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80% of LLM 'Thinking' Is a Lie — What CoT Faithfulness Research Actually Shows

80% of LLM 'Thinking' Is a Lie — What CoT Faithfulness Research Actually Shows

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7 min read
Qwen 3.6 no OpenRouter: Como Usar Agora Mesmo

Qwen 3.6 no OpenRouter: Como Usar Agora Mesmo

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9 min read
I can now replay any AI agent stream from production. Here's how.

I can now replay any AI agent stream from production. Here's how.

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5 min read
Hermes Agent vs Agent Harness: What Enterprises Really Need

Hermes Agent vs Agent Harness: What Enterprises Really Need

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7 min read
Token Cost Is the New Performance Metric

Token Cost Is the New Performance Metric

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6 min read
The gay jailbreak: I ran the viral technique against my own production prompts and here's what I found

The gay jailbreak: I ran the viral technique against my own production prompts and here's what I found

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8 min read
Don’t “Execute” the LLM: Typed Actions + Verifiers for Safe Business Agents

Don’t “Execute” the LLM: Typed Actions + Verifiers for Safe Business Agents

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8 min read
I audited CrewAI's default patterns for token efficiency. Score: 43/100.

I audited CrewAI's default patterns for token efficiency. Score: 43/100.

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4 min read
A Spreadsheet Library Where You Can Build =LLM("question") — GridSheet v3 Release Notes

A Spreadsheet Library Where You Can Build =LLM("question") — GridSheet v3 Release Notes

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10 min read
The LiteLLM Supply Chain Attack Changed How We Think About AI Cost Monitoring

The LiteLLM Supply Chain Attack Changed How We Think About AI Cost Monitoring

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2 min read
The Compound Interest of AI Context: Why Your Knowledge Layer Will Be Your Most Valuable Business Asset

The Compound Interest of AI Context: Why Your Knowledge Layer Will Be Your Most Valuable Business Asset

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4 min read
How I added LLM fallback to my OpenAI app in 10 minutes

How I added LLM fallback to my OpenAI app in 10 minutes

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3 min read
Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

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5 min read
Building an LLM-as-a-Judge Evaluation Pipeline for Translation Quality

Building an LLM-as-a-Judge Evaluation Pipeline for Translation Quality

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4 min read
CAG-EDU: Extending Context-Anchored Generation into Educational Intelligence

CAG-EDU: Extending Context-Anchored Generation into Educational Intelligence

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5 min read
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