Bring codebase into compliance with bible contracts (A–E)

A (hardware-ingest-json v2.8-2.9): remove sensor location fields from schema
and collector; tag HardwareMemory.Location as json:"-"; add PlatformConfig to
HardwareSnapshot.

B (no-hardcoded-vendors): consolidate PCI vendor IDs into collector/pci_vendors.go;
replace all vendor-name string checks in isGPUDevice, isNVIDIADevice, isMellanoxDevice,
isAMDGPUDevice, matchesGPUVendor (sat_overlay), and validateIsVendorGPU (page_validate)
with numeric vendor_id comparisons.

C (module-structure): split app/app.go (1413 lines) into app.go + app_format.go,
app_network.go, app_services.go, app_packs.go, app_install.go — no logic changes.

D (go-code-style): wrap bare return err in interfaceAdminState and
interfaceIPv4Addrs (platform/network.go) with fmt.Errorf context including
the interface name.

E (go-project-bible): add bible-local/architecture/data-model.md and
bible-local/architecture/api-surface.md.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

audit/internal/app/app_format.go

@@ -0,0 +1,405 @@
+package app
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"sort"
+	"strings"
+
+	"bee/audit/internal/collector"
+	"bee/audit/internal/platform"
+	"bee/audit/internal/schema"
+)
+
+func hostnameOr(fallback string) string {
+	hn, err := os.Hostname()
+	if err != nil || strings.TrimSpace(hn) == "" {
+		return fallback
+	}
+	return hn
+}
+
+func sanitizeFilename(v string) string {
+	var out []rune
+	for _, r := range v {
+		switch {
+		case r >= 'a' && r <= 'z', r >= 'A' && r <= 'Z', r >= '0' && r <= '9', r == '-', r == '_', r == '.':
+			out = append(out, r)
+		default:
+			out = append(out, '-')
+		}
+	}
+	if len(out) == 0 {
+		return "unknown"
+	}
+	return string(out)
+}
+
+func bodyOr(body, fallback string) string {
+	body = strings.TrimSpace(body)
+	if body == "" {
+		return fallback
+	}
+	return body
+}
+
+func trimPtr(value *string) string {
+	if value == nil {
+		return ""
+	}
+	return strings.TrimSpace(*value)
+}
+
+func joinSortedKeys(values map[string]struct{}) string {
+	if len(values) == 0 {
+		return ""
+	}
+	keys := make([]string, 0, len(values))
+	for key := range values {
+		keys = append(keys, key)
+	}
+	sort.Strings(keys)
+	return strings.Join(keys, "/")
+}
+
+func humanizeMB(totalMB int) string {
+	if totalMB <= 0 {
+		return ""
+	}
+	gb := float64(totalMB) / 1024.0
+	if gb >= 1024.0 {
+		tb := gb / 1024.0
+		return fmt.Sprintf("%.1f TB", tb)
+	}
+	if gb == float64(int64(gb)) {
+		return fmt.Sprintf("%.0f GB", gb)
+	}
+	return fmt.Sprintf("%.1f GB", gb)
+}
+
+func humanizeGB(totalGB int) string {
+	if totalGB <= 0 {
+		return ""
+	}
+	tb := float64(totalGB) / 1024.0
+	if tb >= 1.0 {
+		return fmt.Sprintf("%.1f TB", tb)
+	}
+	return fmt.Sprintf("%d GB", totalGB)
+}
+
+func parseKeyValueSummary(raw string) map[string]string {
+	out := map[string]string{}
+	for _, line := range strings.Split(raw, "\n") {
+		line = strings.TrimSpace(line)
+		if line == "" {
+			continue
+		}
+		key, value, ok := strings.Cut(line, "=")
+		if !ok {
+			continue
+		}
+		out[strings.TrimSpace(key)] = strings.TrimSpace(value)
+	}
+	return out
+}
+
+func firstNonEmpty(values ...string) string {
+	for _, value := range values {
+		value = strings.TrimSpace(value)
+		if value != "" {
+			return value
+		}
+	}
+	return ""
+}
+
+func cleanSummaryKey(key string) string {
+	idx := strings.Index(key, "-")
+	if idx <= 0 {
+		return key
+	}
+	prefix := key[:idx]
+	for _, c := range prefix {
+		if c < '0' || c > '9' {
+			return key
+		}
+	}
+	return key[idx+1:]
+}
+
+func isGPUDevice(dev schema.HardwarePCIeDevice) bool {
+	// Exclude Aspeed BMC VGA adapters (not compute GPUs).
+	if dev.VendorID != nil && *dev.VendorID == collector.AspeedVendorID {
+		return false
+	}
+	class := trimPtr(dev.DeviceClass)
+	// AMD Instinct / Radeon compute GPUs always carry ProcessingAccelerator or DisplayController.
+	// Do NOT match AMD vendor alone — CPU chipset PCIe devices share that vendor ID.
+	if class == "VideoController" || class == "DisplayController" || class == "ProcessingAccelerator" {
+		return true
+	}
+	// NVIDIA devices sometimes expose class values outside the standard GPU set.
+	return dev.VendorID != nil && *dev.VendorID == collector.NvidiaVendorID
+}
+
+func formatSystemLine(board schema.HardwareBoard) string {
+	model := strings.TrimSpace(strings.Join([]string{
+		trimPtr(board.Manufacturer),
+		trimPtr(board.ProductName),
+	}, " "))
+	serial := strings.TrimSpace(board.SerialNumber)
+	switch {
+	case model != "" && serial != "":
+		return fmt.Sprintf("System: %s | S/N %s", model, serial)
+	case model != "":
+		return "System: " + model
+	case serial != "":
+		return "System S/N: " + serial
+	default:
+		return ""
+	}
+}
+
+func formatCPULine(cpus []schema.HardwareCPU) string {
+	if len(cpus) == 0 {
+		return ""
+	}
+	modelCounts := map[string]int{}
+	unknown := 0
+	for _, cpu := range cpus {
+		model := trimPtr(cpu.Model)
+		if model == "" {
+			unknown++
+			continue
+		}
+		modelCounts[model]++
+	}
+	if len(modelCounts) == 1 && unknown == 0 {
+		for model, count := range modelCounts {
+			return fmt.Sprintf("CPU: %d x %s", count, model)
+		}
+	}
+	parts := make([]string, 0, len(modelCounts)+1)
+	if len(modelCounts) > 0 {
+		keys := make([]string, 0, len(modelCounts))
+		for key := range modelCounts {
+			keys = append(keys, key)
+		}
+		sort.Strings(keys)
+		for _, key := range keys {
+			parts = append(parts, fmt.Sprintf("%d x %s", modelCounts[key], key))
+		}
+	}
+	if unknown > 0 {
+		parts = append(parts, fmt.Sprintf("%d x unknown", unknown))
