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Helping Claude Do Its Best Work

Helping Claude Do Its Best Work

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4 min read
The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why

The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why

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4 min read
A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

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5 min read
1 Million Token Context Windows Are a Trap. Here's Why.

1 Million Token Context Windows Are a Trap. Here's Why.

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4 min read
Why Your Custom NemoClaw LLM Takes Forever to Respond (Or Completely Ignores You)

Why Your Custom NemoClaw LLM Takes Forever to Respond (Or Completely Ignores You)

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4 min read
LiteLLM vs Bifrost: Which AI Gateway Is Right for Enterprise Teams?

LiteLLM vs Bifrost: Which AI Gateway Is Right for Enterprise Teams?

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5 min read
How I Built a Soccer Coach Contact Extractor for Messy Athletics Websites

How I Built a Soccer Coach Contact Extractor for Messy Athletics Websites

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5 min read
Stop Burning Money on LLM APIs — Track Your Token Usage in Real Time

Stop Burning Money on LLM APIs — Track Your Token Usage in Real Time

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2 min read
I repurposed Karpathy's LLM Wiki for product discovery. It worked surprisingly well.

I repurposed Karpathy's LLM Wiki for product discovery. It worked surprisingly well.

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2 min read
Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG

Beyond Vector Search: Building a Clause Forest (FoC) Architecture for Financial RAG

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7 min read
Token, Harness, OpenClaw, RAG, MCP, Agent — What’s the Difference? One Map Makes It Clear

Token, Harness, OpenClaw, RAG, MCP, Agent — What’s the Difference? One Map Makes It Clear

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Comments 2
10 min read
Stop Guessing Your LLM Costs: Track Every Token in Real Time

Stop Guessing Your LLM Costs: Track Every Token in Real Time

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2 min read
24 Custom MCP Tools Later: Why Your Agent's Biggest Cost Is Not the Model — It's the Prompt

24 Custom MCP Tools Later: Why Your Agent's Biggest Cost Is Not the Model — It's the Prompt

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10 min read
Why Token Counting in Multi-LLM Systems Is Harder Than You Think

Why Token Counting in Multi-LLM Systems Is Harder Than You Think

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Comments 2
2 min read
Stop Guessing Your LLM Costs: Track Every Token in Real Time

Stop Guessing Your LLM Costs: Track Every Token in Real Time

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2 min read
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