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Eric Thompson

AI developer exploring agents, LLMs, automation, and better ways to build useful AI products.

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Self-Hosted vs Managed Vector Databases: A Cost Modeling Guide

Self-Hosted vs Managed Vector Databases: A Cost Modeling Guide

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9 min read
How to Estimate the Infrastructure Cost of a Production RAG Pipeline

How to Estimate the Infrastructure Cost of a Production RAG Pipeline

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9 min read
The Cost of Self-Hosting Open-Source LLMs: GPUs, Staffing, and Operations

The Cost of Self-Hosting Open-Source LLMs: GPUs, Staffing, and Operations

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10 min read
Comparing Batch and Real-Time LLM Inference Economics

Comparing Batch and Real-Time LLM Inference Economics

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8 min read
Dedicated Engineering Team vs Specialist Contractor for an AI Integration

Dedicated Engineering Team vs Specialist Contractor for an AI Integration

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9 min read
When Is a Managed LLM Gateway Worth Its Cost?

When Is a Managed LLM Gateway Worth Its Cost?

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10 min read
Build vs Managed Vector Database: A Total-Cost Framework

Build vs Managed Vector Database: A Total-Cost Framework

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12 min read
Estimating the Cost of Running AI Evaluation Pipelines

Estimating the Cost of Running AI Evaluation Pipelines

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10 min read
Calculating Token, Retrieval, and Observability Costs for a RAG Service

Calculating Token, Retrieval, and Observability Costs for a RAG Service

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10 min read
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