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ahmet gedik

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Building Video Metadata Semantic Search with pgvector and OpenAI Embeddings

Building Video Metadata Semantic Search with pgvector and OpenAI Embeddings

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9 min read
Building Video Heatmap Analytics with HyperLogLog in Postgres

Building Video Heatmap Analytics with HyperLogLog in Postgres

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9 min read
Building a Fast Video Metadata Service with Litestar in Python

Building a Fast Video Metadata Service with Litestar in Python

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9 min read
Building a Chaos Testing Harness for Multi-Region Video API Endpoints

Building a Chaos Testing Harness for Multi-Region Video API Endpoints

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10 min read
Streaming Live Video View Counts With Server-Sent Events in PHP 8.4

Streaming Live Video View Counts With Server-Sent Events in PHP 8.4

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10 min read
Scaling Video Viewership Analytics With TimescaleDB Hypertables

Scaling Video Viewership Analytics With TimescaleDB Hypertables

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8 min read
Building Video Recommendations With SurrealDB Graph Traversal Queries

Building Video Recommendations With SurrealDB Graph Traversal Queries

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10 min read
Running Ad-Hoc Video Analytics on Parquet Exports with DuckDB

Running Ad-Hoc Video Analytics on Parquet Exports with DuckDB

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10 min read
Building Cross-Language Video Search with pgvector and OpenAI Embeddings

Building Cross-Language Video Search with pgvector and OpenAI Embeddings

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9 min read
Implementing CSRF Double-Submit Cookies in a PHP Video Admin Panel

Implementing CSRF Double-Submit Cookies in a PHP Video Admin Panel

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9 min read
Building a Perceptual Hashing Pipeline for Video Deduplication in Python

Building a Perceptual Hashing Pipeline for Video Deduplication in Python

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9 min read
Rate-Limited Webhook Delivery for Video Events with PHP 8.4 and SQLite WAL

Rate-Limited Webhook Delivery for Video Events with PHP 8.4 and SQLite WAL

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10 min read
Building an Event Sourced Video Moderation Audit Log with PHP and SQLite

Building an Event Sourced Video Moderation Audit Log with PHP and SQLite

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10 min read
Implementing OAuth2 Refresh Token Rotation for Smart TV Video Apps

Implementing OAuth2 Refresh Token Rotation for Smart TV Video Apps

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4 min read
Using SurrealDB Graph Queries for Video Recommendation at Scale

Using SurrealDB Graph Queries for Video Recommendation at Scale

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10 min read
Implementing Perceptual Hashing for Video Deduplication in Python

Implementing Perceptual Hashing for Video Deduplication in Python

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10 min read
Building Typo-Tolerant Multi-Language Video Search with OpenSearch and PHP

Building Typo-Tolerant Multi-Language Video Search with OpenSearch and PHP

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10 min read
Async DNS Resolution with aiodns for High-Throughput Video Crawlers

Async DNS Resolution with aiodns for High-Throughput Video Crawlers

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4 min read
Building a Chaos Testing Harness for Video API Endpoints Across 8 Regions

Building a Chaos Testing Harness for Video API Endpoints Across 8 Regions

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9 min read
PostgreSQL UUID v7 Primary Keys for Video Metadata at European Scale

PostgreSQL UUID v7 Primary Keys for Video Metadata at European Scale

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8 min read
Streaming Live Video View Counts with Server-Sent Events and PHP 8.4

Streaming Live Video View Counts with Server-Sent Events and PHP 8.4

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10 min read
Using Apache AGE for Graph-Based Video Relationship Queries at Scale

Using Apache AGE for Graph-Based Video Relationship Queries at Scale

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9 min read
Building a Video Health Probe with Prometheus Exporters in Go

Building a Video Health Probe with Prometheus Exporters in Go

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11 min read
Why Apache AGE Beat Recursive CTEs for Our Video Recommendation Graph

Why Apache AGE Beat Recursive CTEs for Our Video Recommendation Graph

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9 min read
Extracting Video Poster Frames at Scale with Go, FFmpeg, and Scene Detection

Extracting Video Poster Frames at Scale with Go, FFmpeg, and Scene Detection

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4 min read
Postgres LISTEN/NOTIFY for Real-Time Video Metadata Invalidation Across Regions

Postgres LISTEN/NOTIFY for Real-Time Video Metadata Invalidation Across Regions

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9 min read
Building a Production Video Metadata Service with Litestar and Async Python

Building a Production Video Metadata Service with Litestar and Async Python

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11 min read
Configuring NextDNS at Router Level for Ad-Free Multi-Region Video Discovery

Configuring NextDNS at Router Level for Ad-Free Multi-Region Video Discovery

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10 min read
Building a Multi-Tier Video Cache: Edge, Regional, and Origin Layers