+	}
+	return "CPU: " + strings.Join(parts, ", ")
+}
+
+func formatMemoryLine(dimms []schema.HardwareMemory) string {
+	totalMB := 0
+	present := 0
+	types := map[string]struct{}{}
+	for _, dimm := range dimms {
+		if dimm.Present != nil && !*dimm.Present {
+			continue
+		}
+		if dimm.SizeMB == nil || *dimm.SizeMB <= 0 {
+			continue
+		}
+		present++
+		totalMB += *dimm.SizeMB
+		if value := trimPtr(dimm.Type); value != "" {
+			types[value] = struct{}{}
+		}
+	}
+	if totalMB == 0 {
+		return ""
+	}
+	typeText := joinSortedKeys(types)
+	line := fmt.Sprintf("Memory: %s", humanizeMB(totalMB))
+	if typeText != "" {
+		line += " " + typeText
+	}
+	if present > 0 {
+		line += fmt.Sprintf(" (%d DIMMs)", present)
+	}
+	return line
+}
+
+func formatStorageLine(disks []schema.HardwareStorage) string {
+	count := 0
+	totalGB := 0
+	for _, disk := range disks {
+		if disk.Present != nil && !*disk.Present {
+			continue
+		}
+		count++
+		if disk.SizeGB != nil && *disk.SizeGB > 0 {
+			totalGB += *disk.SizeGB
+		}
+	}
+	if count == 0 {
+		return ""
+	}
+	line := fmt.Sprintf("Storage: %d drives", count)
+	if totalGB > 0 {
+		line += fmt.Sprintf(" / %s", humanizeGB(totalGB))
+	}
+	return line
+}
+
+func formatGPULine(devices []schema.HardwarePCIeDevice) string {
+	gpus := map[string]int{}
+	for _, dev := range devices {
+		if !isGPUDevice(dev) {
+			continue
+		}
+		name := firstNonEmpty(trimPtr(dev.Model), trimPtr(dev.Manufacturer), "unknown")
+		gpus[name]++
+	}
+	if len(gpus) == 0 {
+		return ""
+	}
+	keys := make([]string, 0, len(gpus))
+	for key := range gpus {
+		keys = append(keys, key)
+	}
+	sort.Strings(keys)
+	parts := make([]string, 0, len(keys))
+	for _, key := range keys {
+		parts = append(parts, fmt.Sprintf("%d x %s", gpus[key], key))
+	}
+	return "GPU: " + strings.Join(parts, ", ")
+}
+
+func formatIPLine(list func() ([]platform.InterfaceInfo, error)) string {
+	if list == nil {
+		return ""
+	}
+	ifaces, err := list()
+	if err != nil {
+		return ""
+	}
+	seen := map[string]struct{}{}
+	var ips []string
+	for _, iface := range ifaces {
+		for _, ip := range iface.IPv4 {
+			ip = strings.TrimSpace(ip)
+			if ip == "" {
+				continue
+			}
+			if _, ok := seen[ip]; ok {
+				continue
+			}
+			seen[ip] = struct{}{}
+			ips = append(ips, ip)
+		}
+	}
+	if len(ips) == 0 {
+		return ""
+	}
+	sort.Strings(ips)
+	return "IP: " + strings.Join(ips, ", ")
+}
+
+func formatSATDetail(raw string) string {
+	var b strings.Builder
+	kv := parseKeyValueSummary(raw)
+
+	if t, ok := kv["run_at_utc"]; ok {
+		fmt.Fprintf(&b, "Run: %s\n\n", t)
+	}
+
+	lines := strings.Split(raw, "\n")
+	var stepKeys []string
+	seenStep := map[string]bool{}
+	for _, line := range lines {
+		if idx := strings.Index(line, "_status="); idx >= 0 {
+			key := line[:idx]
+			if !seenStep[key] && key != "overall" {
+				seenStep[key] = true
+				stepKeys = append(stepKeys, key)
+			}
+		}
+	}
+
+	for _, key := range stepKeys {
+		status := kv[key+"_status"]
+		display := cleanSummaryKey(key)
+		switch status {
+		case "OK":
+			fmt.Fprintf(&b, "PASS  %s\n", display)
+		case "FAILED":
+			fmt.Fprintf(&b, "FAIL  %s\n", display)
+		case "UNSUPPORTED":
+			fmt.Fprintf(&b, "SKIP  %s\n", display)
+		default:
+			fmt.Fprintf(&b, "?     %s\n", display)
+		}
+	}
+
+	if overall, ok := kv["overall_status"]; ok {
+		ok2 := kv["job_ok"]
+		failed := kv["job_failed"]
+		fmt.Fprintf(&b, "\nOverall: %s  (ok=%s  failed=%s)", overall, ok2, failed)
+	}
+
+	return strings.TrimSpace(b.String())
+}
+
+func formatSATSummary(label, raw string) string {
+	values := parseKeyValueSummary(raw)
+	var body strings.Builder
+	fmt.Fprintf(&body, "%s:", label)
+	if overall := firstNonEmpty(values["overall_status"], "UNKNOWN"); overall != "" {
+		fmt.Fprintf(&body, " %s", overall)
+	}
+	if ok := firstNonEmpty(values["job_ok"], "0"); ok != "" {
+		fmt.Fprintf(&body, " ok=%s", ok)
+	}
+	if failed := firstNonEmpty(values["job_failed"], "0"); failed != "" {
+		fmt.Fprintf(&body, " failed=%s", failed)
+	}
+	if unsupported := firstNonEmpty(values["job_unsupported"], "0"); unsupported != "" && unsupported != "0" {
+		fmt.Fprintf(&body, " unsupported=%s", unsupported)
+	}
+	if devices := strings.TrimSpace(values["devices"]); devices != "" {
+		fmt.Fprintf(&body, "\nDevices: %s", devices)
+	}
+	return body.String()
+}
+
+func latestSATSummaries() []string {
+	patterns := []struct {
+		label  string
+		prefix string
+	}{
+		{label: "NVIDIA SAT", prefix: "gpu-nvidia-"},
+		{label: "NVIDIA Targeted Stress Validate (dcgmi diag targeted_stress)", prefix: "gpu-nvidia-targeted-stress-"},
+		{label: "NVIDIA Max Compute Load (dcgmproftester)", prefix: "gpu-nvidia-compute-"},
+		{label: "NVIDIA Targeted Power (dcgmi diag targeted_power)", prefix: "gpu-nvidia-targeted-power-"},
+		{label: "NVIDIA Pulse Test (dcgmi diag pulse_test)", prefix: "gpu-nvidia-pulse-"},
+		{label: "NVIDIA Interconnect Test (NCCL all_reduce_perf)", prefix: "gpu-nvidia-nccl-"},
+		{label: "NVIDIA Bandwidth Test (NVBandwidth)", prefix: "gpu-nvidia-bandwidth-"},
+		{label: "Memory SAT", prefix: "memory-"},
+		{label: "Storage SAT", prefix: "storage-"},
+		{label: "CPU SAT", prefix: "cpu-"},
+	}
+	var out []string
+	for _, item := range patterns {
+		matches, err := filepath.Glob(filepath.Join(DefaultSATBaseDir, item.prefix+"*/summary.txt"))
+		if err != nil || len(matches) == 0 {
+			continue
+		}
+		sort.Strings(matches)
+		raw, err := os.ReadFile(matches[len(matches)-1])
+		if err != nil {
+			continue
+		}
+		out = append(out, formatSATSummary(item.label, string(raw)))
+	}
+	return out
+}

