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Why We Calculate Astrology Charts Before Asking an LLM to Explain Them

Why We Calculate Astrology Charts Before Asking an LLM to Explain Them

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2 min read
We judged the same frozen answers 15 times. The judge wasn't the noisy part.

We judged the same frozen answers 15 times. The judge wasn't the noisy part.

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6 min read
Your offline LLM eval isn't measuring your model — it's measuring your rate limits

Your offline LLM eval isn't measuring your model — it's measuring your rate limits

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3 min read
How we cut repo-wide symbol indexing for LLM agents from 30s to 98ms

How we cut repo-wide symbol indexing for LLM agents from 30s to 98ms

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6 min read
Serving 500 concurrent LLM chats on one 4-core box with tier-aware queueing

Serving 500 concurrent LLM chats on one 4-core box with tier-aware queueing

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6 min read
I Thought I Used 1 Billion Tokens in Claude Code Last Week. Turns Out 97% Was Cache.

I Thought I Used 1 Billion Tokens in Claude Code Last Week. Turns Out 97% Was Cache.

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4 min read
Why Your AI App Is Failing in Production (And It’s Not an ML Problem)

Why Your AI App Is Failing in Production (And It’s Not an ML Problem)

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3 min read
Orchestrating 5 Agents in LangGraph Without Deadlocks

Orchestrating 5 Agents in LangGraph Without Deadlocks

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5 min read
Qwen Code vs Aider vs OpenCode: I Ran the Same 12 Tasks Through 3 Local CLI Agents on One RTX 4070

Qwen Code vs Aider vs OpenCode: I Ran the Same 12 Tasks Through 3 Local CLI Agents on One RTX 4070

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6 min read
Your Intel Laptop Can Run 30B Models Now. No NVIDIA. No Cloud. No Problem.

Your Intel Laptop Can Run 30B Models Now. No NVIDIA. No Cloud. No Problem.

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11 min read
Data Gravity: The Real Cost of API-First AI

Data Gravity: The Real Cost of API-First AI

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9 min read
vLLM reinvented the operating system, and nobody told you

vLLM reinvented the operating system, and nobody told you

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12 min read
Using Multiple LLM Providers with the Laravel AI SDK

Using Multiple LLM Providers with the Laravel AI SDK

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8 min read
40 Lines of Go That Cut Our LLM Bill by 71%

40 Lines of Go That Cut Our LLM Bill by 71%

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8 min read
How I Built a $0 LLM Production Stack with 46 Free APIs

How I Built a $0 LLM Production Stack with 46 Free APIs

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3 min read
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