Welcome to Spectro Cloud Webinars — your home for every live session and on-demand replay, all in one place. 

Our promise to you: each episode brings practical, real-world conversations on the things your teams are tackling right now, from edge deployments to AI workloads and everything in between. 

You’ll hear directly from Spectro Cloud experts, along with the partners and customers building, running, and scaling these environments every day. 

Spectro Cloud

Your developers and their agents love AI coding assistants. Your CFO loves them less. Every prompt is another coin in someone else's machine. Gartner predicts AI coding costs will pass the average developer's salary by 2028. You could say that token costs are the final boss of enterprise AI. Well, we've got the cheat code to help you beat it.

Join Saad Malik (CTO, Spectro Cloud) and Pedro Oliveira for a speedrun of AMD Instinct Coder: a turnkey inference solution from AMD, Spectro Cloud and Supermicro that runs coding workloads on local models by default and routes to frontier models only when the task earns it.

We'll walk you through it level by level:

**Level 1** — The coin-op problem: why per-token pricing punishes success

**Level 2** — The routing architecture: local by default, frontier by policy, every token metered

**Level 3** — Live demo: watch requests route in real time

**Boss fight** — The ROI math: calculate how much you could save

**Free play** — Your questions, answered live

If you like what you see, you could be live in about two weeks. So what's stopping you from pressing START?
