The True Cost of RAG: Why Your AI Bill Is 10x What You Expected
That helpful ‘context retrieval’ in your RAG pipeline? It’s multiplying your costs in ways you probably haven’t calculated. Here’s the math you need to know.
Engineering Blog
Why Streaming Changes Everything: The Psychology of Perceived Latency
An 8-second response that streams feels faster than a 3-second response that doesn’t. Here’s why, and how to implement it right.
The Hallucination Taxonomy: 7 Types of LLM Lies
Not all hallucinations are created equal. Understanding the seven distinct types helps you build targeted defenses for each.
The Prompt Injection Attack Tree: A Complete Taxonomy
Every known prompt injection technique, categorized and explained. Know your enemy before you build your defenses.
Anatomy of an Agent Failure: A Post-Mortem
When our research agent entered an infinite loop at 3 AM, we had to reconstruct what happened from incomplete logs. Here’s what we learned.