audit/internal/app/app_install.go

@@ -0,0 +1,76 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"time"
+
+	"bee/audit/internal/platform"
+)
+
+func (a *App) ListRemovableTargets() ([]platform.RemovableTarget, error) {
+	return a.exports.ListRemovableTargets()
+}
+
+func (a *App) ExportLatestAudit(target platform.RemovableTarget) (string, error) {
+	if _, err := os.Stat(DefaultAuditJSONPath); err != nil {
+		return "", err
+	}
+	filename := fmt.Sprintf("audit-%s-%s.json", sanitizeFilename(hostnameOr("unknown")), time.Now().UTC().Format("20060102-150405"))
+	tmpPath := filepath.Join(os.TempDir(), filename)
+	data, err := readFileLimited(DefaultAuditJSONPath, 100<<20)
+	if err != nil {
+		return "", err
+	}
+	if normalized, normErr := ApplySATOverlay(data); normErr == nil {
+		data = normalized
+	}
+	if err := os.WriteFile(tmpPath, data, 0644); err != nil {
+		return "", err
+	}
+	defer os.Remove(tmpPath)
+	return a.exports.ExportFileToTarget(tmpPath, target)
+}
+
+func (a *App) ExportLatestAuditResult(target platform.RemovableTarget) (ActionResult, error) {
+	path, err := a.ExportLatestAudit(target)
+	body := "Audit export failed."
+	if err == nil {
+		body = "Audit exported."
+	}
+	if err == nil && path != "" {
+		body = "Audit exported to " + path
+	}
+	return ActionResult{Title: "Export audit", Body: body}, err
+}
+
+func (a *App) ExportSupportBundle(target platform.RemovableTarget) (string, error) {
+	archive, err := BuildSupportBundle(DefaultExportDir)
+	if err != nil {
+		return "", err
+	}
+	defer os.Remove(archive)
+	return a.exports.ExportFileToTarget(archive, target)
+}
+
+func (a *App) ExportSupportBundleResult(target platform.RemovableTarget) (ActionResult, error) {
+	path, err := a.ExportSupportBundle(target)
+	body := "Support bundle export failed."
+	if err == nil {
+		body = "Support bundle exported. USB target unmounted and safe to remove."
+	}
+	if err == nil && path != "" {
+		body = "Support bundle exported to " + path + ".\n\nUSB target unmounted and safe to remove."
+	}
+	return ActionResult{Title: "Export support bundle", Body: body}, err
+}
+
+func (a *App) ListInstallDisks() ([]platform.InstallDisk, error) {
+	return a.installer.ListInstallDisks()
+}
+
+func (a *App) InstallToDisk(ctx context.Context, device string, logFile string) error {
+	return a.installer.InstallToDisk(ctx, device, logFile)
+}

audit/internal/app/app_network.go

@@ -0,0 +1,106 @@
+package app
+
+import (
+	"fmt"
+	"strings"
+
+	"bee/audit/internal/platform"
+)
+
+func (a *App) ListInterfaces() ([]platform.InterfaceInfo, error) {
+	return a.network.ListInterfaces()
+}
+
+func (a *App) DefaultRoute() string {
+	return a.network.DefaultRoute()
+}
+
+func (a *App) DHCPOne(iface string) (string, error) {
+	return a.network.DHCPOne(iface)
+}
+
+func (a *App) DHCPOneResult(iface string) (ActionResult, error) {
+	body, err := a.network.DHCPOne(iface)
+	return ActionResult{Title: "DHCP: " + iface, Body: bodyOr(body, "DHCP completed.")}, err
+}
+
+func (a *App) DHCPAll() (string, error) {
+	return a.network.DHCPAll()
+}
+
+func (a *App) DHCPAllResult() (ActionResult, error) {
+	body, err := a.network.DHCPAll()
+	return ActionResult{Title: "DHCP: all interfaces", Body: bodyOr(body, "DHCP completed.")}, err
+}
+
+func (a *App) SetStaticIPv4(cfg platform.StaticIPv4Config) (string, error) {
+	return a.network.SetStaticIPv4(cfg)
+}
+
+func (a *App) SetInterfaceState(iface string, up bool) error {
+	return a.network.SetInterfaceState(iface, up)
+}
+
+func (a *App) GetInterfaceState(iface string) (bool, error) {
+	return a.network.GetInterfaceState(iface)
+}
+
+func (a *App) CaptureNetworkSnapshot() (platform.NetworkSnapshot, error) {
+	return a.network.CaptureNetworkSnapshot()
+}
+
+func (a *App) RestoreNetworkSnapshot(snapshot platform.NetworkSnapshot) error {
+	return a.network.RestoreNetworkSnapshot(snapshot)
+}
+
+func (a *App) SetStaticIPv4Result(cfg platform.StaticIPv4Config) (ActionResult, error) {
+	body, err := a.network.SetStaticIPv4(cfg)
+	return ActionResult{Title: "Static IPv4: " + cfg.Interface, Body: bodyOr(body, "Static IPv4 updated.")}, err
+}
+
+func (a *App) NetworkStatus() (ActionResult, error) {
+	ifaces, err := a.network.ListInterfaces()
+	if err != nil {
+		return ActionResult{Title: "Network status"}, err
+	}
+	if len(ifaces) == 0 {
+		return ActionResult{Title: "Network status", Body: "No physical interfaces found."}, nil
+	}
+	var body strings.Builder
+	for _, iface := range ifaces {
+		ipv4 := "(no IPv4)"
+		if len(iface.IPv4) > 0 {
+			ipv4 = strings.Join(iface.IPv4, ", ")
+		}
+		fmt.Fprintf(&body, "- %s: state=%s ip=%s\n", iface.Name, iface.State, ipv4)
+	}
+	if gw := a.network.DefaultRoute(); gw != "" {
+		fmt.Fprintf(&body, "\nDefault route: %s\n", gw)
+	}
+	return ActionResult{Title: "Network status", Body: strings.TrimSpace(body.String())}, nil
+}
+
+func (a *App) DefaultStaticIPv4FormFields(iface string) []string {
+	return []string{
+		"",
+		"24",
+		strings.TrimSpace(a.network.DefaultRoute()),
+		"77.88.8.8 77.88.8.1 1.1.1.1 8.8.8.8",
+	}
+}
+
+func (a *App) ParseStaticIPv4Config(iface string, fields []string) platform.StaticIPv4Config {
+	get := func(index int) string {
+		if index >= 0 && index < len(fields) {
+			return strings.TrimSpace(fields[index])
+		}
+		return ""
+	}
+	return platform.StaticIPv4Config{
+		Interface: iface,
+		Address:   get(0),
+		Prefix:    get(1),
+		Gateway:   get(2),
+		DNS:       strings.Fields(get(3)),
+	}
+}

