KasdevTech

Multimodal Embeddings at Scale: Building a Scalable Video Search System for Media and Entertainment

Mar 12, 2026 · 1 min read ·

Learn how to build a scalable multimodal video search system that enables semantic search across large video datasets using Amazon Nova models and Amazon OpenSearch Service. This post explains how to move beyond manual tagging and keyword-based searches to capture the full richness of video content.

A writer is suing Grammarly for turning her and other authors into ‘AI editors’ without consent - TechCrunch: Key Updates for Builders

Mar 12, 2026 · 2 min read ·

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Practical summary of the latest updates around A writer is suing Grammarly for turning her and other authors into ‘AI editors’ without consent - TechCrunch, with implications for engineering teams.

REST API version 2026-03-10 is now available: Key Updates for Builders

Mar 12, 2026 · 2 min read ·

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Practical summary of the latest updates around REST API version 2026-03-10 is now available, with implications for engineering teams.

Why AI-driven operations are pushing governance beyond a compliance issue and into an operational priority - The New Stack: Key Updates for Builders

Mar 12, 2026 · 2 min read ·

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Practical summary of the latest updates around Why AI-driven operations are pushing governance beyond a compliance issue and into an operational priority - The New Stack, with implications for engineering teams.

OpenAI’s Sora Video Generator to Integrate with ChatGPT

Mar 11, 2026 · 2 min read · ai openai chatgpt video-generation ·

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OpenAI Sora integration into ChatGPT and practical enterprise implications.

AZ-104 — Managing Users, Groups & Guest Access

Nov 23, 2025 · 2 min read · Azure AZ-104 Users Groups B2B ·

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Managing Users, Groups & Guest Access This post shows how to manage users, groups, bulk operations, dynamic groups and B2B guest access with CLI, PowerShell and portal steps. Users: creation and lifecycle Create users via Portal, Azure CLI, PowerShell, or Azure AD Connect for hybrid sync. Consider password policies, …

AZ-104 — Managed Identities for Azure Resources

Nov 23, 2025 · 2 min read · Azure AZ-104 ManagedIdentity KeyVault ·

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Managed Identities for Azure Resources This post describes managed identities (system-assigned and user-assigned), how to create them, use them with Key Vault, and best practices. Types of managed identities System-assigned: lifecycle tied to the resource (deleted with resource). User-assigned: independent resource; …

AZ-104 — Authentication, MFA & Conditional Access

Nov 23, 2025 · 2 min read · Azure AZ-104 MFA ConditionalAccess ·

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Authentication, MFA & Conditional Access This post covers authentication protocols, password protection, MFA implementation, Conditional Access policies, Identity Protection and exam-ready examples. Authentication protocols OAuth 2.0: authorization framework for token issuance. OpenID Connect: identity layer on top of …

Azure VM Boot Issue – VM stuck in ‘Starting’ or ‘Failed’

Aug 3, 2025 · 3 min read · Azure VM Troubleshooting Boot diagnostics Serial Console NSG Repair ·

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Azure VM Boot Issue – VM stuck in ‘Starting’ or ‘Failed’ You hit Start on your Azure VM… and it gets stuck in: “Starting…” “Provisioning failed” “Failed to start VM” You’re not alone — this is a common issue. In this blog, I’ll show you how to troubleshoot and fix it using step-by-step, beginner-friendly methods. …

Terraform Init Fails in CI/CD — Fixed Remote Backend & Auth Issues

Jul 29, 2025 · 2 min read · Terraform Azure CI/CD Remote Backend Troubleshooting ·

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Terraform init sometimes fails in CI/CD pipelines when authenticating to remote backend. Here’s how I fixed it using service principal and storage configuration updates.