Development

Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Azure RBAC or role assignments (use azure-rbac), Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, stora...

Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.

Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Find the type defects `tsc` is structurally unable to report — a green build is not evidence the types are correct. Covers the two classes: (1) hand-written types that restate an authoritative source and disagree with it, caught by substituting the derived type at a fixed commit and diffing `tsc` output; and (2) the standing blind spots in the language and config — unchecked array/record indexing, bivariant method parameters, covariant arrays, `any` absorption at untyped boundaries, precise s...

Query Sentry via MCP — error triage, tag distribution, volume estimation, replay retrieval