audit/internal/app/app_packs.go

@@ -0,0 +1,370 @@
+package app
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"bee/audit/internal/platform"
+)
+
+func (a *App) RunNvidiaAcceptancePack(baseDir string, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaAcceptancePack(baseDir, logFunc)
+}
+
+func (a *App) RunNvidiaAcceptancePackResult(baseDir string) (ActionResult, error) {
+	path, err := a.RunNvidiaAcceptancePack(baseDir, nil)
+	body := "Archive written."
+	if path != "" {
+		body = "Archive written to " + path
+	}
+	return ActionResult{Title: "NVIDIA SAT", Body: body}, err
+}
+
+func (a *App) ListNvidiaGPUs() ([]platform.NvidiaGPU, error) {
+	return a.sat.ListNvidiaGPUs()
+}
+
+func (a *App) ListNvidiaGPUStatuses() ([]platform.NvidiaGPUStatus, error) {
+	return a.sat.ListNvidiaGPUStatuses()
+}
+
+func (a *App) ResetNvidiaGPU(index int) (ActionResult, error) {
+	out, err := a.sat.ResetNvidiaGPU(index)
+	return ActionResult{Title: fmt.Sprintf("Reset NVIDIA GPU %d", index), Body: strings.TrimSpace(out)}, err
+}
+
+func (a *App) RunNvidiaAcceptancePackWithOptions(ctx context.Context, baseDir string, diagLevel int, gpuIndices []int, logFunc func(string)) (ActionResult, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	path, err := a.sat.RunNvidiaAcceptancePackWithOptions(ctx, baseDir, diagLevel, gpuIndices, logFunc)
+	body := "Archive written."
+	if path != "" {
+		body = "Archive written to " + path
+	}
+	return ActionResult{Title: "NVIDIA DCGM", Body: body}, err
+}
+
+func (a *App) RunNvidiaTargetedStressValidatePack(ctx context.Context, baseDir string, durationSec int, gpuIndices []int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaTargetedStressValidatePack(ctx, baseDir, durationSec, gpuIndices, logFunc)
+}
+
+func (a *App) RunNvidiaStressPack(baseDir string, opts platform.NvidiaStressOptions, logFunc func(string)) (string, error) {
+	return a.RunNvidiaStressPackCtx(context.Background(), baseDir, opts, logFunc)
+}
+
+func (a *App) RunNvidiaBenchmark(baseDir string, opts platform.NvidiaBenchmarkOptions, logFunc func(string)) (string, error) {
+	return a.RunNvidiaBenchmarkCtx(context.Background(), baseDir, opts, logFunc)
+}
+
+func (a *App) RunNvidiaBenchmarkCtx(ctx context.Context, baseDir string, opts platform.NvidiaBenchmarkOptions, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultBeeBenchPerfDir
+	}
+	resolved, err := a.ensureBenchmarkPowerAutotune(ctx, baseDir, opts, "performance", logFunc)
+	if err != nil {
+		return "", err
+	}
+	opts.ServerPowerSource = resolved.SelectedSource
+	return a.sat.RunNvidiaBenchmark(ctx, baseDir, opts, logFunc)
+}
+
+func (a *App) RunNvidiaPowerBenchCtx(ctx context.Context, baseDir string, opts platform.NvidiaBenchmarkOptions, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultBeeBenchPowerDir
+	}
+	resolved, err := a.ensureBenchmarkPowerAutotune(ctx, baseDir, opts, "power-fit", logFunc)
+	if err != nil {
+		return "", err
+	}
+	opts.ServerPowerSource = resolved.SelectedSource
+	return a.sat.RunNvidiaPowerBench(ctx, baseDir, opts, logFunc)
+}
+
+func (a *App) RunNvidiaPowerSourceAutotuneCtx(ctx context.Context, baseDir string, opts platform.NvidiaBenchmarkOptions, benchmarkKind string, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultBeeBenchAutotuneDir
+	}
+	return a.sat.RunNvidiaPowerSourceAutotune(ctx, baseDir, opts, benchmarkKind, logFunc)
+}
+
+func (a *App) LoadBenchmarkPowerAutotune() (*platform.BenchmarkPowerAutotuneConfig, error) {
+	return platform.LoadBenchmarkPowerAutotuneConfig(DefaultBeeBenchPowerSourceConfigPath)
+}
+
+func (a *App) ensureBenchmarkPowerAutotune(ctx context.Context, baseDir string, opts platform.NvidiaBenchmarkOptions, benchmarkKind string, logFunc func(string)) (platform.BenchmarkPowerAutotuneConfig, error) {
+	cfgPath := platform.BenchmarkPowerSourceConfigPath(baseDir)
+	if cfg, err := platform.LoadBenchmarkPowerAutotuneConfig(cfgPath); err == nil {
+		if logFunc != nil {
+			logFunc(fmt.Sprintf("benchmark autotune: using saved server power source %s", cfg.SelectedSource))
+		}
+		return *cfg, nil
+	}
+	if logFunc != nil {
+		logFunc("benchmark autotune: no saved power source config, running autotune first")
+	}
+	autotuneDir := filepath.Join(filepath.Dir(baseDir), "autotune")
+	if _, err := a.RunNvidiaPowerSourceAutotuneCtx(ctx, autotuneDir, opts, benchmarkKind, logFunc); err != nil {
+		return platform.BenchmarkPowerAutotuneConfig{}, err
+	}
+	cfg, err := platform.LoadBenchmarkPowerAutotuneConfig(cfgPath)
+	if err != nil {
+		return platform.BenchmarkPowerAutotuneConfig{}, err
+	}
+	return *cfg, nil
+}
+
+func (a *App) RunNvidiaOfficialComputePack(ctx context.Context, baseDir string, durationSec int, gpuIndices []int, staggerSec int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaOfficialComputePack(ctx, baseDir, durationSec, gpuIndices, staggerSec, logFunc)
+}
+
+func (a *App) RunNvidiaTargetedPowerPack(ctx context.Context, baseDir string, durationSec int, gpuIndices []int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaTargetedPowerPack(ctx, baseDir, durationSec, gpuIndices, logFunc)
+}
+
+func (a *App) RunNvidiaPulseTestPack(ctx context.Context, baseDir string, durationSec int, gpuIndices []int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaPulseTestPack(ctx, baseDir, durationSec, gpuIndices, logFunc)
+}
+
+func (a *App) RunNvidiaBandwidthPack(ctx context.Context, baseDir string, gpuIndices []int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaBandwidthPack(ctx, baseDir, gpuIndices, logFunc)
+}
+
+func (a *App) RunNvidiaStressPackCtx(ctx context.Context, baseDir string, opts platform.NvidiaStressOptions, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNvidiaStressPack(ctx, baseDir, opts, logFunc)
+}
+
+func (a *App) RunMemoryAcceptancePack(baseDir string, logFunc func(string)) (string, error) {
+	return a.RunMemoryAcceptancePackCtx(context.Background(), baseDir, 256, 1, logFunc)
+}
+
+func (a *App) RunMemoryAcceptancePackCtx(ctx context.Context, baseDir string, sizeMB, passes int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunMemoryAcceptancePack(ctx, baseDir, sizeMB, passes, logFunc)
+}
+
+func (a *App) RunMemoryAcceptancePackResult(baseDir string) (ActionResult, error) {
+	path, err := a.RunMemoryAcceptancePack(baseDir, nil)
+	return ActionResult{Title: "Memory SAT", Body: satResultBody(path)}, err
+}
+
