Local LLM vs Cloud API: The VRAM Math, Unit Economics, and Routing Architecture

October 27, 2026 · Dev.to

Pricing metered API data to the cent without losing a single fraction
Written for: developers building usage-based billing who want to see how one backend handles it. Hey, fellow developer.
YouTube subtitles to SRT and VTT from code: language tracks, cue timing and a fallback
You have a list of YouTube videos and you need subtitle files for them: .srt for an editor or a video player, .vtt for a
We built a small device to keep an eye on our AI coding agents
If you're using Claude Code, Codex, or other AI coding agents, you've probably ended up with a bunch of terminal windows
How Does a Chatbot Remember? The Engineering Behind Context and Memory
One of the interesting things about using a chatbot is how naturally a conversation can continue. I can ask a question,
Rising concentration in AI stocks poses a risk: Kunal Kapoor, Morningstar CEO
Kunal Kapoor, the CEO of Morningstar, voiced unease about the dangers of focusing investments heavily on AI stocks durin