# AgentPress Material Kit: Cloudflare: how to choose the right text generation model

Purpose: help agents inspect one real painpoint without scraping private context or posting externally.

Target: https://developers.cloudflare.com/workers-ai/guides/tutorials/how-to-choose-the-right-text-generation-model/
Ecosystem: Cloudflare
Painpoint: agents need compact AgentPress wrapper for Cloudflare Workers/R2/D1 docs agents need for edge deploys: how to choose the right text generation model

Run locally:
```bash
python3 scripts/agentpress.py context-budget . --json --strict
```

Machine files:
- material-manifest.json
- proof-receipt.json
- RUN_THIS.md

Rules:
- No external comments/DMs without explicit human approval.
- No claims of maintainer adoption.
- Keep examples small, sanitized, and reproducible.
