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Release gates for LLMs: the argument that your CI is not the finish line

Release gates for LLMs: the argument that your CI is not the finish line

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4 min read
Cohere's Aya 23 Release: A Practical Look at Open, Multilingual Models

Cohere's Aya 23 Release: A Practical Look at Open, Multilingual Models

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3 min read
Migrating a WordPress Blog with Claude Code

Overcame years of procrastination in just two days

Migrating a WordPress Blog with Claude Code

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4 min read
Easy-to-Read Research by flookkrup EP.2: Why Your "Beautiful" PDFs Are Just Ancient Ruins in the Eyes of AI

Easy-to-Read Research by flookkrup EP.2: Why Your "Beautiful" PDFs Are Just Ancient Ruins in the Eyes of AI

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3 min read
Context Compression: Fitting More Useful Information Into Your LLM's Context Window

Context Compression: Fitting More Useful Information Into Your LLM's Context Window

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5 min read
Why JSON Schema Isn't Enough for Production AI

Why JSON Schema Isn't Enough for Production AI

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3 min read
I built a leak scanner, then measured exactly where it fails. Here's both.

I built a leak scanner, then measured exactly where it fails. Here's both.

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2 min read
Your LLM Bill is a Ticking Time Bomb. Here's How to Defuse It.

Your LLM Bill is a Ticking Time Bomb. Here's How to Defuse It.

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2 min read
Does the Model Really Need to Stream JSON?

Does the Model Really Need to Stream JSON?

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3 min read
Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

Observability for LLM Apps: Tracing, Cost Tracking, and Eval Loops

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5 min read
I Stopped Treating AI as a Black Box and Started Building a Semantic Caching System from Scratch

I Stopped Treating AI as a Black Box and Started Building a Semantic Caching System from Scratch

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3 min read
Beyond AI Hype: Why Successful AI Projects Start with Engineering Strategy, Not Just Models

Beyond AI Hype: Why Successful AI Projects Start with Engineering Strategy, Not Just Models

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2 min read
AI 自进化与"发现模型":RSI、验证与科学品味

AI 自进化与"发现模型":RSI、验证与科学品味

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2 min read
Implementing Guardrails for Production LLM Applications

Implementing Guardrails for Production LLM Applications

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5 min read
Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice

Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice

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6 min read
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