Building a Multi-Tier Video Cache: Edge, Regional, and Origin Layers

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4 min read
Building a Multi-Region Health-Check Aggregator for Video CDN Edges

Building a Multi-Region Health-Check Aggregator for Video CDN Edges

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10 min read
Streaming Live Video View Counts with Server-Sent Events on PHP and LiteSpeed

Streaming Live Video View Counts with Server-Sent Events on PHP and LiteSpeed

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11 min read
Building Multi-Hop Video Recommendations With SurrealDB Graph Queries

Building Multi-Hop Video Recommendations With SurrealDB Graph Queries

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11 min read
Building Edge-Side Video Personalization with Cloudflare Workers KV

Building Edge-Side Video Personalization with Cloudflare Workers KV

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4 min read
Deploying NextDNS Router-Side to Strip Ads From Video Discovery Traffic

Deploying NextDNS Router-Side to Strip Ads From Video Discovery Traffic

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10 min read
OAuth2 Refresh-Token Rotation for Smart TV Video Apps: A GDPR-Safe Pattern

OAuth2 Refresh-Token Rotation for Smart TV Video Apps: A GDPR-Safe Pattern

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5 min read
Building a Video Deduplication Pipeline with Perceptual Hashing in Python

Building a Video Deduplication Pipeline with Perceptual Hashing in Python

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10 min read
Building a Self-Healing Video URL Fetch Retry Strategy in Production

Building a Self-Healing Video URL Fetch Retry Strategy in Production

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4 min read
Bun.js vs Node.js Runtime Benchmark for Video Metadata APIs Under Real Traffic

Bun.js vs Node.js Runtime Benchmark for Video Metadata APIs Under Real Traffic

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9 min read
Designing a Three-Tier Video Cache: Edge, Regional, and Origin Layers

Designing a Three-Tier Video Cache: Edge, Regional, and Origin Layers

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4 min read
Building a Multi-Region Health-Check Aggregator for Our Video CDN Fleet

Building a Multi-Region Health-Check Aggregator for Our Video CDN Fleet

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11 min read
Monitoring and Alerting for Video Platform Infrastructure with Go

Monitoring and Alerting for Video Platform Infrastructure with Go

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4 min read
Monitoring and Alerting for Video Platform Infrastructure with Go

Monitoring and Alerting for Video Platform Infrastructure with Go

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4 min read
Building a REST API Client Library in Python for Video Data

Building a REST API Client Library in Python for Video Data

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3 min read
Monitoring and Alerting for Video Platform Infrastructure with Go

Monitoring and Alerting for Video Platform Infrastructure with Go

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2 min read
Building a REST API Client Library in Python for Video Data

Building a REST API Client Library in Python for Video Data

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3 min read
Monitoring and Alerting for Video Platform Infrastructure with Go

Monitoring and Alerting for Video Platform Infrastructure with Go

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2 min read
Database Sharding Strategies for Growing Video Platforms

Database Sharding Strategies for Growing Video Platforms

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4 min read
Database Sharding Strategies for Growing Video Platforms

Database Sharding Strategies for Growing Video Platforms

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3 min read
Database Sharding Strategies for Growing Video Platforms

Database Sharding Strategies for Growing Video Platforms

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4 min read
Database Sharding Strategies for Growing Video Platforms

Database Sharding Strategies for Growing Video Platforms

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3 min read
Python Celery Task Queues for Video Metadata Processing

Python Celery Task Queues for Video Metadata Processing

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3 min read
Python Celery Task Queues for Video Metadata Processing

Python Celery Task Queues for Video Metadata Processing

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2 min read
Python Celery Task Queues for Video Metadata Processing

Python Celery Task Queues for Video Metadata Processing

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3 min read
Python Celery Task Queues for Video Metadata Processing

Python Celery Task Queues for Video Metadata Processing

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3 min read
Building a Video Analytics Dashboard with Go and Chart.js

Building a Video Analytics Dashboard with Go and Chart.js

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3 min read
Building a Video Analytics Dashboard with Go and Chart.js

Building a Video Analytics Dashboard with Go and Chart.js

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3 min read
Building a Video Analytics Dashboard with Go and Chart.js

Building a Video Analytics Dashboard with Go and Chart.js

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3 min read
Building a Video Analytics Dashboard with Go and Chart.js

Building a Video Analytics Dashboard with Go and Chart.js

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3 min read
Implementing Video Search Autocomplete with PostgreSQL Trigrams

Implementing Video Search Autocomplete with PostgreSQL Trigrams

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3 min read
Implementing Video Search Autocomplete with PostgreSQL Trigrams

Implementing Video Search Autocomplete with PostgreSQL Trigrams

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2 min read
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