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PerformanceOptimization

0 articles

Translation Parallelism Optimization: Performance Leap from Serial to Concurrent Processing

Translation Parallelism Optimization: Performance Leap from Serial to Concurrent Processing

This article analyzes the fundamental performance bottleneck of the blog translation system—serial processing caused by Worker concurrency=1. Through optimizations such as increasing concurrency and reducing internal latency, translation throughput is improved by approximately 5 times.

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Interface Management
Translation System Evolution Chronicle: From DeepSeek Migration to 429 Rate Limiting, Speed Optimization, and Detection Enhancement

Translation System Evolution Chronicle: From DeepSeek Migration to 429 Rate Limiting, Speed Optimization, and Detection Enhancement

This article documents the ongoing operational challenges of the blog translation system after the Provider migration, covering DeepSeek speed optimization, 429 rate limiting handling, category/tag translation detection fixes, and the complete implementation of admin backend translation enhancement features.

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Interface Management
SSE Streaming in Translation Quality Detection: A Practical OOM Fix

SSE Streaming in Translation Quality Detection: A Practical OOM Fix

This article details the complete process of a translation quality detection feature evolving from an OOM crash to an SSE streaming refactor, including cursor pagination fixes, the NestJS @Sse() double-wrapping issue, an authentication scheme for EventSource without custom headers, and the design pattern of a frontend useSSE Hook.

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Interface Management