Tutorials Intermediate
Clef Decision Models: Route Support Tickets in Python
Cloudflare's open Clef models return typed probabilities, not text. Build a cheap cascade router.
12 min read·Kodetra Technologies
TodayHow-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.
Tutorials Cloudflare's open Clef models return typed probabilities, not text. Build a cheap cascade router.
Tutorials A Python router that buys Ultrafast speed only where users wait, with fallback and cost tracking.
Tutorials Forced tool use now 400s on Claude Sonnet 5.5. Replace it with strict tools and a retry guard.
Tutorials Route each task to the right Claude Opus 5 effort level and cut your token bill.
Tutorials WWDC let iPhone users pick ChatGPT, Gemini, or Claude. Build the same model router in Python.
Tutorials Build event-driven multi-agent pipelines in CrewAI Flows: @start, @listen, @router, state.
Mobile Open your app from any https URL with Expo Router. iOS + Android setup that actually works.