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RAG Architecture — Prototype to Production in Three Stages

RAG Architecture — Prototype to Production in Three Stages

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8 min read
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with LLMs

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6 min read
You Don't Have to Fine-Tune Your LLM to change it's Behavior. You Can Just… Steer It.

You Don't Have to Fine-Tune Your LLM to change it's Behavior. You Can Just… Steer It.

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7 min read
Claude Code install and config for Ollama, llama.cpp, pricing

Claude Code install and config for Ollama, llama.cpp, pricing

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9 min read
Large Language Models, Explained Like You're a Curious Human

Large Language Models, Explained Like You're a Curious Human

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6 min read
Shopify Quietly Auto-Shipped /llms.txt, /agents.md and /.well-known/ucp — Engineering Override Guide (2026)

Shopify Quietly Auto-Shipped /llms.txt, /agents.md and /.well-known/ucp — Engineering Override Guide (2026)

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8 min read
Indirect Prompt Injection: The XSS of the AI Era

Indirect Prompt Injection: The XSS of the AI Era

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4 min read
You WON'T Get Realtime LLM Cost From Your Public Cloud

You WON'T Get Realtime LLM Cost From Your Public Cloud

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5 min read
Why I dropped stuffed prompts for Hindsight reflections

Why I dropped stuffed prompts for Hindsight reflections

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8 min read
Building a Voice-Controlled Local AI Agent: A Journey into Speech-to-Text and Tool-Use

Building a Voice-Controlled Local AI Agent: A Journey into Speech-to-Text and Tool-Use

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3 min read
EidolonDB – Self-managing memory for AI agents

EidolonDB – Self-managing memory for AI agents

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1 min read
Voice-Controlled Local AI Agent

Voice-Controlled Local AI Agent

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2 min read
AI Model Pricing Is a Mess — Here Is How We Track It

AI Model Pricing Is a Mess — Here Is How We Track It

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3 min read
I Built Routiform After Hitting Every Limit with 9router and OmniRoute

I Built Routiform After Hitting Every Limit with 9router and OmniRoute

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4 min read
The $400M AI FinOps Gap: Why Cost Visibility Isn't the Same as Cost Control

The $400M AI FinOps Gap: Why Cost Visibility Isn't the Same as Cost Control

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8 min read
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