AI LABS
Memory Vault · Specimen Archive
1,847 SPECIMENS · NAMESPACE vertical:kernel-ebpf
RETRIEVING
PRIOR_RUN 36 AUTOMATED RETRIEVAL GANTRY · 12ms PER PULL 0.91 0.87 0.84 FILLING RETRIEVAL TRAY · TOP-K 3 + RUN 41 BEING BOTTLED
Active Query
"count openat calls via hashmap"
embedding → vector scan (lancedb)
graph expand (kuzu) → rank → tray
Cracked Vial · Lesson #17
Every amber vial is a failure the lab keeps on purpose. This one has been recalled 6 times since run 38 — steering authors around, or repairing, the same verifier rejection.
PRIOR_RUN
SKILL
FAILURE_LESSON (cracked, kept)
the lab never forgets — and never repeats a documented mistake