The Retrieval-Augmented Engine
You are here · Protocol 36
Shift briefing · Knowledge Engine Room
A maintenance assistant must answer using a changing manual library. Build the pipeline that retrieves relevant chunks and preserves source traceability.
Read before the shift. It tells you what is at stake, never how to do it.
What you practise
Build a source-grounded answer pipeline using chunking, retrieval, citations, and answer validation.
- RAG
- chunking
- embeddings/search
- metadata
- grounded generation
Construct Build a working system and prove that it holds.
The facility for this shift
3 rooms, 5 stations, two hands.
- 01Document RoomDocument slicer · Index station
- 02Retrieval RoomRetriever
- 03Answer & Verify RoomAnswer bench · Verifier
Compromised Signal · sealed
Something in this shift will change, and the briefing will not tell you what. You find it from the evidence, or your after-action review shows you where it was.
How the shift is assessed
3 criteria · 0 to 6
Scored from what you did: the evidence you checked, the stations you operated, the artifacts you produced and the gates you passed. The criteria are revealed in your after-action review, not before.
Capabilities evidenced
- ReasonModels dependencies, constraints, causal paths, and trade-offs.In 22 of 48
- CreationDesigns prompts, workflows, systems, and workable artifacts.In 23 of 48
- ReliabilityTests, reproduces, validates, recovers, and produces consistent outcomes.In 39 of 48
Chamber III · Action Chamber
Build only what you can stand behind, and stop a release that is not safe.
Construct, integrate, evaluate, debug, secure, deploy, observe and responsibly operate AI-enabled systems.
Play Protocol 36 in first person, with the clock running.