Commit Graph
336 Commits
Author SHA1 Message Date
Mikhail Chusavitin 2354599889 fix(pcie): account for downstream link capability 2026-08-28 09:12:02 +03:00
Mikhail Chusavitin af95216c6f feat(tpm): add read-only TPM validation 2026-08-26 17:13:50 +03:00
Mikhail ChusavitinandClaude Sonnet 5 9e466b8a70 fix(pcie): stop misreporting empty/vanished slots as speed degradation
pcie-link's retrain check compared post-retrain speed against a port's
max capability without checking whether anything was actually seated
downstream. A switch downstream port with no card plugged in retrains
to zero lanes but still reports a reset-state speed, so it was
misreported as "retrained to Gen1, capable of Gen5" — indistinguishable
from a real degraded link.

Now a port that was already empty before the retrain is skipped (same
treatment as a disabled device: legitimately unpopulated slots are
common and shouldn't fail the check), while a device that answered
before the retrain and disappeared right after it still fails, with an
honest "no device detected downstream" message instead of a fabricated
speed reading.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-26 12:44:57 +03:00
mchus ccc781856e fix: complete hardware collection diagnostics 2026-08-25 17:04:33 +03:00
Mikhail ChusavitinandClaude Sonnet 5 ba250330d5 fix(app): capture PCIe link / AER diagnostics at boot, not just on demand
pcie-nvidia-link.txt, pcie-nvidia-link-under-load.txt, and
kernel-aer-nvidia.txt only ever lived in supportBundleCommands, which
exclusively runs inside the on-demand "Download Support Bundle" web UI
action. The blackbox USB auto-sync worker never calls that function -
it only mirrors whatever CaptureTechnicalDump already wrote into the
live export tree at boot. So these three files were structurally
unreachable from a blackbox pull no matter how fresh the build was;
earlier analysis of a real blackbox misattributed their absence to
build/version drift instead.

Move the underlying scripts into shared exported constants
(platform.PCIeNvidiaLinkScript, PCIeNvidiaLinkUnderLoadScript,
KernelAERNvidiaScript) and add them to techDumpNvidiaCommands, so
CaptureTechnicalDump captures all three once at boot (bee-audit is
oneshot, so the ~8s bee-gpu-burn cost for the under-load sample is a
one-time boot cost, not a per-sync-cycle one) alongside the existing
nvidia-smi-* dumps. supportBundleCommands still re-runs the same
scripts on demand for a fresher sample - that's intentional, not a
duplicate to clean up.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 18:39:28 +03:00
Mikhail ChusavitinandClaude Sonnet 5 b11018ac5e fix(collector): stop pinning GPU PCIe status on an unverified idle reading
NVIDIA GPUs deliberately downclock PCIe to Gen1 at idle for power
saving, and applyPCIeLinkSpeedWarning fired on every idle collector
pass regardless - since component-status DB records never downgrade
(Record() only ever raises severity), one boot-time idle sample
permanently pinned pcie:gpu:nvidia to Warning for the rest of the
session even after every load-bearing GPU SAT test passed clean. Two
prior fixes (nvidia-smi-sourced link speed, pcie_aspm=off boot flag)
didn't hold up against this hardware/driver combination - see
bible-local/decisions/2026-08-24-pcie-gpu-gen1-idle-warning.md for the
full history.

Rather than add a downgrade path, stop writing an unverified status in
the first place: parseLspciDevice no longer calls
applyPCIeLinkSpeedWarning on the idle path. LinkSpeed/MaxLinkSpeed stay
populated as plain descriptive fields; only a verified-under-load
caller may now turn them into a status verdict.

Two new SAT targets provide that verified signal:

- pcie-link (platform/pcie_link_check.go): forces every enabled PCIe
  device - not just GPUs - to retrain via the PCIe spec's Link Control
  "Retrain Link" bit, then compares the negotiated speed against the
  device's max. Covers NICs/HBAs/switches that have no bee-gpu-burn
  equivalent load tool. Classifies by PCI class code + vendor ID, not
  name substrings. Routes gpu_nvidia/gpu_amd/other sub-verdicts into
  their own component-status keys so a degraded NIC never reads as a
  GPU fault.
- nvidia-pcie-bandwidth (platform/nvidia_pcie_bandwidth.go): drives
  real host<->device traffic via dcgmi diag -r nvbandwidth and
  resamples link speed immediately after, independent of nvbandwidth's
  own pass/fail.

Both wired into the task queue/webui the same way as nvidia-config
(routes, dispatch, priority, Validate page cards, Run All Check SAT).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 18:39:19 +03:00
Mikhail ChusavitinandClaude Sonnet 5 7aa276320b fix(webui): trust IPMI FRU readback over ipmitool's exit code
`ipmitool fru edit` frequently exits non-zero after a field resize
(shrinking/growing a string shifts every later offset in the FRU
record) even though the write itself landed correctly on the BMC -
the failure is in ipmitool's own post-write re-parse, not the write.
bee was treating that exit code as authoritative and marking the task
failed even when the field was actually written.

runIPMIFRUWriteTask now re-reads the FRU on a non-zero exit and
compares the target field's actual value before deciding the task
failed, logging which path it took either way.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 18:39:02 +03:00
Mikhail ChusavitinandClaude Sonnet 5 198567dffe fix: surface CPU thermal throttling in status and SAT results
A CPU that had thermally throttled (sysfs thermal_throttle counter >
0) still reported status "OK" everywhere: dmidecode-derived CPU status
only distinguishes populated/enabled/disabled and never looked at the
throttle flag the collector already recorded next to it, and neither
SAT path meant to catch this actually could:

- The routine "cpu" SAT pack (RunCPUAcceptancePack) only checked
  lscpu/sensors/stress-ng exit codes — stress-ng exits 0 whether or
  not the CPU throttled while running it, so an 89°C/throttled CPU
  right after a "successful" run still showed cpu:all as OK in
  component-status.json.
- The more thorough platform-stress test already detected throttling
  and fan-spindown correctly, but wrote its verdict as "Overall: FAIL
  — ..." with no "=", which parseSATKV can't parse — so even a real
  detected throttle event never reached the component-status DB.

