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FastAPI Performance Tuning: Caching, Async, and Production Bottlenecks

FastAPI Performance Tuning: Caching, Async, and Production Bottlenecks

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4 min read
Multi-Voice Audiobooks: The Character Attribution Problem

Multi-Voice Audiobooks: The Character Attribution Problem

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2 min read
I ran my own dead-code tool on itself and found 8 duplicate code blocks

I ran my own dead-code tool on itself and found 8 duplicate code blocks

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2 min read
The smolagents bug that made my agent retry the same valid code three times

Summer Bug Smash: Clear the Lineup 🐛🛹

The smolagents bug that made my agent retry the same valid code three times

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4 min read
Prompt Caching in Practice: The 5-Minute Cache and Workflow Design

Prompt Caching in Practice: The 5-Minute Cache and Workflow Design

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11 min read
myCat escaped to opensource

myCat escaped to opensource

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1 min read
How We Cut Devanagari LLM Token Costs by 33.8% via Brahmi Token Injection

How We Cut Devanagari LLM Token Costs by 33.8% via Brahmi Token Injection

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3 min read
LLM Context Window Management: Strategies and Patterns

LLM Context Window Management: Strategies and Patterns

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5 min read
Picking a Gemma 4 Quantization: VRAM Math That Actually Matters

Picking a Gemma 4 Quantization: VRAM Math That Actually Matters

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2 min read
Character Consistency Across 24 Pages of a Generated Picture Book

Character Consistency Across 24 Pages of a Generated Picture Book

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2 min read
trelix v2.7 to v2.9: The Release Where the Pipeline Itself Became the Product

trelix v2.7 to v2.9: The Release Where the Pipeline Itself Became the Product

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10 min read
Making Two TTS Voices Sound Like an Actual Conversation

Making Two TTS Voices Sound Like an Actual Conversation

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2 min read
SM-2 Is Not Enough: Where Classic Spaced Repetition Breaks Down

SM-2 Is Not Enough: Where Classic Spaced Repetition Breaks Down

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2 min read
Why Japanese and Korean Break Your Text Processing Pipeline

Why Japanese and Korean Break Your Text Processing Pipeline

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2 min read
Identity Consistency Is the Hard Part of Two-Person Image Generation

Identity Consistency Is the Hard Part of Two-Person Image Generation

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2 min read
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