Recent Blog
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How Can I Keep LLM API Costs Predictable When Usage Spikes?
What happens to an AI feature’s API bill when usage surges? This question looks at token usage, rate limits, retries, fallbacks, and the safeguards worth considering.
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How Can I Keep LLM Prompts Portable Across Different AI APIs?
How much of an LLM prompt can be shared across OpenAI, Claude, Grok, Perplexity, and DeepSeek? This question explores prompt portability, API differences, and practical ways to test behavior across providers.
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Connecting an ASP.NET Core Application to Azure SQL with Entity Framework Core
What should you consider when connecting an ASP.NET Core app to Azure SQL Database? This guide explores managed identity, EF Core configuration, database permissions, retries, migrations, and monitoring.
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Building Reliable Background Processing with .NET Worker Services and Azure Service Bus
How should a .NET worker handle queued Azure Service Bus messages, retries, duplicate delivery, and long-running work? Explore the design choices behind reliable background processing.
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How Should I Choose Between OpenAI, Claude, Grok, Perplexity, and DeepSeek for One AI Workflow?
Choosing an AI model for a product workflow raises questions about task fit, prompt testing, source quality, cost, and API integration. How are you comparing OpenAI, Claude, Grok, Perplexity, and DeepSeek?
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How Do I Secure an ASP.NET Core API with Microsoft Entra ID on Azure?
How should an ASP.NET Core API hosted on Azure validate Entra ID tokens and distinguish delegated user access from service-to-service permissions? This question covers app registration, scopes, and token checks.
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How Can I Tell When an LLM Provider Update Breaks My Integration?
How can you tell whether an LLM API or model update has changed your integration’s behavior? Explore regression tests, output checks, and practical ways to investigate changes.
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How Should an ASP.NET Core App Manage Changing Settings with Azure App Configuration?
How can an ASP.NET Core app organize settings across environments and pick up changes while it is running? Explore labels, refresh behavior, feature flags, and Key Vault references.
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How to Add Distributed Caching to ASP.NET Core with Azure Managed Redis
How can an ASP.NET Core app share cached data across instances using Azure Managed Redis? Explore setup, cache-aside reads, expiration, invalidation, and outage considerations.
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How Do I Handle File Uploads in ASP.NET Core with Azure Blob Storage?
How should an ASP.NET Core application upload and serve files with Azure Blob Storage? Explore the request flow, identity setup, validation, private access, and operational choices involved.