Fixes:
- cpu_telemetry.go: escalate a CPU's status to Warning (only-escalate,
  same severity ranking already used elsewhere) when Throttled is set.
- sat.go: add a before/after thermal-throttle-counter check job around
  the "cpu" pack's stress-ng run, so a throttle event during the run
  fails that job and (via the existing FAILED->Warning DB mapping)
  flips cpu:all to Warning.
- platform_stress.go: emit a machine-readable overall_status= line
  alongside the human-readable verdict so platform-stress results
  actually reach ApplySATResultToDB.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 17:41:40 +03:00
Mikhail ChusavitinandClaude Sonnet 5 56d12b1f3c fix(collector): use word-boundary matching for dmesg severity
dmesgSeverity classified a kernel log line as Critical via plain
strings.Contains, without word boundaries, so common words that merely
contain a keyword as a substring false-positive — "disabled by
default" was flagged Critical because "default" contains "fault"
(de-fault). Found in a support bundle where 140/238 event_logs entries
came back Critical, most of them harmless boot messages (module load
notices, "... is initialized", "disabled by default"), drowning out
genuinely critical entries (Xid, AER, ECC) in the same list.

Switch to the same \b-bounded regexes already used for the capture
patterns above it in this file.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 17:41:28 +03:00
Mikhail ChusavitinandClaude Sonnet 5 a09201c7ab fix(collector): recover storage model for NVMe drives exposed as SCSI
An NVMe SSD passed through a RAID/HBA as /dev/sdX (not /dev/nvmeX) gets
smartctl'd over the SCSI protocol, which reports its model in
scsi_model_name/scsi_vendor/scsi_product instead of the ATA/NVMe
model_name field. smartctlInfo only mapped model_name, so the drive's
model was silently dropped from reanimator.json even though smartctl
ran successfully and the serial number came through fine — caught via
a support bundle where lsblk showed "SSSTC CA6-8D1024" for a drive but
reanimator.json's storage entry had no model at all.

Add scsi_model_name/scsi_vendor/scsi_product to smartctlInfo and fall
back to them, in that order, when model_name is empty.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 17:41:23 +03:00
Mikhail ChusavitinandClaude Sonnet 5 9add5616dd fix(app): bound support-bundle subprocess calls with timeouts
A wedged GPU (fallen off the bus, needs a physical power-cycle) makes
nvidia-smi/nvidia-bug-report.sh/dcgmi hang indefinitely, so building a
support bundle on such a host never finished and the "Download Support
Bundle" button spun on "Building..." forever with no way to recover
short of restarting the service.

Give every subprocess this file shells out to a bounded context.
nvidia-bug-report.sh gets a longer timeout since it legitimately takes
tens of seconds on multi-GPU boxes even when healthy.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-24 17:41:18 +03:00
Mikhail ChusavitinandClaude Sonnet 5 134bed3eae refactor: dedupe status-severity ranking and small webui helpers
statusSeverity was byte-for-byte duplicated in collector/contract.go and
app/sat_overlay.go (same switch, same comment). Export it as
collector.StatusSeverity and drop the app-package copy.

page_topo.go inlined the same GPU/NIC/RAID class switch as its own
pcieDeviceKind function in one spot — call the function instead.

page_validate.go had its own copy of pages.go's firstNonEmpty (all call
sites already pre-trim their inputs via validateTrimPtr, so the extra
TrimSpace was redundant) — drop the duplicate.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-18 14:44:52 +03:00
Mikhail ChusavitinandClaude Sonnet 5 e3697c0a11 fix(pcie): stop misclassifying same-vendor non-GPU devices as GPUs
matchesGPUVendor (sat_overlay.go) matched any PCIe DeviceClass containing
the substring "Controller" instead of the actual GPU classes, so a
same-vendor non-GPU device (e.g. an NVIDIA-branded NIC/storage controller)
with a degraded PCIe link surfaced as a pcie:gpu:<vendor> alarm on the
Hardware Summary/webui.

isGPUDevice (app_format.go) had the same bug via a different path: an
"any NVIDIA-vendor device is a GPU" fallback that could inflate the
"GPU: N x <model>" audit summary line with non-GPU companion devices
(NVSwitch/NVLink bridges, etc).

Both now defer to collector.IsGPUClass (exported from the previously
unexported isGPUClass), the canonical exact-match classifier already used
by amdgpu.go — removing the duplicated/incorrect class checks instead of
reimplementing them. Also dedup two more locally-duplicated classifiers
within webui (which doesn't import collector by convention): NIC-class
matching (pages.go/page_topo.go) and GPU-class matching in
page_validate.go now share one copy per package instead of being
reimplemented per file.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-17 12:50:50 +03:00
Mikhail ChusavitinandClaude Sonnet 5 4ac9863353 fix(webui): keep ramp-up burns as a single multi-GPU task
buildNvidiaTaskSet only treated ParallelGPUs as a reason to keep all
selected GPUs in one task, so ramp-up (StaggerGPUStart) fell through
to per-model task splitting. When that split left a single GPU in a
task, resolveNvidiaRampPlan silently returned StaggerSeconds=0,
making the ramp-up toggle a no-op.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-17 10:59:49 +03:00
Mikhail ChusavitinandClaude Sonnet 5 b1f165edb3 fix(collector): surface PCIe link-speed degradation in component-status DB, sample it under load
pcie:gpu:<vendor> in the component-status DB (what the Hardware
Summary/webui "check passed" status reads) was only ever written by SAT
diag results, and none of the nvidia/nvidia-config/nvidia-interconnect/
nvidia-bandwidth SAT jobs check PCIe link speed. So a real Gen1/Gen4
degradation the collector already flagged as Warning in the hardware
snapshot never reached the DB-backed status, and the audit kept
reporting "OK" despite GPUs training at Gen1 with BMC showing x16.

