AGIOS
Observatory
04 · MEMORY GALAXY
LANCEDB · 1,847 VECTORS
KUZU · 412 EDGES
UMAP → 3D
SCAR TISSUE
QUERY
0.91
0.87
0.84
PRIOR_RUN #41 · igniting
Retrieval · live
"count openat calls via hashmap"
TOP-K 3
12 MS
NS vertical:kernel-ebpf
Failure Lesson #17 · retrieved
"bpf_map_lookup_elem returns map_value_or_null — the verifier rejects any deref without an explicit null check. Branch before touching *v."
written run 38 · recalled 6× · saved ≈ 2 iterations/run
Prior Run · retrieved
run 36 · count_execve_hashmap · VERIFIED in 3 steps — skeleton reused: map decl + sync_fetch_and_add pattern.
SKILL
PRIOR_RUN
FAILURE_LESSON (scarred)
KUZU FILAMENT
Replay
3 LEARNING LOOPS · NO WEIGHT UPDATES
LIVE