+func (a *App) RunCPUAcceptancePack(baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.RunCPUAcceptancePackCtx(context.Background(), baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunCPUAcceptancePackCtx(ctx context.Context, baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunCPUAcceptancePack(ctx, baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunCPUAcceptancePackResult(baseDir string, durationSec int) (ActionResult, error) {
+	path, err := a.RunCPUAcceptancePack(baseDir, durationSec, nil)
+	return ActionResult{Title: "CPU SAT", Body: satResultBody(path)}, err
+}
+
+func (a *App) RunStorageAcceptancePack(baseDir string, logFunc func(string)) (string, error) {
+	return a.RunStorageAcceptancePackCtx(context.Background(), baseDir, false, logFunc)
+}
+
+func (a *App) RunStorageAcceptancePackCtx(ctx context.Context, baseDir string, extended bool, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunStorageAcceptancePack(ctx, baseDir, extended, logFunc)
+}
+
+func (a *App) RunStorageAcceptancePackResult(baseDir string) (ActionResult, error) {
+	path, err := a.RunStorageAcceptancePack(baseDir, nil)
+	return ActionResult{Title: "Storage SAT", Body: satResultBody(path)}, err
+}
+
+func (a *App) DetectGPUVendor() string {
+	return a.sat.DetectGPUVendor()
+}
+
+func (a *App) ListAMDGPUs() ([]platform.AMDGPUInfo, error) {
+	return a.sat.ListAMDGPUs()
+}
+
+func (a *App) RunAMDAcceptancePack(baseDir string, logFunc func(string)) (string, error) {
+	return a.RunAMDAcceptancePackCtx(context.Background(), baseDir, logFunc)
+}
+
+func (a *App) RunAMDAcceptancePackCtx(ctx context.Context, baseDir string, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunAMDAcceptancePack(ctx, baseDir, logFunc)
+}
+
+func (a *App) RunAMDAcceptancePackResult(baseDir string) (ActionResult, error) {
+	path, err := a.RunAMDAcceptancePack(baseDir, nil)
+	return ActionResult{Title: "AMD GPU SAT", Body: satResultBody(path)}, err
+}
+
+func (a *App) RunAMDMemIntegrityPackCtx(ctx context.Context, baseDir string, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunAMDMemIntegrityPack(ctx, baseDir, logFunc)
+}
+
+func (a *App) RunAMDMemBandwidthPackCtx(ctx context.Context, baseDir string, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunAMDMemBandwidthPack(ctx, baseDir, logFunc)
+}
+
+func (a *App) RunMemoryStressPack(baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.RunMemoryStressPackCtx(context.Background(), baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunSATStressPack(baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.RunSATStressPackCtx(context.Background(), baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunAMDStressPack(baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.RunAMDStressPackCtx(context.Background(), baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunMemoryStressPackCtx(ctx context.Context, baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.sat.RunMemoryStressPack(ctx, baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunSATStressPackCtx(ctx context.Context, baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	return a.sat.RunSATStressPack(ctx, baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunAMDStressPackCtx(ctx context.Context, baseDir string, durationSec int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunAMDStressPack(ctx, baseDir, durationSec, logFunc)
+}
+
+func (a *App) RunFanStressTest(ctx context.Context, baseDir string, opts platform.FanStressOptions) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunFanStressTest(ctx, baseDir, opts)
+}
+
+func (a *App) RunPlatformStress(ctx context.Context, baseDir string, opts platform.PlatformStressOptions, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunPlatformStress(ctx, baseDir, opts, logFunc)
+}
+
+func (a *App) RunNCCLTests(ctx context.Context, baseDir string, gpuIndices []int, logFunc func(string)) (string, error) {
+	if strings.TrimSpace(baseDir) == "" {
+		baseDir = DefaultSATBaseDir
+	}
+	return a.sat.RunNCCLTests(ctx, baseDir, gpuIndices, logFunc)
+}
+
+func (a *App) RunNCCLTestsResult(ctx context.Context) (ActionResult, error) {
+	path, err := a.RunNCCLTests(ctx, DefaultSATBaseDir, nil, nil)
+	body := "Results: " + path
+	if err != nil && err != context.Canceled {
+		body += "\nERROR: " + err.Error()
+	}
+	return ActionResult{Title: "NCCL bandwidth test", Body: body}, err
+}
+
+func (a *App) RunFanStressTestResult(ctx context.Context, opts platform.FanStressOptions) (ActionResult, error) {
+	path, err := a.RunFanStressTest(ctx, "", opts)
+	body := formatFanStressResult(path)
+	if err != nil && err != context.Canceled {
+		body += "\nERROR: " + err.Error()
+	}
+	return ActionResult{Title: "GPU Platform Stress Test", Body: body}, err
+}
+
+// formatFanStressResult formats the summary.txt from a fan-stress run, including
+// the per-step pass/fail display and the analysis section (throttling, max temps, fan response).
+func formatFanStressResult(archivePath string) string {
+	if archivePath == "" {
+		return "No output produced."
+	}
+	runDir := strings.TrimSuffix(archivePath, ".tar.gz")
+	raw, err := os.ReadFile(filepath.Join(runDir, "summary.txt"))
+	if err != nil {
+		return "Archive written to " + archivePath
+	}
+	content := strings.TrimSpace(string(raw))
+	kv := parseKeyValueSummary(content)
+
+	var b strings.Builder
+	b.WriteString(formatSATDetail(content))
+
+	// Append analysis section.
+	var analysis []string
+	if v, ok := kv["throttling_detected"]; ok {
+		label := "NO"
+		if v == "true" {
+			label = "YES  ← throttling detected during load"
+		}
+		analysis = append(analysis, "Throttling:   "+label)
+	}
+	if v, ok := kv["max_gpu_temp_c"]; ok && v != "0.0" {
+		analysis = append(analysis, "Max GPU temp: "+v+"°C")
+	}
+	if v, ok := kv["max_cpu_temp_c"]; ok && v != "0.0" {
+		analysis = append(analysis, "Max CPU temp: "+v+"°C")
+	}
+	if v, ok := kv["fan_response_sec"]; ok && v != "N/A" && v != "-1.0" {
+		analysis = append(analysis, "Fan response: "+v+"s")
+	}
+
+	if len(analysis) > 0 {
+		b.WriteString("\n\n=== Analysis ===\n")
+		for _, line := range analysis {
+			b.WriteString(line + "\n")
+		}
+	}
+	return strings.TrimSpace(b.String())
+}
+
+// satResultBody reads summary.txt from the SAT run directory (archive path without .tar.gz)
+// and returns a formatted human-readable result. Falls back to a plain message if unreadable.
+func satResultBody(archivePath string) string {
+	if archivePath == "" {
+		return "No output produced."
+	}
+	runDir := strings.TrimSuffix(archivePath, ".tar.gz")
+	raw, err := os.ReadFile(filepath.Join(runDir, "summary.txt"))
+	if err != nil {
+		return "Archive written to " + archivePath
+	}
+	return formatSATDetail(strings.TrimSpace(string(raw)))
+}