Add writePCIeGPUStatusesToDB, mirroring the existing PSU write-through,
so RunAudit pushes the collector's PCIe status into the DB alongside
SAT results.

Also add export/gpu/pcie-nvidia-link-under-load.txt to the support
bundle: NVIDIA drivers deliberately downclock PCIe at idle to save
power and re-train to full speed under load, so an idle Gen1 reading
alone can't distinguish real hardware/riser degradation from normal
power management. Resample the same sysfs link attributes while
bee-gpu-burn is actively loading the GPUs so both bundles ship
together.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-06 13:51:14 +03:00
Mikhail ChusavitinandClaude Sonnet 5 3ec7ca08da feat(webui): sync host clock and timezone from browser
Adds POST /api/system/time-sync so the dashboard's "Sync with this
browser" button can set the host's date, time, and IANA timezone from
the client's browser — useful for appliances with no NTP/network
access to keep their own clock straight. Disables NTP before writing
the manual time so it doesn't get immediately overwritten.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-06 13:43:31 +03:00
Mikhail ChusavitinandClaude Sonnet 5 b2b3f86c8d fix(nvidia): surface Xid 79/154 GPU bus-fall-off as a physical-reboot-required signal
nvidia-bug-report.sh appends .gz to --output-file when gzip is available,
which silently produced empty nvidia-bug-report.txt in support bundles
(cat looked for the uncompressed name that never existed).

Also: a GPU that falls off the PCIe/NVLink bus (Xid 79) or gets flagged
for Node Reboot Required (Xid 154) mid-SAT-run left every downstream test
failing with generic, unrelated-looking errors (CUDA "unknown error",
"unable to determine device handle") with no indication the GPU needed a
physical power-cycle to recover. Detect these codes from SAT run logs and
surface a plain-English "physical reboot required" message in the task's
failure detail, the persisted component-status DB, a dashboard banner on
the Hardware Summary card, and topology diagram GPU-node severity.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-06 12:28:34 +03:00
Mikhail ChusavitinandClaude Sonnet 5 a34e823f82 fix(collector): stop NVIDIA enrichment from clobbering PCIe status
enrichPCIeWithNVIDIAData unconditionally overwrote dev.Status after
collectPCIe() had already flagged a Warning/Critical (e.g. PCIe link
speed degraded), so a clean ECC/remap/reset readout silently downgraded
that finding back to OK while leaving the stale ErrorDescription behind.

Add a severity-ordered merge (OK/Unknown < Warning < Critical) shared
via mergeDeviceStatus in contract.go, and route both the NVIDIA status
calculation and the driver-unavailable fallback through it.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-04 17:28:47 +03:00
mchus 983f41a1f0 fix(nvidia): detect NVSwitch fabric via driver, not host-PCIe
On HGX B200 (Kaytus KR9288-X3) NVSwitch is managed via HMC/ERoT and never
appears on host lspci as 10de:0680, so the old check always returned
"not present" and silently skipped fabricmanager — leaving the fabric
untrained and CUDA/NCCL/dcgmi failing with "system not yet initialized"
on otherwise-healthy hardware. bee-check-nvswitch now checks, in order,
nvidia-smi's GPU Fabric GUID, /proc/driver/nvidia-nvswitch/devices, and
finally the legacy host-PCIe scan for older HGX generations.
2026-07-29 18:58:19 +03:00
mchusandClaude Sonnet 5 8a91f0f783 fix(webui): repair broken scenario Run button onclick, dedupe build.sh overlay staging
- page_scenario.go: onclick built via JSON.stringify() embedded raw double
  quotes inside a double-quoted HTML attribute, truncating the attribute so
  the click handler never compiled; pass the name through an escaped
  data-scenario-name attribute instead.
- build.sh: overlay staging rsyncs (OVERLAY_DIR->stage, stage->includes.chroot)
  ran without --delete, so a scenario removed from the repo (a9924b0) stayed
  baked into every ISO built from the persistent stage cache since — the
  "second script" in the Scenario page's list.
- blackbox: rewritten around a deterministic local zip + incremental
  patch-the-changed-suffix onto removable media, instead of walking/copying
  ~90 files through a synchronous ntfs-3g FUSE mount every cycle. journalctl
  captures are now "--since last sync" (were "--since boot", growing with
  uptime) and metrics.db is excluded (was copied whole every cycle).
- scenario: nvbandwidth-acs-ab now escalates GPU count (same-socket pair,
  other socket's pair, one cross-socket pair, all GPUs) under each ACS state
  instead of always running all 6 GPUs at once, using a new `bee
  gpu-bandwidth-groups` subcommand that discovers socket layout from
  `nvidia-smi topo -m` at runtime — gpu_indices is host-specific, so this
  can't be baked into the scenario file.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-29 18:11:24 +03:00
mchusandClaude Opus 4.8 86aa11c2d7 fix(webui): dispatch "scenario" tasks in the real task runner, collapse duplicate target switch
The Scenario page's Run button enqueued a task with target "scenario" that
never launched any load: the queue runs each task in an external
bee-worker subprocess (RunPersistedTask -> executeTaskWithOptions in
task_runner.go), whose target switch had no "scenario" case, so the task
died with "unknown target: scenario". The case had only been added to
taskQueue.runTask's switch in tasks.go — a stale copy exercised solely by
unit tests, which is why the tests passed while the button did nothing.

