AE

Projects

Each project pairs a rubric, a dataset, and an under-test model.

New project

Shadow — Daily Reflection

shadow-team

Personal life-analytics summaries from journal entries

Model
gpt-4o
Rubric
shadow-daily-reflection-v1.1
Cases
124
Last run · 0.82 · 34/40 passing
Acceptable

RAG — Internal Docs QA

platform-team

Retrieval-augmented documentation assistant

Model
claude-sonnet-4-6
Rubric
rag-qa-v2.0
Cases
240
Last run · 0.91 · 28/30 passing
Ship-ready

Area Mosa — Booking Assistant

area-mosa

WhatsApp booking bot for hair salon

Model
gpt-4o-mini
Rubric
booking-assistant-v1.3
Cases
86
Last run · 0.88 · 23/25 passing
Ship-ready

Customer Support Reply

cx-team

First-response generator with KB retrieval

Model
claude-sonnet-4-6
Rubric
support-reply-v1.0
Cases
312
Last run · 0.64 · 32/50 passing
Needs work

AI Planning Assistant

platform-team

Multi-step task decomposition + report

Model
claude-opus-4-6
Rubric
planner-v0.4
Cases
48
Last run · 0.94 · 19/20 passing
Ship-ready