Call GPT-6 Astra through DigitalOcean with the Responses API
Call GPT-6 Astra through DigitalOcean with the Responses API. Check access, create a key, send a request and compare costs before adding routing or agents.
Explore the journal
AI Development
Provider setup, testing, and production considerations for useful AI workflows.
Build AI features with clearer boundaries.
Showing 4 of 4 articles
Fix an OpenCode provider error with a read-only test
Diagnose OpenCode key, endpoint, model and permission failures with a disposable fixture, a read-only request and a denied edit.
Run a Private, Always-On OpenClaw Assistant
Deploy OpenClaw on a fresh Droplet, pair one private channel, and verify its service and access boundary before you grant broader access.
Set Up OpenCode with Serverless AI Inference
Connect OpenCode to serverless inference, prove a read-only request in a disposable project, then use the same connection in T3 Code.