Add the "scenario" case (ReadScenario -> ParseScenarioJSON -> RunScenario)
to executeTaskWithOptions, and collapse runTask into a thin delegate to it
so there is a single target dispatch. The old runTask switch had already
drifted into a subset (missing nvme-format, *-write, raid-*, nvidia-config,
...); removing it eliminates the divergence that hid this bug. Also drop the
now-orphaned taskQueue.statusDB helper.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-29 13:00:41 +03:00
Mikhail ChusavitinandClaude Sonnet 5 d108df7fe9 platform/webui: add scenario description, show it in the Scenario page's list
ScenarioSpec gains an optional "description" field. Listing (both
ListLocalScenarioFiles and ListScenarioFilesOnRemovableMedia, via the new
scenarioDescription helper) reads it out of each file without requiring
full ParseScenarioJSON validation to succeed, so a listing never hides a
scenario over an unrelated validation issue. The webui Scenario page now
renders Name/Description/Found-on/Run instead of just Name/Found-on — a
bare filename rarely tells anyone but the author what a scenario actually
does.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 19:28:07 +03:00
Mikhail ChusavitinandClaude Sonnet 5 5a780e96b4 platform/app/webui: ship the power-watch scenario baked into the image
platform.LocalScenariosDir (/usr/share/bee/scenarios, populated from
iso/overlay/usr/share/bee/scenarios/ by build.sh's overlay rsync) is now
checked before removable media for both `bee run <name>` and the "6.
Scenario" page — a scenario shipped with the image works with no USB
stick required. ReadScenario/ListAvailableScenarios merge local + USB;
the removable-media-only functions from the previous commit are kept
as-is (still used directly where that's actually what's wanted) rather
than renamed out from under existing callers/tests.

iso/overlay/usr/share/bee/scenarios/nvbandwidth-all-gpu-power-watch.json
is a copy of scenarios/nvbandwidth-all-gpu-power-watch.json — the two
aren't auto-synced (documented in scenarios/README.md), so shipping a
scenario baked-in means checking it into both places.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 19:10:35 +03:00
Mikhail ChusavitinandClaude Sonnet 5 bcf02e0515 webui: add "6. Scenario" page — run scriptable test scenarios from removable media through the normal task queue
Exposes the scenario engine (platform.System.RunScenario, added earlier)
in the web UI instead of only the `bee run` CLI: a new nav item lists every
scenarios/*.json found on mounted removable media (GET /api/scenario/list)
and runs one with a click (POST /api/scenario/run), enqueued as a normal
Task with target "scenario" — progress/logs live in Tasks like any other
SAT pack, no separate live-output UI needed.

- app.go: satRunner gains RunScenario, exportManager gains
  ListScenarioFilesOnRemovableMedia/ReadScenarioFromRemovableMedia — both
  already implemented on platform.System, just newly exposed through App.
- webui/tasks.go: taskParams.ScenarioName; runTask's "scenario" case reads
  the file from removable media, parses it, and runs it.
- webui/page_scenario.go: the page itself.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 18:58:11 +03:00
Mikhail ChusavitinandClaude Sonnet 5 20cd317c87 platform/cmd/webui: add a scriptable test-scenario engine, load scenarios from blackbox USB, GPU status detail inventory fallback
Investigating the CG480-S6053 reboot needed a way to run an ad-hoc load
(nvbandwidth across a specific GPU set) while sampling IPMI/nvidia-smi
telemetry in the background — without hardcoding a one-off test into the
SAT pack code for a single investigation.

- audit/internal/platform/scenario.go: ScenarioSpec/ScenarioJob (JSON,
  no new dependency) + System.RunScenario. "command" jobs run sequential
  or parallel (per-job "parallel" flag); "sampler" jobs run concurrently
  in the background on their own interval until every command job
  finishes or the scenario's timeout elapses. "{{gpus}}" in a command's
  cmd is substituted from that job's gpu_indices. Command jobs are wired
  through the same satJobBoundaryHook/satSyncBracketHook seams the SAT
  job runner uses, so a scenario run gets the same durability treatment
  (evidence that a risky command started/finished reaches blackbox before
  a possible crash, not just whatever streamed to the RAM-backed export
  dir).
- export.go: ReadScenarioFromRemovableMedia mounts each removable target
  looking for scenarios/<name>.json — an air-gapped engineer can author a
  scenario elsewhere, drop it under scenarios/ on the same USB stick
  already plugged in for blackbox, and run it with no network path onto
  the host.
- cmd/bee: new `bee run <file.json|name>` (bare name = looked up on
  removable media); `bee scenario run <arg>` kept as a longer alias.
- scenarios/nvbandwidth-all-gpu-power-watch.json: the scenario that
  reproduced the actual reboot (full nvbandwidth across all GPUs, which
  crashed, vs. clean per-socket passes), with IPMI sensor + GPU power/temp
  sampling for a power-delivery correlation check.

Also: webui/page_topo.go — the /topo page's component-status-detail modal
(GET /api/component-detail/{type}) showed "No status data recorded yet"
for any component type ComponentStatusDB has no history for yet (e.g. GPU
before a SAT run this boot), even though the topology card for the same
component already showed "N OK" from the audit inventory snapshot.
inventoryFallbackRecords now synthesizes records from that same inventory
snapshot when StatusDB is empty, using the same device classifiers
(isGPUDeviceClass etc.) and severity mapping (classifyTopoSeverity) the
topology card itself uses, so the two views never disagree.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 17:51:45 +03:00
Mikhail ChusavitinandClaude Sonnet 5 49979c4da4 app: don't let a renamed-away source path abort the whole blackbox/support-bundle copy
copyPath/copyPathFiltered treated any os.Stat/os.ReadDir/os.Open error on a
source entry as fatal, aborting the entire tree copy. A source path is read
from the live export dir while bee's own task runner concurrently renames
task directories (e.g. "_pending" -> "_done") — an entry present in the
parent's os.ReadDir a moment ago disappearing by the time it's individually
Stat'd/Open'd is an expected race, not a real failure.