audit/internal/app/app_services.go

@@ -0,0 +1,67 @@
+package app
+
+import (
+	"fmt"
+	"strings"
+
+	"bee/audit/internal/platform"
+)
+
+func (a *App) ListBeeServices() ([]string, error) {
+	return a.services.ListBeeServices()
+}
+
+func (a *App) ServiceState(name string) string {
+	return a.services.ServiceState(name)
+}
+
+func (a *App) ServiceStatus(name string) (string, error) {
+	return a.services.ServiceStatus(name)
+}
+
+func (a *App) ServiceStatusResult(name string) (ActionResult, error) {
+	body, err := a.services.ServiceStatus(name)
+	return ActionResult{Title: "service status: " + name, Body: bodyOr(body, "No status output.")}, err
+}
+
+func (a *App) ServiceDo(name string, action platform.ServiceAction) (string, error) {
+	return a.services.ServiceDo(name, action)
+}
+
+func (a *App) ServiceActionResult(name string, action platform.ServiceAction) (ActionResult, error) {
+	body, err := a.services.ServiceDo(name, action)
+	return ActionResult{Title: "service " + string(action) + ": " + name, Body: bodyOr(body, "Action completed.")}, err
+}
+
+func (a *App) TailFile(path string, lines int) string {
+	return a.tools.TailFile(path, lines)
+}
+
+func (a *App) CheckTools(names []string) []platform.ToolStatus {
+	return a.tools.CheckTools(names)
+}
+
+func (a *App) ToolCheckResult(names []string) ActionResult {
+	if len(names) == 0 {
+		return ActionResult{Title: "Required tools", Body: "No tools checked."}
+	}
+	var body strings.Builder
+	for _, tool := range a.tools.CheckTools(names) {
+		status := "MISSING"
+		if tool.OK {
+			status = "OK (" + tool.Path + ")"
+		}
+		fmt.Fprintf(&body, "- %s: %s\n", tool.Name, status)
+	}
+	return ActionResult{Title: "Required tools", Body: strings.TrimSpace(body.String())}
+}
+
+func (a *App) AuditLogTailResult() ActionResult {
+	logTail := strings.TrimSpace(a.tools.TailFile(DefaultAuditLogPath, 40))
+	jsonTail := strings.TrimSpace(a.tools.TailFile(DefaultAuditJSONPath, 20))
+	body := strings.TrimSpace(logTail + "\n\n" + jsonTail)
+	if body == "" {
+		body = "No audit logs found."
+	}
+	return ActionResult{Title: "Audit log tail", Body: body}
+}

audit/internal/app/sat_overlay.go

@@ -3,10 +3,11 @@ package app
 import (
 	"os"
 	"path/filepath"
-	"strconv"
 	"sort"
+	"strconv"
 	"strings"
 
+	"bee/audit/internal/collector"
 	"bee/audit/internal/schema"
 )
 
@@ -313,17 +314,20 @@ func statusSeverity(status string) int {
 }
 
 func matchesGPUVendor(dev schema.HardwarePCIeDevice, vendor string) bool {
-	if dev.DeviceClass == nil || !strings.Contains(strings.TrimSpace(*dev.DeviceClass), "Controller") && !strings.Contains(strings.TrimSpace(*dev.DeviceClass), "Accelerator") {
-		if dev.DeviceClass == nil || !strings.Contains(strings.TrimSpace(*dev.DeviceClass), "Display") && !strings.Contains(strings.TrimSpace(*dev.DeviceClass), "Video") {
-			return false
-		}
+	if dev.DeviceClass == nil {
+		return false
+	}
+	class := strings.TrimSpace(*dev.DeviceClass)
+	isGPUClass := strings.Contains(class, "Controller") || strings.Contains(class, "Accelerator") ||
+		strings.Contains(class, "Display") || strings.Contains(class, "Video")
+	if !isGPUClass {
+		return false
 	}
-	manufacturer := strings.ToLower(strings.TrimSpace(ptrString(dev.Manufacturer)))
 	switch vendor {
 	case "amd":
-		return strings.Contains(manufacturer, "advanced micro devices") || strings.Contains(manufacturer, "amd/ati")
+		return dev.VendorID != nil && *dev.VendorID == collector.AMDVendorID
 	case "nvidia":
-		return strings.Contains(manufacturer, "nvidia")
+		return dev.VendorID != nil && *dev.VendorID == collector.NvidiaVendorID
 	default:
 		return false
 	}

audit/internal/app/sat_overlay_test.go

@@ -5,6 +5,7 @@ import (
 	"path/filepath"
 	"testing"
 
+	"bee/audit/internal/collector"
 	"bee/audit/internal/schema"
 )
 
@@ -46,10 +47,12 @@ func TestApplyLatestSATStatusesMarksAMDGPUs(t *testing.T) {
 
 	class := "DisplayController"
 	manufacturer := "Advanced Micro Devices, Inc. [AMD/ATI]"
+	amdVendorID := collector.AMDVendorID
 	snap := schema.HardwareSnapshot{
 		PCIeDevices: []schema.HardwarePCIeDevice{{
 			DeviceClass:  &class,
 			Manufacturer: &manufacturer,
+			VendorID:     &amdVendorID,
 		}},
 	}
 

audit/internal/collector/amdgpu.go

@@ -84,11 +84,10 @@ func hasAMDGPUDevices(devs []schema.HardwarePCIeDevice) bool {
 }
 
 func isAMDGPUDevice(dev schema.HardwarePCIeDevice) bool {
-	if dev.Manufacturer == nil || dev.DeviceClass == nil {
+	if dev.DeviceClass == nil {
 		return false
 	}
-	manufacturer := strings.ToLower(strings.TrimSpace(*dev.Manufacturer))
-	return strings.Contains(manufacturer, "advanced micro devices") && isGPUClass(strings.TrimSpace(*dev.DeviceClass))
+	return dev.VendorID != nil && *dev.VendorID == AMDVendorID && isGPUClass(strings.TrimSpace(*dev.DeviceClass))
 }
 
 func queryAMDGPUs() (map[string]amdGPUInfo, error) {

audit/internal/collector/nic_mellanox.go

@@ -11,7 +11,6 @@ import (
 	"time"
 )
 
-const mellanoxVendorID = 0x15b3
 const nicProbeTimeout = 2 * time.Second
 
 var (
@@ -80,16 +79,7 @@ func enrichPCIeWithMellanox(devs []schema.HardwarePCIeDevice) []schema.HardwareP
 }
 
 func isMellanoxDevice(dev schema.HardwarePCIeDevice) bool {
-	if dev.VendorID != nil && *dev.VendorID == mellanoxVendorID {
-		return true
-	}
-	if dev.Manufacturer != nil {
-		m := strings.ToLower(*dev.Manufacturer)
-		if strings.Contains(m, "mellanox") || strings.Contains(m, "nvidia networking") {
-			return true
-		}
-	}
-	return false
+	return dev.VendorID != nil && *dev.VendorID == MellanoxVendorID
 }
 
 func queryMellanoxFromMstflint(bdf string) (firmware, serial string) {

audit/internal/collector/nic_mellanox_test.go

@@ -55,7 +55,7 @@ func TestEnrichPCIeWithMellanox_mstflint(t *testing.T) {
 	}
 	netIfacesByBDF = func(string) []string { return nil }
 
