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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

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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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15 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
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

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5 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
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.

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3 min read
Node.js Ticket Triage with LLM JSON Schema Labels and Chat Completions

Node.js Ticket Triage with LLM JSON Schema Labels and Chat Completions

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5 min read
AI Must Fall in Love

AI Must Fall in Love

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12 min read
AI Skill for Profile Bio generation

AI Skill for Profile Bio generation

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1 min read
Our Ollama /LLM Production Setup

Our Ollama /LLM Production Setup

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5 min read
The End of Undetectable AI Text? Claude’s New Watermark Explained

Separating AI provenance from detection myths

The End of Undetectable AI Text? Claude’s New Watermark Explained

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6 min read
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