Seen on a real crash bundle: blackbox got stuck in status "degraded" from
early in the run (first hit during the CPU pack, well before the GPU tests)
after exactly this race, and every syncBracket wait then timed out for the
rest of the run — the discovery/wait plumbing from the previous fix works,
but had nothing working under it to wait on. The target also accumulated
stale "_pending" copies alongside "_done" ones with no cleanup, though
fixing that dedup is left for a follow-up.

os.IsNotExist(err) now skips the vanished entry instead of propagating.
Added regression tests simulating the race directly (copy_path_race_test.go).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 16:28:11 +03:00
Mikhail ChusavitinandClaude Sonnet 5 fa618d5abb platform/app: restructure support bundle/blackbox mirror into device-type export/, status/, tasks/, livecd/
Replaces the flat export/ + techdump/ + system/ + systemd/ layout (two
same-named-but-different techdump/ dirs, disk reports duplicated between a
SAT run dir and techdump/) with one shared categorizeExportTree used by both
BuildSupportBundle and the blackbox USB mirror:

- export/{cpu,memory,storage,gpu,network,platform}/ — raw vendor-tool
  output grouped by device type, plus export/reanimator.json ready to POST
  to Reanimator's /ingest/hardware endpoint.
- status/ — computed diagnosis (component-status.json, runtime-health.*,
  and metrics.db, previously missing from every bundle entirely).
- tasks/ — bee's own task-run bookkeeping (bee-sat/, bee-bench/, task
  reports, service logs) where duplication with export/ is expected.
- livecd/{gui,host}/ — live-boot/kiosk-session-only diagnostics, kept out
  of the hardware-facing tree.

Drops the redundant disk-report mirror write in RunStorageAcceptancePack
and the now-dead syncDirectoryTree/removeMissingPaths; adds a size+mtime
skip in copyPath so the blackbox mirror doesn't rewrite unchanged files
every cycle. README.md rewritten to match.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 14:33:26 +03:00
Mikhail ChusavitinandClaude Sonnet 5 e03267a72f platform/app: fix nvbandwidth split fallback, blackbox discovery churn, and add blocking sync brackets around load steps
- gpuBandwidthSocketGroups: a single GPU whose NUMA node fails to resolve
  no longer collapses the whole per-socket nvbandwidth split into one
  fallback pass — it now folds into the last resolved group instead,
  preserving isolation for the sockets that did resolve.
- blackbox discoverMarkedTargets: skip mounting/unmounting devices that
  already have a running worker on every 2s discovery tick. This was
  observed hammering the same USB target continuously (mount+unmount
  every ~2s for the whole session) and contending with the worker's own
  sync cycle, plausibly explaining multi-minute sync cycles seen on a
  real crash bundle.
- syncFilesystem now calls syscall.Sync() directly instead of spawning
  /bin/sync per copied file; blackbox mounts removable targets with
  -o sync so writes are durable without relying on the app-level sync as
  the primary mechanism.
- New platform.SetSyncBracketHook / satJob.syncBracket: blocks (with a
  bounded timeout) on blackbox actually reaching removable media right
  before and right after a diagnostic's real load step (nvbandwidth,
  memtester, stress-ng, dcgmi diag, nccl, smartctl/nvme self-test...),
  instead of only firing a fire-and-forget kick after the job's own log
  file is written. A crash mid-load now has durable evidence the load
  started, not just whatever streamed to the RAM-backed export dir before
  blackbox's next scheduled cycle.

Found investigating a real support bundle where blackbox's last
successful sync (19:55:25) predated both the previous job finishing and
the crashing nvbandwidth job starting (19:56:57) — none of the crash
window ever reached durable media.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-28 14:22:05 +03:00
Mikhail Chusavitin 781cf5dcbf platform/app: stream SAT job output live and kick blackbox on job completion
A crash mid-command (e.g. the nvbandwidth reboot) previously lost that
job's entire output: streamExecOutput only buffered stdout/stderr in
memory and the job's log file was written once, after the process
exited. It now also streams each line straight to that file as it
arrives, so whatever printed before a crash survives.

Root filesystem here is a tmpfs overlay (toram boot), so the only real
persistence boundary is blackbox's mirror to removable media, not the
local write itself. platform.SetJobBoundaryHook lets app wire a touch
of a small kick-file after each job's output is written; blackboxWorker
now polls that file's mtime alongside its normal adaptive timer and
syncs immediately on a kick instead of waiting out the current flush
period (up to 30s).
2026-07-27 17:40:22 +03:00
Mikhail Chusavitin ced2175fb0 platform: split nvbandwidth SAT into per-socket + all-GPU passes
On multi-socket systems, run the NVIDIA bandwidth diagnostic once per
CPU socket before the all-GPU pass, so a crash confined to the all-GPU
run (with clean per-socket passes preceding it) isolates a cross-socket
peer-to-peer fault instead of leaving it conflated with a general
GPU/PCIe issue. Single-socket systems keep the original one-pass shape.

Also expand the support-bundle README with reference notes distilled
from a real analysis pass (BMC clock drift, "0/empty" tool output
meaning absent hardware rather than a fault, timestamp-matching before
assigning causality, and a normal-power-cycle SEL signature), plus a
step-by-step recipe for diagnosing an unexpected reboot/crash during a
specific test.
2026-07-27 17:01:39 +03:00
Mikhail ChusavitinandClaude Sonnet 5 41f683de2b webui/topo: attach memory DIMMs to their CPU column in the topology diagram
Memory used to render as one unattached row below the whole diagram
regardless of which socket it belonged to. schema.HardwareMemory has no
NUMANode field (unlike PCIe devices), so CPU affinity is instead read out of
the DIMM's own Locator string: either a CPU number encoded directly in it
("CPU0_DIMM_A1"), or — when the Locator has no CPU number of its own, e.g.
"DIMM000(A)" — a node number from Bank Locator ("_Node1_Channel0_Dimm0"),
read from the persisted dmidecode-type17.txt techdump the same way the
NVLink card already reads extra techdump for visualization only.