-	vendorID := mellanoxVendorID
+	vendorID := MellanoxVendorID
 	bdf := "0000:18:00.0"
 	manufacturer := "Mellanox Technologies"
 	devs := []schema.HardwarePCIeDevice{{
@@ -99,7 +99,7 @@ func TestEnrichPCIeWithMellanox_fallbackEthtool(t *testing.T) {
 		return "driver: mlx5_core\nfirmware-version: 28.40.1000\n", nil
 	}
 
-	vendorID := mellanoxVendorID
+	vendorID := MellanoxVendorID
 	bdf := "0000:18:00.0"
 	manufacturer := "NVIDIA Networking"
 	devs := []schema.HardwarePCIeDevice{{

audit/internal/collector/nvidia.go

@@ -10,8 +10,6 @@ import (
 	"strings"
 )
 
-const nvidiaVendorID = 0x10de
-
 type nvidiaGPUInfo struct {
 	Index              int
 	BDF                string
@@ -240,13 +238,7 @@ func normalizePCIeBDF(bdf string) string {
 }
 
 func isNVIDIADevice(dev schema.HardwarePCIeDevice) bool {
-	if dev.VendorID != nil && *dev.VendorID == nvidiaVendorID {
-		return true
-	}
-	if dev.Manufacturer != nil && strings.Contains(strings.ToLower(*dev.Manufacturer), "nvidia") {
-		return true
-	}
-	return false
+	return dev.VendorID != nil && *dev.VendorID == NvidiaVendorID
 }
 
 func setPCIeFallback(dev *schema.HardwarePCIeDevice) {

audit/internal/collector/nvidia_test.go

@@ -57,7 +57,7 @@ func TestNormalizePCIeBDF(t *testing.T) {
 }
 
 func TestEnrichPCIeWithNVIDIAData_driverLoaded(t *testing.T) {
-	vendorID := nvidiaVendorID
+	vendorID := NvidiaVendorID
 	bdf := "0000:65:00.0"
 	manufacturer := "NVIDIA Corporation"
 	status := "OK"
@@ -104,7 +104,7 @@ func TestEnrichPCIeWithNVIDIAData_driverLoaded(t *testing.T) {
 }
 
 func TestEnrichPCIeWithNVIDIAData_driverMissingFallback(t *testing.T) {
-	vendorID := nvidiaVendorID
+	vendorID := NvidiaVendorID
 	bdf := "0000:17:00.0"
 	manufacturer := "NVIDIA Corporation"
 	devices := []schema.HardwarePCIeDevice{

audit/internal/collector/pci_vendors.go

@@ -0,0 +1,11 @@
+package collector
+
+// PCI vendor IDs for hardware classification.
+// Source: https://pcisig.com / https://pci-ids.ucw.cz/
+const (
+	NvidiaVendorID   = 0x10de
+	AMDVendorID      = 0x1002
+	AspeedVendorID   = 0x1a03
+	MellanoxVendorID = 0x15b3
+	IntelVendorID    = 0x8086
+)

audit/internal/collector/sensors.go

@@ -58,7 +58,6 @@ func buildSensorsFromDoc(doc sensorsDoc) *schema.HardwareSensors {
 
 	for _, chip := range chips {
 		features := doc[chip]
-		location := sensorLocation(chip)
 
 		keys := make([]string, 0, len(features))
 		for key := range features {
@@ -80,25 +79,25 @@ func buildSensorsFromDoc(doc sensorsDoc) *schema.HardwareSensors {
 			}
 			switch classifySensorFeature(feature) {
 			case "fan":
-				item := buildFanSensor(name, location, feature)
+				item := buildFanSensor(name, feature)
 				if item == nil || duplicateSensor(seen, "fan", item.Name) {
 					continue
 				}
 				result.Fans = append(result.Fans, *item)
 			case "temp":
-				item := buildTempSensor(name, location, feature)
+				item := buildTempSensor(name, feature)
 				if item == nil || duplicateSensor(seen, "temp", item.Name) {
 					continue
 				}
 				result.Temperatures = append(result.Temperatures, *item)
 			case "power":
-				item := buildPowerSensor(name, location, feature)
+				item := buildPowerSensor(name, feature)
 				if item == nil || duplicateSensor(seen, "power", item.Name) {
 					continue
 				}
 				result.Power = append(result.Power, *item)
 			default:
-				item := buildOtherSensor(name, location, feature)
+				item := buildOtherSensor(name, feature)
 				if item == nil || duplicateSensor(seen, "other", item.Name) {
 					continue
 				}
@@ -128,14 +127,6 @@ func duplicateSensor(seen map[string]struct{}, sensorType, name string) bool {
 	return false
 }
 
-func sensorLocation(chip string) *string {
-	chip = strings.TrimSpace(chip)
-	if chip == "" {
-		return nil
-	}
-	return &chip
-}
-
 func classifySensorFeature(feature map[string]any) string {
 	for key := range feature {
 		switch {
@@ -154,24 +145,24 @@ func classifySensorFeature(feature map[string]any) string {
 	return "other"
 }
 
-func buildFanSensor(name string, location *string, feature map[string]any) *schema.HardwareFanSensor {
+func buildFanSensor(name string, feature map[string]any) *schema.HardwareFanSensor {
 	rpm, ok := firstFeatureInt(feature, "_input")
 	if !ok {
 		return nil
 	}
-	item := &schema.HardwareFanSensor{Name: name, Location: location, RPM: &rpm}
+	item := &schema.HardwareFanSensor{Name: name, RPM: &rpm}
 	if status := sensorStatusFromFeature(feature); status != nil {
 		item.Status = status
 	}
 	return item
 }
 
-func buildTempSensor(name string, location *string, feature map[string]any) *schema.HardwareTemperatureSensor {
+func buildTempSensor(name string, feature map[string]any) *schema.HardwareTemperatureSensor {
 	celsius, ok := firstFeatureFloat(feature, "_input")
 	if !ok {
 		return nil
 	}
-	item := &schema.HardwareTemperatureSensor{Name: name, Location: location, Celsius: &celsius}
+	item := &schema.HardwareTemperatureSensor{Name: name, Celsius: &celsius}
 	if warning, ok := firstFeatureFloatWithSuffixes(feature, []string{"_max", "_high"}); ok {
 		item.ThresholdWarningCelsius = &warning
 	}
@@ -186,8 +177,8 @@ func buildTempSensor(name string, location *string, feature map[string]any) *sch
 	return item
 }
 
-func buildPowerSensor(name string, location *string, feature map[string]any) *schema.HardwarePowerSensor {
-	item := &schema.HardwarePowerSensor{Name: name, Location: location}
+func buildPowerSensor(name string, feature map[string]any) *schema.HardwarePowerSensor {
+	item := &schema.HardwarePowerSensor{Name: name}
 	if v, ok := firstFeatureFloatWithContains(feature, []string{"power"}); ok {
 		item.PowerW = &v
 	}
@@ -206,12 +197,12 @@ func buildPowerSensor(name string, location *string, feature map[string]any) *sc
 	return item
 }
 
