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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
LLM-as-a-Judge: Evaluating RAG Systems Beyond Exact-Match Metrics

LLM-as-a-Judge: Evaluating RAG Systems Beyond Exact-Match Metrics

Comments 3
13 min read
Your system prompt isn't instructions. It's data.

Real-world examples from tuning a 31B model

Your system prompt isn't instructions. It's data.

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Comments 13
6 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
Node.js vLLM LLM Inference: 50ms Latency on RTX 4090

Node.js vLLM LLM Inference: 50ms Latency on RTX 4090

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8 min read
I pre-registered a prediction that my own finding would fail on this market. The product list held; the advice did not.

I pre-registered a prediction that my own finding would fail on this market. The product list held; the advice did not.

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7 min read
RAG Database with VLM as Extractor

RAG Database with VLM as Extractor

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3 min read
How I Caught an Agent Fabricating Its Own Results

How I Caught an Agent Fabricating Its Own Results

Comments 2
6 min read
Putting the trace before the loop; Observability-first for an AI agent, and what it bought me

Putting the trace before the loop; Observability-first for an AI agent, and what it bought me

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Comments 1
15 min read
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning

SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning

Comments 1
5 min read
Schema Evals for a One-Key Node.js Text Classification API

Schema Evals for a One-Key Node.js Text Classification API

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8 min read
AI Guardrails in Action: 4 Experiments You Can Run

AI Guardrails in Action: 4 Experiments You Can Run

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2 min read
AI Must Fall in Love

AI Must Fall in Love

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Comments 1
12 min read
Your text-to-SQL model isn't as wrong as your benchmark says. The gold SQL is.

Your text-to-SQL model isn't as wrong as your benchmark says. The gold SQL is.

Comments 1
3 min read
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