DIMMs that can't be attached to a column via either heuristic still fall
back to the old unattached "Memory" row so nothing silently disappears.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 17:15:06 +03:00
Mikhail ChusavitinandClaude Sonnet 5 c1f0f7824e platform: mirror per-drive disk reports into techdump
Storage acceptance runs already write disk-<prefix>-report.txt (per-drive
health + pseudographic resource bars) into the timestamped bee-sat run dir.
Also mirror it into techdump, a sibling of baseDir under the same export
dir, so a support bundle surfaces these reports alongside the rest of the
diagnostics without anyone having to dig into a specific bee-sat run dir.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 16:38:07 +03:00
Mikhail ChusavitinandClaude Sonnet 5 b30d34199a app/webui: replace generic "see summary.txt" SAT failure text with the real reason
Every place that surfaced a FAILED SAT result — task error messages,
component-status.json detail, and the hardware snapshot's ErrorDescription/
StatusHistory — used to say only "SAT overall_status=FAILED (see
summary.txt)" or "<label> failed", forcing an engineer to go dig through the
run directory to find out what actually broke.

nvidia-config's summary.txt now carries a "warnings" field with the specific
GPU/NVLink finding. A new SATFailureDetail/satFailureDetailFromKV in
component_status_db.go reads that field, or falls back to naming whichever
generic SAT sub-job(s) reported non-OK/UNSUPPORTED status along with their
exit code. This feeds both the task-runner error message and the component
status DB. sat_overlay.go's satKeyStatus (which drives ErrorDescription on
the exported hardware snapshot) now does the same, with storage kept
per-device so one drive's rc doesn't get attributed to another's card.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 15:48:12 +03:00
Mikhail ChusavitinandClaude Sonnet 5 5aee146903 app: ship a README.md in every support bundle and blackbox capture
An agent handed a bundle path had no way to know its layout without
grepping through random logs first — confirmed by watching a separate
session read bee-nvidia.log before anything else on a real bundle. Embeds
a single README.md (bee-embed, internal/app/assets/) explaining what bee
is and giving direct answers to the questions someone analyzing a bundle
is most likely to ask (did the tests pass, what hardware is this, is a
service healthy, RAID/GPU/NVLink state, etc), written at the bundle root
by both BuildSupportBundle (support-bundle archive root, sibling of
manifest.txt) and blackboxWorker.syncCycle (removable-media boot-folder
root, which otherwise has no manifest.txt-equivalent pointing anywhere).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 11:37:44 +03:00
Mikhail ChusavitinandClaude Sonnet 5 cfaa15ec7c platform/webui: fold confidential-computing into a GPU config + NVLink check
The standalone "confidential-computing" SAT target only ever checked CC
readiness, which most fleets never opt into (a NOT_READY verdict there
isn't a fault). Meanwhile DCGM diag never asserts GPU config compliance
(ECC/MIG/power-limit vs factory default) or NVLink topology (per NVIDIA's
own DGX BasePOD deployment guide, this needs a separate validation step)
— gaps confirmed against public DCGM docs and a real NV17-vs-expected-NV18
bonded pair found on a live bundle.

Repurposes the routine into "nvidia-config": reuses the existing
ListNvidiaGPUSettings() (already backing the GPU-settings page) to flag
ECC disabled, a MIG mode change stuck pending a reset/reboot, and a power
limit capped >5% below default; parses "nvidia-smi topo -m" bonded pairs
against "nvlink -s/-e" to flag any inactive lane or nonzero replay/
recovery/CRC counter on an otherwise-active bond. CC readiness is folded
in as one informational field (does not gate overall_status) rather than
a dedicated test. Reports under the same pcie:gpu:nvidia severity key as
every other nvidia-* SAT target instead of an isolated key, so a
config/NVLink FAILED result isn't invisible next to stress-test results.

Also fixes ApplySATResultToDB silently dropping any target with no
matching switch case (exactly what the old confidential-computing target
did) with a new coverage test enumerating every real SAT target.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 11:36:52 +03:00
Mikhail ChusavitinandClaude Sonnet 5 cc3997f7b1 app/webui: fix component-status.json multi-process clobber and unbounded growth
The long-lived bee-web process (writing PSU/kmsg watchdog records ~every
60s) and each short-lived "bee bee-worker" SAT-task subprocess each held
an independent in-memory copy of component-status.json. Whichever saved
last won outright, silently erasing whatever the other had just written —
e.g. a GPU SAT task's pcie:gpu:nvidia result vanishing the next time the
PSU watchdog ticked. ComponentStatusDB.Record now reloads on-disk state
(keyed by newer LastCheckedAt) before merging its own update.

Also stops re-logging identical repeat observations to History: the
ingest contract defines status_history as a transition log ("История
переходов статусов"), not a per-poll journal, but Record appended one
entry per call regardless — a continuously-polled PSU grew an unbounded
run of identical "still OK" entries. Now only appends when a source's
last recorded status for a key actually changes.

The PSU watchdog itself now backs off (60s -> doubling, capped at 30min)
while steady and resets to 60s the moment any PSU's status changes, cutting
ipmitool shellouts and file writes for a fleet that's been stable for a
while.

Also adds the missing "raid" case to the component-detail API (was
returning 404 for any RAID card's detail click on /topo).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-09 11:24:18 +03:00
Mikhail Chusavitin 1d5c02ebaa webui/topo: responsive PSU/firmware layout, stacked group cards, fix zero-CPU crash
PSU and firmware (BMC/BIOS) boxes were absolutely-positioned SVG rects in a
single fixed-width row with no wrap, so an arbitrary/larger count piled up
and overlapped once a board had more of either than fit in that row. Move
them to plain flex-wrap HTML below the diagram (Firmware row first, then
Power Supplies), which reflows naturally for any count. The main CPU/PCIe/
GPU diagram now scrolls horizontally (overflow-x:auto) instead of being
squashed to fit narrow viewports, matching the wide-table convention used
elsewhere in webui.

Also fixes a crash: renderTopoMainDiagram forced numCols to 1 for layout
purposes when a snapshot has zero CPUs, then unconditionally indexed
hw.CPUs[0], panicking the whole /topo page on any audit without CPU data.

