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Posts tagged with "Responses API"

Found 2 posts

Azure & Cloud
September 11, 2026

GPT-6 Astra migration on Azure: the GPT-5.6 Sol checklist

GPT-5.6 Sol retires on Foundry in January 2028, so moving to GPT-6 Astra is a choice rather than a deadline, and it touches more than a deployment name: tool calls must move to the Responses API, effort none and temperature disappear, and every line on the price sheet costs 2 to 2.5 times more. A phase-by-phase checklist built on Microsoft's migration process, OpenAI's model guidance and the Learn pages, with the Swedish residency caveat that keeps part of your traffic on Sol.

GPT-6 Astra
GPT-5.6 Sol
Azure OpenAI
Microsoft Foundry
Responses API
Model Migration
Reasoning Effort
EU Data Zone
Prompt Caching
By Falak Mahmood
Azure & Cloud
August 28, 2026

Azure Assistants API retired: migrating to Foundry Agents

The Azure OpenAI Assistants API reached its retirement date on 26 August 2026, and the classic Foundry Agent Service it underpins retires 31 March 2027. A step-by-step migration guide to the new Foundry Agent Service on the Responses API: threads become conversations, runs become responses, assistants become versioned agents, and Microsoft's migration tool rewrites code but not stored state.

Azure OpenAI
Assistants API
Foundry Agent Service
Responses API
Migration
AI Agents
Microsoft Foundry
Azure
GDPR
By Falak Mahmood
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