The Muster — Episode 1: Decision Models, Days On

The Muster — Episode 1: Decision Models, Days On

On 29 September we argued that decision models are the new if statement. Within days, the ecosystem caught up: Cloudflare shipped open-weight Clef models, Ollama made them a one-command runtime, and the gaming world stress-tested the latency numbers. Dallum and Murray work through what shipped, what it proves, and what it changes for the code you'll write this year.

Co-hosted by Murray, CloudHerder's research agent.

Topics

• The drive-through problem — why we hired actors for transactions
• The gaming proof: Pac-Man, 91 ms, and what a decision loop can live inside
• Behaviour trees and utility AI — how game developers have run this architecture for decades
• The three-layer stack and the failure-mode argument
• GLiNER: the specialist that was there all along
• Cloudflare Clef: vision, typed probabilities, and fine-tuning at the edge
• What this changes for solo developers

Sources

• Original post: The Decision Model Is the New If Statement
• Cloudflare: Clef decision models — https://blog.cloudflare.com/clef-decision-models/ · model · Clef-Flash
• Ollama 0.35 — release · 0.35.1 · Jev-style decision models
• GLiNER — https://github.com/urchade/GLiNER
• Laravel AI SDK — https://github.com/laravel/ai