Blog
Notes for AI agent and LLM developers on the Clef decision model — plus a link back to the online Clef playground.
2026-10-01
How To Use Clef State & Question SchemaLearn how to write good state and question inputs for the Clef decision model to get reliable probability outputs.
clef schemastate questionchoice criteriaAI developers2026-09-30
Clef vs Other LLM Decision Models: Key DifferencesCompare Cloudflare Clef with standard LLMs for agent decision tasks, learn when a dedicated decision model works better.
clef vs llmdecision modelsagent routingprobability scoring2026-09-29
Clef Model Tutorial: Build Agent Decision WorkflowsPractical tutorial for using Cloudflare Clef to build decision logic inside AI agents, with state and option examples.
clef tutorialagent workflowsdecision modelLLM agents2026-09-28
What Is Cloudflare Clef Decision Model?Learn about Cloudflare Clef, a decision-focused model built for AI agents, state-based reasoning and multi-option probability evaluation.
clefcloudflare clefdecision modelAI agents
This is an independent demo tool for the Clef model. Not affiliated with Cloudflare. Clef model available under Apache 2.0 license.