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I Tested 4 RAG Chunking Strategies Everyone Recommends. 2 Were Quietly Broken.

I Tested 4 RAG Chunking Strategies Everyone Recommends. 2 Were Quietly Broken.

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6 min read
Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier

Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier

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17 min read
Pi Coding Agent Review: Minimal, Hackable AI Coding CLI

Pi Coding Agent Review: Minimal, Hackable AI Coding CLI

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16 min read
The AI writes the answer

The AI writes the answer

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3 min read
An AI Agent Recommended a Malware Package. Here's the Failure Mode Behind It

An AI Agent Recommended a Malware Package. Here's the Failure Mode Behind It

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4 min read
Why Does Your Local Model Crash at 32k Tokens?

Why Does Your Local Model Crash at 32k Tokens?

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12 min read
Note: Common Claude Architecture Challenges and Solutions

Note: Common Claude Architecture Challenges and Solutions

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2 min read
I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks

I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks

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6 min read
My AI Agent's Skill Declared Nothing. It Still Read 9 Files, Ran 7 Processes, and Got Blocked 3 Times.

My AI Agent's Skill Declared Nothing. It Still Read 9 Files, Ran 7 Processes, and Got Blocked 3 Times.

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8 min read
I tested 10 prompt-injection detectors on 629 real AI agent attacks

I tested 10 prompt-injection detectors on 629 real AI agent attacks

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4 min read
Indirect prompt injection in a RAG pipeline: one attack, step by step, and what actually stopped it

Indirect prompt injection in a RAG pipeline: one attack, step by step, and what actually stopped it

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5 min read
When you need an Agent Gateway, not just another LLM proxy

When you need an Agent Gateway, not just another LLM proxy

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2 min read
Evaluating AI Agent Tool Use

Evaluating AI Agent Tool Use

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4 min read
We benchmarked AI memory systems on LongMemEval — here is the honest data

We benchmarked AI memory systems on LongMemEval — here is the honest data

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2 min read
One API Key, Multiple LLM Providers: Comparing Gateways for Python Text Classification

One API Key, Multiple LLM Providers: Comparing Gateways for Python Text Classification

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5 min read
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