Observify

memory pipeline · 16 live trees · 374 cycles

MEMORY PIPELINE

APPLE M4 PRO · 48 GB UNIFIED MEMORY · AI AGENT ORCHESTRATOR DEMO · SEEDED DATA
48 GB · free 56% · cycle 2026-08-08T03:18
DEMO
latest cycle 3:18:48 AM · Aug 8 · 374 cycles loaded
01 GPU-MAPPEDMetal-wired model weights — footprint is blind here · PANIC 14.6 GB
llama·3315312.4 GB1 procs
02 ACTIVE RAMresident session trees · WARN 800 MB / PANIC 1.5 GB per claude/codex tree
03 COMPRESSED + SWAPswap 2.6 GB / 4.0 GB · 56% RAM free
nothing here this cycle
04 EVICTEDpresent in an earlier cycle, absent now
watch·29507 · 498 MB · evicted 3:18 AMclaude·14141 · 509 MB · evicted 3:08 AMwatch·25241 · 245 MB · evicted 3:08 AMclaude·97089 · 494 MB · evicted 3:03 AMwatch·18307 · 245 MB · evicted 3:03 AMwatch·4158 · 441 MB · evicted 2:58 AMclaude·87886 · 499 MB · evicted 2:53 AMclaude·88469 · 512 MB · evicted 2:53 AMwatch·645 · 243 MB · evicted 2:53 AMclaude·91918 · 392 MB · evicted 2:48 AMcodex·73503 · 192 MB · evicted 2:38 AMclaude·53303 · 508 MB · evicted 2:33 AMvm·60512 · 3.4 GB · evicted 2:33 AMcodex·44226 · 202 MB · evicted 2:23 AM
DEMO
TIMELINE (5 MIN RESOLUTION) 3:18:48 AM · Aug 8
SESSION STARTWARN EVENT PANIC EVENTEVICTION
DEMO

CEILING ALERT LEDGER

WARN/PANIC transitions recorded by ceiling-checker.py in memory-panics.tsv (per-kind hysteresis — 4 consecutive over-cycles for a claude/codex row, 2 for every other rule; advisory only — it alerts, never acts). Colored ticks on the timeline mark these cycles.

WARN2:28:42 AM · Aug 8claude·97200 tree_rss_mb 1,296 MB > 800 MBclaude
WARN2:23:41 AM · Aug 8sessions-aggregate·0 sessions_tree_rss_sum_mb 3,822 MB > 3,441 MB9 claude+codex sessions
WARN2:03:39 AM · Aug 8sessions-aggregate·0 sessions_tree_rss_sum_mb 3,666 MB > 3,441 MB10 claude+codex sessions
WARN11:48:24 PM · Aug 7sessions-aggregate·0 sessions_tree_rss_sum_mb 3,760 MB > 3,441 MB8 claude+codex sessions
WARN11:23:20 PM · Aug 7claude·97200 tree_rss_mb 1,384 MB > 800 MBclaude
WARN10:48:16 PM · Aug 7sessions-aggregate·0 sessions_tree_rss_sum_mb 3,772 MB > 3,441 MB8 claude+codex sessions
WARN10:33:14 PM · Aug 7claude·60394 tree_rss_mb 921 MB > 800 MBclaude
WARN10:18:13 PM · Aug 7sessions-aggregate·0 sessions_tree_rss_sum_mb 3,924 MB > 3,441 MB9 claude+codex sessions
WARN10:03:11 PM · Aug 7claude·97200 tree_rss_mb 1,190 MB > 800 MBclaude
WARN9:38:08 PM · Aug 7claude·97200 tree_rss_mb 1,010 MB > 800 MBclaude
WARN8:33:02 PM · Aug 7claude·97200 tree_rss_mb 988 MB > 800 MBclaude
WARN8:13:00 PM · Aug 7claude·97200 tree_rss_mb 1,408 MB > 800 MBclaude
WARN5:02:43 PM · Aug 7claude·55469 tree_rss_mb 835 MB > 800 MBclaude
updated just nownext 3m 00s