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The Writing Is the Moat, Not the Model

The Writing Is the Moat, Not the Model

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5 min read
27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

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5 min read
RAG patterns that work for structured data vs ones that fail

RAG patterns that work for structured data vs ones that fail

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5 min read
Why comparing average scores is the wrong way to evaluate LLM prompts (and what to do instead)

Why comparing average scores is the wrong way to evaluate LLM prompts (and what to do instead)

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6 min read
4 Types of Hallucinations: One Detection Pattern Per Type

4 Types of Hallucinations: One Detection Pattern Per Type

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7 min read
How to Deploy AI Agents to Production (Not Just a Demo)

How to Deploy AI Agents to Production (Not Just a Demo)

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9 min read
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)

Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)

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1 min read
Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do

Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do

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6 min read
Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

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3 min read
AI for Security and Security for AI - A deep dive into how AI is transforming cyber defense and why the AI itself urgently needs to be defended.

AI for Security and Security for AI - A deep dive into how AI is transforming cyber defense and why the AI itself urgently needs to be defended.

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6 min read
Why I Permanently NO-GO'd Patchright After a Spike (And the Anti-Detection Decision Tree)

Why I Permanently NO-GO'd Patchright After a Spike (And the Anti-Detection Decision Tree)

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1 min read
SearchWala: I Built a Blazing-Fast Meta-Search Engine in Rust That Queries 90+ Engines Simultaneously

SearchWala: I Built a Blazing-Fast Meta-Search Engine in Rust That Queries 90+ Engines Simultaneously

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1 min read
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

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2 min read
How we almost wrote off 3 models as broken — the thinking-mode tax

How we almost wrote off 3 models as broken — the thinking-mode tax

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2 min read
Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide

Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide

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5 min read
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