6 articles tagged Context Engineering.
The mechanics chapter — how Project Brain is queried, how it composes context for every AI teammate, and how it stays consistent as the project evolves.
A pillar series on why AI systems forget, why software engineering exposes this limitation most severely, and how CreateLixir's Project Brain gives every project a persistent, structured memory.
Modern AI does not fail to remember because it is careless. It fails to remember because remembering, in the way humans do it, is not part of how these systems are built.
The Context Engine assembles every AI request from real project state — Brain, Architect, Team, conversation — into a provider-agnostic ContextPackage.
Retrieval-augmented generation gets you far. A structured knowledge graph over your project's identity, decisions, and architecture gets you further.
Every serious AI application converges on the same requirement — memory that survives sessions, teammates, and models. Here's how CreateLixir does it.