Same-kind/same-column components (e.g. 4 GPUs in one NUMA node) now render
as one stacked card summarizing worst-case status plus a tally line ("3 OK,
1 Warning") instead of one box per component, and card severity coloring
uses real fill/stroke vars instead of HTML badge classes that don't apply
any style to SVG shapes.
2026-07-09 10:52:38 +03:00
mchusandClaude Fable 5 10557ec0f6 webui/collector: strip ANSI escapes in nvidia-smi topo parsing, auto-prepare drives for RAID mirror creation
- nvidia-smi underlines the topo -m header with ANSI CSI codes even when
  writing to a file; both NVLink matrix parsers failed to find the header
  and /topo showed "No NVLink-bonded GPU pairs found" on bonded systems.
- raid-lsi-create-mirror failed with "resources already in use" (exit 11)
  on JBOD drives; the task now reads drive states and auto-converts
  JBOD/UBad (set good force), releases hotspares, refuses Frgn/Onln with
  actionable messages, and dumps preservedcache info when add vd fails.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-08 23:16:04 +03:00
Mikhail ChusavitinandClaude Sonnet 5 1175e6ccd8 gpu: collect reset-required/row-remap status and classify Xid codes by severity
nvidia-smi exposes reset_status.reset_required and remapped_rows.* only on
newer drivers for Ampere+ GPUs; queried via a separate exec call since an
unrecognized field name fails the whole --query-gpu command and would have
wiped out unrelated telemetry (temp/ECC/power) on older drivers otherwise.

Also refines Xid severity in both the ingest dmesg collector and the
always-on kmsg watcher: Xid 64 (row-remap InfoROM write failure) now
escalates to Critical instead of the generic warning every other Xid got,
and fixes the SAT-window flush path which previously hardcoded "Warning"
and ignored pattern severity entirely.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 19:28:59 +03:00
Mikhail ChusavitinandClaude Sonnet 5 4e306ff78c raid: parse storcli64/storcli2's actual per-slot drive JSON shape
RAID Controller Management showed "No drives detected" for a live
SAS3808-iMR controller even though storcli64 clearly enumerates its
drives. Root cause: the "eall/sall show all J" drive-listing parser
(collector/raid.go and its webui/raid_mgmt.go duplicate) assumed
drives are reported as a single "Drive Information" array, but real
storcli64/storcli2 output nests each drive under its own dynamically
named key ("Drive /c0/e69/s0", paired with a "... - Detailed
Information" key) — confirmed against a live techdump/storcli64-drives.json
capture. The assumed shape was never actually produced by the tool, so
this affected every storcli64/storcli2 controller, not just Tri-Mode
ones (the storcli2 fallback added in b7f015c never got a chance to
mask it in practice, since storcli2 itself reports zero controllers on
this hardware — a separate, unrelated tool-side gap).

Both parsers now read "Response Data" as a raw key map and pull drives
from either shape, so older storcli output using the array form still
works alongside the real per-slot form.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 17:21:05 +03:00
Mikhail ChusavitinandClaude Sonnet 5 2d84ddb577 webui/topo: read from techdump instead of live nvidia-smi, fix socket/NUMA mismatch, fix cross-tier SAT status merge
/topo blocked the HTTP request on live nvidia-smi calls with no timeout
(topo -m, nvlink -s/-e run on every page load), so a wedged driver hung
the page indefinitely. CaptureTechnicalDump now persists these dumps
once per audit cycle; the page reads them from techdump/ instead.

buildSocketIndex mapped NUMA node number to CPU by treating dmidecode's
Socket Designation (often 1-indexed, "CPU1"/"CPU2") as equal to the
NUMA node number (always 0-indexed) — GPUs/NICs on NUMA node 0 fell
into the "unknown" column, others attached to the wrong CPU box. Now
ranks CPUs by Socket value instead of assuming a shared numbering base.

Fixed a bug in ComponentStatusDB/applyComponentStatusDB where GPU SAT
results were keyed per-target ("pcie:gpu:nvidia-stress") instead of
per-vendor, which both broke cross-tier severity tracking (a later
clean "2. Check" run and an earlier failing "3. Load" run never
compared severities) and silently failed to match any real BDF, so the
DB overlay never reached the topology graph at all. GPU keys are now
normalized to vendor ("pcie:gpu:nvidia"/"pcie:gpu:amd"). Also skip
writing to the DB when a SAT task was aborted by the user (ctx
canceled), so a partial run can't stomp a previously recorded status.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 17:14:03 +03:00
Mikhail ChusavitinandClaude Sonnet 5 f46fc98110 sat: add tests for informational discovery jobs and retry logic
Covers the sat.go fix from 2599d9c: a failing "dcgmi discovery -l"
preflight job must not flip the pack's overall status, and jobs marked
with retries should recover from a transient first-attempt failure.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 15:31:31 +03:00
Mikhail ChusavitinandClaude Sonnet 5 53c46465d2 webui: add persistent GPU settings management (ECC/MIG/CC/power limit)
Adds a GPU Settings card to /tools for the settings that actually
persist on NVIDIA data-center GPUs: ECC mode, MIG mode, and
Confidential Computing mode (all stored in the GPU's inforom/firmware,
take effect after a GPU reset or reboot) plus power limit (does not
persist — reapplied on demand). Includes a one-click "Reset All to
Defaults" that restores factory settings across every visible GPU,
touching only whatever has actually drifted.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 15:25:25 +03:00
Mikhail ChusavitinandClaude Sonnet 5 2599d9c5e3 sat/nvidia-load: make dcgmi discovery non-fatal and bound systemctl restarts
dcgmi discovery -l is a preflight/metadata step ahead of the real DCGM
diag jobs; a transient failure racing nv-hostengine startup shouldn't
flip the whole pack's status, so it's now marked informational with a
couple of retries. Separately, bound the fabricmanager/nvidia-dcgm
systemctl restart/start calls in bee-nvidia-load with a timeout so a
wedged unit (e.g. fabric training stuck on a bad NVSwitch fabric)
can't hang bee-nvidia.service forever and block dcgm from ever
starting.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 15:25:14 +03:00
Mikhail ChusavitinandClaude Sonnet 5 b7f015c713 raid: add storcli2 support for Tri-Mode controllers (SAS3808-iMR/9500 series)
storcli64 enumerates these controllers but reports zero drives; storcli2
is the tool Broadcom ships for Tri-Mode/MegaRAID8 hardware and uses a
compatible JSON schema for drive listing. Wires storcli2 into both the
collector (structured drive data) and the webui RAID Management page
(dedup so a controller isn't double-listed if storcli64 already sees it
with zero drives), plus techdump raw collection and the ISO vendor-tool
build step.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 15:25:06 +03:00
Mikhail ChusavitinandClaude Sonnet 5 a3377083aa webui: add /topo server topology page
New read-only visualization page: CPU sockets as anchor nodes, PCIe
devices (GPU/NIC/RAID) linked to their NUMA-affine socket with edge
color derived strictly from link_speed vs max_link_speed (not from the
device's own Status, which can also be overwritten by SAT-test results
on the same field), PSU/BMC as standalone boxes with no connecting
line, and a separate NVLink Topology card (live nvidia-smi topo -m /
nvlink -s/-e queries, not persisted to any contract).

