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How to Detect LLM Model Regressions Before They Hit Production

How to Detect LLM Model Regressions Before They Hit Production

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2 min read
I built a free AI tell detector after my own Reddit account got 2 'all comments are AI generated' callouts in one day

I built a free AI tell detector after my own Reddit account got 2 'all comments are AI generated' callouts in one day

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2 min read
Catching the failure is the easy part

Catching the failure is the easy part

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4 min read
You've Been Breached for 3 Weeks. Your SIEM Has No Idea.

You've Been Breached for 3 Weeks. Your SIEM Has No Idea.

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6 min read
Stream LLM responses in a voice pipeline: Tool calling, structured outputs, and real-time actions

Stream LLM responses in a voice pipeline: Tool calling, structured outputs, and real-time actions

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10 min read
Your AI agent remembers what sounds related, not what worked

Your AI agent remembers what sounds related, not what worked

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5 min read
GPT-5.5 Pro เทียบกับ Instant: คุ้มค่าไหมเมื่อราคาต่าง 6 เท่า

GPT-5.5 Pro เทียบกับ Instant: คุ้มค่าไหมเมื่อราคาต่าง 6 เท่า

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6 min read
AI Agents vs. Traditional Automation: When to Use Each

AI Agents vs. Traditional Automation: When to Use Each

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13 min read
The Softmax Bottleneck: Why Making LLMs Bigger Doesn't Always Make Them Smarter

The Softmax Bottleneck: Why Making LLMs Bigger Doesn't Always Make Them Smarter

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4 min read
Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

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2 min read
We Built a 'Grovel Index' to Measure LLM Sycophancy —Here's What We Found

We Built a 'Grovel Index' to Measure LLM Sycophancy —Here's What We Found

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5 min read
Why I Chose Free AI Models Over GPT-4 for Code Generation (And What Happened)

Why I Chose Free AI Models Over GPT-4 for Code Generation (And What Happened)

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5 min read
Run GLM-5.2 Locally: The Open Model Nobody Can Ban

Run GLM-5.2 Locally: The Open Model Nobody Can Ban

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10 min read
Building a domain-specific LLM evaluation set from scratch

Building a domain-specific LLM evaluation set from scratch

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8 min read
The Rule Held. The Boundary Moved Up. AI Memory Judgment, CLAIM-31: Verified Carryover Across Closes

The Rule Held. The Boundary Moved Up. AI Memory Judgment, CLAIM-31: Verified Carryover Across Closes

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9 min read
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