Topic

#Llm Agents

2 articles on Llm Agents — news, releases, guides and analysis from the DevClubHouse engine.

The Token Compression Illusion: The Hidden Cost of CLI Truncation

Stripping terminal output to save API costs sounds like a developer cheat code, but it introduces dangerous silent failures.

How a three-index architecture with hybrid retrieval and document-level security achieves 0.89 recall without tenant leaks.