-func buildOtherSensor(name string, location *string, feature map[string]any) *schema.HardwareOtherSensor {
+func buildOtherSensor(name string, feature map[string]any) *schema.HardwareOtherSensor {
 	value, unit, ok := firstGenericSensorValue(feature)
 	if !ok {
 		return nil
 	}
-	item := &schema.HardwareOtherSensor{Name: name, Location: location, Value: &value}
+	item := &schema.HardwareOtherSensor{Name: name, Value: &value}
 	if unit != "" {
 		item.Unit = &unit
 	}

audit/internal/platform/network.go

@@ -258,7 +258,7 @@ func (s *System) GetInterfaceState(iface string) (bool, error) {
 func interfaceAdminState(iface string) (bool, error) {
 	raw, err := exec.Command("ip", "-o", "link", "show", "dev", iface).Output()
 	if err != nil {
-		return false, err
+		return false, fmt.Errorf("ip link show dev %s: %w", iface, err)
 	}
 	return parseInterfaceAdminState(string(raw))
 }
@@ -288,7 +288,7 @@ func interfaceIPv4Addrs(iface string) ([]string, error) {
 		if errors.As(err, &exitErr) {
 			return nil, nil
 		}
-		return nil, err
+		return nil, fmt.Errorf("ip addr show dev %s: %w", iface, err)
 	}
 	var ipv4 []string
 	for _, line := range strings.Split(strings.TrimSpace(string(raw)), "\n") {

audit/internal/schema/hardware.go

@@ -2,6 +2,8 @@
 // core/internal/ingest/parser_hardware.go. No import dependency on core.
 package schema
 
+import "encoding/json"
+
 // HardwareIngestRequest is the top-level output document produced by `bee audit`.
 // It is accepted as-is by the core /api/ingest/hardware endpoint.
 type HardwareIngestRequest struct {
@@ -64,9 +66,10 @@ type HardwareSnapshot struct {
 	Storage       []HardwareStorage        `json:"storage,omitempty"`
 	PCIeDevices   []HardwarePCIeDevice     `json:"pcie_devices,omitempty"`
 	PowerSupplies []HardwarePowerSupply    `json:"power_supplies,omitempty"`
-	Sensors       *HardwareSensors         `json:"sensors,omitempty"`
-	EventLogs     []HardwareEventLog       `json:"event_logs,omitempty"`
-	VROCLicense   *string                  `json:"vroc_license,omitempty"`
+	Sensors        *HardwareSensors         `json:"sensors,omitempty"`
+	EventLogs      []HardwareEventLog       `json:"event_logs,omitempty"`
+	PlatformConfig *json.RawMessage         `json:"platform_config,omitempty"`
+	VROCLicense    *string                  `json:"vroc_license,omitempty"`
 }
 
 type HardwareHealthSummary struct {
@@ -123,7 +126,7 @@ type HardwareCPU struct {
 type HardwareMemory struct {
 	HardwareComponentStatus
 	Slot                       *string  `json:"slot,omitempty"`
-	Location                   *string  `json:"location,omitempty"`
+	Location                   *string  `json:"-"` // internal: used for DIMM telemetry matching only
 	Present                    *bool    `json:"present,omitempty"`
 	SizeMB                     *int     `json:"size_mb,omitempty"`
 	Type                       *string  `json:"type,omitempty"`
@@ -261,15 +264,13 @@ type HardwareSensors struct {
 }
 
 type HardwareFanSensor struct {
-	Name     string  `json:"name"`
-	Location *string `json:"location,omitempty"`
-	RPM      *int    `json:"rpm,omitempty"`
-	Status   *string `json:"status,omitempty"`
+	Name   string  `json:"name"`
+	RPM    *int    `json:"rpm,omitempty"`
+	Status *string `json:"status,omitempty"`
 }
 
 type HardwarePowerSensor struct {
 	Name     string   `json:"name"`
-	Location *string  `json:"location,omitempty"`
 	VoltageV *float64 `json:"voltage_v,omitempty"`
 	CurrentA *float64 `json:"current_a,omitempty"`
 	PowerW   *float64 `json:"power_w,omitempty"`
@@ -278,7 +279,6 @@ type HardwarePowerSensor struct {
 
 type HardwareTemperatureSensor struct {
 	Name                     string   `json:"name"`
-	Location                 *string  `json:"location,omitempty"`
 	Celsius                  *float64 `json:"celsius,omitempty"`
 	ThresholdWarningCelsius  *float64 `json:"threshold_warning_celsius,omitempty"`
 	ThresholdCriticalCelsius *float64 `json:"threshold_critical_celsius,omitempty"`
@@ -286,11 +286,10 @@ type HardwareTemperatureSensor struct {
 }
 
 type HardwareOtherSensor struct {
-	Name     string   `json:"name"`
-	Location *string  `json:"location,omitempty"`
-	Value    *float64 `json:"value,omitempty"`
-	Unit     *string  `json:"unit,omitempty"`
-	Status   *string  `json:"status,omitempty"`
+	Name   string   `json:"name"`
+	Value  *float64 `json:"value,omitempty"`
+	Unit   *string  `json:"unit,omitempty"`
+	Status *string  `json:"status,omitempty"`
 }
 
 type HardwareEventLog struct {

audit/internal/webui/page_validate.go

@@ -11,6 +11,13 @@ import (
 	"bee/audit/internal/schema"
 )
 
+// PCI vendor IDs used for GPU classification (source: pci-ids.ucw.cz).
+const (
+	pciVendorNvidia = 0x10de
+	pciVendorAMD    = 0x1002
+	pciVendorAspeed = 0x1a03
+)
+
 type validateInventory struct {
 	CPU            string
 	Memory         string
@@ -634,22 +641,16 @@ func validateFirstNonEmpty(values ...string) string {
 }
 
 func validateIsVendorGPU(dev schema.HardwarePCIeDevice, vendor string) bool {
-	model := strings.ToLower(validateTrimPtr(dev.Model))
-	manufacturer := strings.ToLower(validateTrimPtr(dev.Manufacturer))
-	class := strings.ToLower(validateTrimPtr(dev.DeviceClass))
-	if strings.Contains(model, "aspeed") || strings.Contains(manufacturer, "aspeed") {
+	if dev.VendorID != nil && *dev.VendorID == pciVendorAspeed {
 		return false
 	}
+	class := strings.ToLower(validateTrimPtr(dev.DeviceClass))
+	isGPUClass := class == "videocontroller" || class == "processingaccelerator" || class == "displaycontroller"
 	switch vendor {
 	case "nvidia":
-		isNVIDIAVendor := strings.Contains(model, "nvidia") || strings.Contains(manufacturer, "nvidia")
-		isGPUClass := class == "videocontroller" || class == "processingaccelerator" || class == "displaycontroller"
-		return isNVIDIAVendor && isGPUClass
+		return isGPUClass && dev.VendorID != nil && *dev.VendorID == pciVendorNvidia
 	case "amd":
-		isGPUClass := class == "processingaccelerator" || class == "displaycontroller" || class == "videocontroller"
-		isAMDVendor := strings.Contains(manufacturer, "advanced micro devices") || strings.Contains(manufacturer, "amd") || strings.Contains(manufacturer, "ati")
-		isAMDModel := strings.Contains(model, "instinct") || strings.Contains(model, "radeon") || strings.Contains(model, "amd")
-		return isGPUClass && (isAMDVendor || isAMDModel)
+		return isGPUClass && dev.VendorID != nil && *dev.VendorID == pciVendorAMD
 	default:
 		return false
 	}