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Stop Paying the Opus Tax

Stop Paying the Opus Tax

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4 min read
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
RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default

RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default

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10 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
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
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
Can a Cheap Model Beat a Frontier Model? Rebuilding Recursive Language Models with Codex

Can a Cheap Model Beat a Frontier Model? Rebuilding Recursive Language Models with Codex

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6 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
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
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
Your Error Messages Are an API Now

Your Error Messages Are an API Now

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4 min read
The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

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4 min read
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