Same query. Same documents. Same model. And the RAG eval can still hand back a different...
Your RAG Eval Isn't Flaky. Your Retrieval Is Non-Deterministic.
Same query. Same documents. Same model. And the RAG eval can still hand back a different...
PHP2Shell, Node2Shell, LiteLLM, and Shai-Hulud expose gaps in software trust. Apply five SIP controls to reduce exposure and contain damage.
Your agent system does not learn. It just runs. Most multi-agent systems I see have the...
Six months of daily use, packaged: a shared second brain, agents in sync, search three ways, no fake done, custom skills, your vault on your phone, and two agents on one task.