GPU-GPU edges are drawn strictly from the actual bonded-pair list
parsed out of "nvidia-smi topo -m" (parseGPUPairAdjacency), not from
adjacent box position in the layout — an earlier ASCII mockup drew a
"chain" through unrelated GPUs, which a dedicated regression test now
guards against. A bonded pair spanning two different NUMA nodes is
flagged Warning on the edge and on both GPU boxes, per project
decision that this is an anomaly worth surfacing, not a neutral fact.

Zero changes to the ingest contract: this reverts the HardwareNVLinkPort/
HardwarePCIeDevice.NVLinks field shipped in v11.55 (33d6eee) along with
its collector/nvidia.go enrichment — that field risked a 400 from
Reanimator Core's strict decoder without an RFC, and isn't needed since
the topo page queries nvidia-smi directly instead of reading it from
audit.json. The v11.55 systemd fix (bee-nvidia.service ordering,
nv-hostengine restart) and the nvlink-status/-errors/dcgmi dumps in the
support bundle are untouched.

Also reorganizes support bundle collection per project convention:
system/ is now LiveCD-operational logs only (Xorg, services, console,
network/FS of the host itself); all server-hardware dumps (lspci,
NVIDIA/NVLink/DCGM, fabric manager, PCIe AER, ethtool, mstflint) move
to techdump/, deduplicating two entries already produced by
platform/techdump.go. Adds nvidia-bug-report.sh (previously only
collected inside the NVIDIA SAT pack) and lscpu to the always-on dump.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-07 11:50:33 +03:00
Mikhail Chusavitin 33d6eee9cf sat: collect NVLink status/errors, fix nv-hostengine restart via systemd
Add NVLink port status (nvidia-smi nvlink -s), error counters
(nvidia-smi nvlink -e), and dcgmi nvlink status to the support bundle,
and enrich HardwarePCIeDevice entries with per-link telemetry.

Replace the raw nv-hostengine pkill/restart dance in bee-nvidia-load
with systemctl restart/start of nvidia-dcgm.service, and order
bee-nvidia.service Before= nvidia-dcgm.service and
nvidia-fabricmanager.service so modules/device nodes exist before
those units start.
2026-07-07 10:21:56 +03:00
Mikhail ChusavitinandClaude Sonnet 5 a98721b038 sat: collect dcgmi discovery + full nvvs debug log for all DCGM diags
dcgmi diag's failures only surface a terse wrapper message ("Detected
driver major version 0 is not between the required versions 346 and
2000"), which doesn't say why. Reading DCGM's own nvvs source
(NvidiaValidationSuite.cpp::CheckDriverVersion) shows this fires when
dcgmSystem.GetDeviceAttributes(0, ...) comes back empty — the version
string is never actually malformed. Diagnosing further requires info
bee never collected: whether dcgmi discovery even sees GPU 0/1
correctly, and nvvs's own internal debug log (normally
/var/log/nvidia-dcgm/nvvs.log, which bee never captured).

Add a "dcgmi discovery -l" job before every DCGM diag invocation
(check-gpu-dcgm-l2, nvbandwidth, targeted_power, pulse_test,
targeted_stress), and route dcgmi diag through
"-v -d DEBUG --debugLogFile {{run_dir}}/..." so the full nvvs debug
log lands in the SAT run dir and gets picked up by the support bundle
automatically, instead of needing a live SSH session on hardware we
usually can't get a second look at.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-06 16:52:55 +03:00
Mikhail ChusavitinandClaude Sonnet 5 ee43a8e6ad fix: correctly extract archive path from ActionResult-wrapped SAT results
extractArchivePath only stripped the "Archive written to " prefix when
the string ended in ".tar.gz", but SAT packs write bare run directories,
never actual tar.gz archives. Any task routed through an
ActionResult-wrapping pack function (e.g. RunNvidiaAcceptancePackWithOptions,
used by the DCGM L1-L4 diag task) passed the whole prefixed string into
ReadSATOverallStatus, which then failed to find summary.txt and silently
returned "", masking real job failures as task-level "done".

Strip the prefix directly instead of gating on a suffix that SAT run
dirs never have.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-06 13:33:43 +03:00
Mikhail ChusavitinandClaude Sonnet 5 9db651c75a gpu topology: detect cross-NUMA-only paths between GPU pairs
Flags GPUs that reach one or more peers only via a SYS-class PCIe hop
(crossing the CPU/NUMA-node boundary) in nvidia-smi topo -m. On servers
where GPUs are only bridged pairwise via NVLink bridge (no switched
NVLink fabric), this is the exact path that traffic between different
bridge pairs has to cross, and can cut multi-GPU throughput by 2x+ for
workloads spanning more than one pair.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-03 12:22:04 +03:00