
Every app that touches personal data eventually hits the same wall. You've got a national_id column, an email, a phone number, maybe a credit card. Co
RTMP Server A lightweight RTMP live streaming server built with pure PHP. No Nginx or other streaming software required. ✨ Featur
When you're picking a WordPress maintenance tool, ManageWP is one of the names that always comes up. Founded in 2012, acquired by GoDaddy in 2016, and
Recently, I lost a lot of time reviewing and would have lost even more implementing, what I can only describe as vibe-written specs. Requirements tha
Encountered an interesting case about Trust Boundary Violation. Microservices are written in Golang. Code examples have been slightly modified.
I remember when I first started with Rails, I thought .count, .length, and .size were exactly the same thing. I used them interchangeably in my views
At ViralVidVault we surface thousands of European viral videos every hour, and last quarter we noticed an ugly pattern. About four percent of our reco
Getting Started with DeepSeek-Reasonix: A Practical Guide Introduction Getting Started with DeepSeek-Reasonix: A Practical Guide
The problem Every SaaS app eventually needs to answer the same questions: Which features do my users actually use? Who are my most active
I have been building Portlyn for weeks now. It all started with a problem I had with my homelab setup. It was not a deal but it was annoying every ti
Half the messages I send my coding agents these days start life as a voice note. I'm walking the dog, an idea lands, I mumble it into my phone, and la
Python Decorators Explained Simply Introduction Python Decorators Explained Simply is essential knowledge for every developer.
Exploring Backend Development with Rust and Go: Insights from Web Developer Travis McCracken As a web developer passionate about building robust and