Is GPT-6 Astra currently available in AI Foundry?
Has anyone successfully accessed or deployed GPT-6 Astra through AI Foundry? I'm seeing it listed in the model leaderboard, but I'm unsure whether it's generally available or still…
Azure OpenAI
How Can I Use My Visual Studio Azure Credits for AI Model Access?
I have a Visual Studio Enterprise subscription that includes $150 in Azure credits, and I'd like to use them while learning about AI and agentic coding. My plan…
What’s the fastest way to get a Microsoft for Startups Investor Referral Code?
We're a small, bootstrapped proptech SaaS company in India with about 15,000 organic users and no marketing spend. Our product is built entirely on Azure, with most of…
What’s the fastest way to get a Microsoft for Startups Investor Referral Code?
We're a bootstrapped proptech SaaS company in India with about 15,000 organic users and no marketing spend. Our product is built entirely on Azure, and we've used roughly…
How Can I Get Newer Azure OpenAI Model Quota with Microsoft for Startups Credits?
I'm using roughly $5,000 in Microsoft for Startups Azure credits for Azure OpenAI and Microsoft Foundry. My main goals are agentic coding in VS Code, complex software development,…
Can Microsoft waive about $14,000 in unauthorized Azure OpenAI charges?
We're a small startup dealing with roughly US$14,000 in unauthorized Azure OpenAI usage overnight. A compromised API key exhausted our Microsoft for Startups credits and appears to have…
Azure API Key Compromise Caused a $14,000 Spike—Can the Charges or Startup Credits Be Waived?
We're a small startup dealing with roughly US$14,000 in unauthorized Azure OpenAI usage overnight. A compromised API key exhausted our Microsoft for Startups credits and created additional pay-as-you-go…
What’s the best way to learn Terraform and Azure for AI applications from scratch?
I have solid hands-on experience building agentic AI and RAG systems, but I'm starting from zero with both Terraform and Azure. I've used AWS tutorials before, though that…
Which approach is better for detecting shadow AI in Azure: CrowdStrike, Orca, or native controls?
We primarily use CrowdStrike for endpoint protection and EDR, and recently tested its cloud security module for AI security posture management in Azure. It felt more like an…
What’s the best way to detect shadow AI deployments in Azure: CrowdStrike, Orca, or native controls?
We primarily use CrowdStrike for endpoint protection and EDR, and recently tested its cloud security module for AI security posture management in Azure. It felt more like an…
Why does Azure OpenAI pricing look so much higher than other providers?
I'm evaluating GPT models for a client that strongly prefers OpenAI. I compared using OpenAI's API directly, OpenRouter, and Azure. Since the company already runs on Azure, they…
Why does Azure charge so much more for the same OpenAI model?
I'm evaluating GPT models for a client that strongly prefers OpenAI. I compared using OpenAI's API, a third-party model gateway, and Azure. Since the client already runs on…
Why is GPT-5.6-Luna still charging $6 per million output tokens?
When deploying GPT-5.6-Luna with short context in the Global environment, the pricing shown in the deployment flow lists output tokens at $6 per million. However, the published announcement…
Why is GPT-5.6 so slow on Azure?
GPT-5.6 was released a few days ago, and I tried running it through Azure because I have substantial platform credits available. The model initially produced output at roughly…
How can I enforce a dollar spending cap for Azure OpenAI or Foundry?
I'm trying to set a hard spending limit in dollars for Azure OpenAI/Foundry. I don't want to place an API gateway in front of it; I'd prefer the…
Where can I find pricing for GPT-5.6 models in Azure Foundry?
I'm trying to find the current pricing for the GPT-5.6 model family in Azure Foundry, but I can't locate any entries in the public retail pricing API or…
What are the benefits of using Azure OpenAI resources compared to Azure AI Foundry?
I'm curious about the differences between Azure OpenAI resources and Azure AI Foundry resources. From what I've gathered, Azure AI Foundry seems to be a more comprehensive option,…
Issues Deploying AI Resources on Azure for Students Subscription
I'm trying to set up Azure OpenAI and Document Intelligence resources for a project using my Azure for Students subscription, but I'm running into a problem. Every time…
Is it possible to compare data between two PDFs?
I'm looking to find out if I can compare two unstructured documents, like a Purchase Order and an Invoice. I know that it's possible to extract text from…
Can I Compare Two PDFs and Find Discrepancies?
I'm looking to figure out if it's possible to compare two unstructured documents, specifically a Purchase Order and an Invoice. While I know it's feasible to extract text…