deeper log model

2026-04-27 13:42:49 -04:00
parent 9ac96cee9a
commit e62f46b68c
17 changed files with 670 additions and 47 deletions
--- a/app/pycache/config.cpython-314.pyc
+++ b/app/pycache/config.cpython-314.pyc
--- a/app/config.py
+++ b/app/config.py
@@ -47,12 +47,19 @@ LOG_RECEIVER_HOST             = os.getenv("MARVIS_LOG_RECEIVER_HOST", "")
 LOG_RECEIVER_PORT             = _env_int("MARVIS_LOG_RECEIVER_PORT", 5514)
 LOG_RECEIVER_FORMAT           = os.getenv("MARVIS_LOG_RECEIVER_FORMAT", "json_lines")
 LOG_BUFFER_LINES              = _env_int("MARVIS_LOG_BUFFER_LINES", 1000)
+LOG_PROCESS_BUFFER_LINES      = _env_int("MARVIS_LOG_PROCESS_BUFFER_LINES", 500)
+LOG_SUBSCRIBER_BUFFER_LINES   = _env_int("MARVIS_LOG_SUBSCRIBER_BUFFER_LINES", 500)
 LOG_ALERT_CONTEXT_BEFORE      = _env_int("MARVIS_LOG_ALERT_CONTEXT_BEFORE", 5)
 LOG_ALERT_CONTEXT_AFTER       = _env_int("MARVIS_LOG_ALERT_CONTEXT_AFTER", 5)
 LOG_ALERT_CONTEXT_DB_PATH     = os.getenv("MARVIS_LOG_ALERT_CONTEXT_DB_PATH", "/app/data/marvis-alert-context.db")
 LOG_ALERT_CONTEXT_DB_MAX_ROWS = _env_int("MARVIS_LOG_ALERT_CONTEXT_DB_MAX_ROWS", 500)
 LOG_TRACE_BUFFER_LINES        = _env_int("MARVIS_LOG_TRACE_BUFFER_LINES", 5000)
 LOG_FLUENTBIT_MATCH           = os.getenv("MARVIS_LOG_FLUENTBIT_MATCH", "*")
+LOG_TRACE_DEBUG_LEVEL         = os.getenv("MARVIS_LOG_TRACE_DEBUG_LEVEL", "debug")
+LOG_TRACE_TARGET_SERVICES     = [item.lower() for item in _env_list(
+    "MARVIS_LOG_TRACE_TARGET_SERVICES",
+    ["amf", "smf", "mme", "upf", "sgwc"],
+)]
 LOG_ALLOWED_NFS              = [item.upper() for item in _env_list(
    "MARVIS_LOG_ALLOWED_NFS",
    ["AMF", "SMF", "UPF", "UDM", "UDR", "NRF", "AUSF", "PCF", "MME", "SGWC", "DRA", "DSM", "AAA", "BMSC", "CHF", "SMSF", "EIR"],
--- a/app/routers/pycache/logs.cpython-314.pyc
+++ b/app/routers/pycache/logs.cpython-314.pyc
--- a/app/routers/logs.py
+++ b/app/routers/logs.py
@@ -34,3 +34,19 @@ async def configure_log_shipping():
        return await log_ingest.configure_site_output()
    except Exception as exc:
        raise HTTPException(status_code=500, detail=str(exc)) from exc
+
+
+@router.post("/logs/traces/start")
+async def start_trace(supi: str = Query(min_length=3)):
+    try:
+        return await log_ingest.start_subscriber_trace(supi)
+    except Exception as exc:
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
+
+
+@router.post("/logs/traces/stop")
+async def stop_trace():
+    try:
+        return await log_ingest.stop_subscriber_trace()
+    except Exception as exc:
+        raise HTTPException(status_code=500, detail=str(exc)) from exc
--- a/app/services/pycache/ai.cpython-314.pyc
+++ b/app/services/pycache/ai.cpython-314.pyc
--- a/app/services/pycache/alertmanager.cpython-314.pyc
+++ b/app/services/pycache/alertmanager.cpython-314.pyc
--- a/app/services/pycache/log_analyzer.cpython-314.pyc
+++ b/app/services/pycache/log_analyzer.cpython-314.pyc
--- a/app/services/pycache/log_ingest.cpython-314.pyc
+++ b/app/services/pycache/log_ingest.cpython-314.pyc
--- a/app/services/pycache/pls.cpython-314.pyc
+++ b/app/services/pycache/pls.cpython-314.pyc
--- a/app/services/ai.py
+++ b/app/services/ai.py
@@ -9,6 +9,7 @@ from datetime import datetime
 import re
 from app.config import (
    AI_MODE,
+    ALL_NFS,
    CONTAINER_RUNTIME,
    OPENAI_API_KEY,
    OPENAI_MODEL,
@@ -19,6 +20,9 @@ from app.config import (


 async def answer(query: str, network_state: dict, alerts: list, logs: list[dict] | None = None) -> str:
+    special = await _handle_log_queries(query, network_state, alerts, logs or [])
+    if special:
+        return special
    if AI_MODE == "openai":
        return await _call_openai(query, network_state, alerts, logs or [])
    if AI_MODE == "ollama":
@@ -53,7 +57,6 @@ def _rule_based(query: str, network_state: dict, alerts: list, logs: list[dict])
        )

    # Specific NF query
-    from app.config import ALL_NFS
    for nf_name in ALL_NFS:
        if nf_name.lower() in q:
            return _nf_detail(nf_name, nfs, alerts, log_hits)
@@ -74,6 +77,60 @@ def _rule_based(query: str, network_state: dict, alerts: list, logs: list[dict])
    return _health_summary(up, down, alerts, cluster, log_hits)


+async def _handle_log_queries(query: str, network_state: dict, alerts: list, logs: list[dict]) -> str | None:
+    from app.services import log_analyzer, log_ingest
+
+    q = query.strip()
+    lowered = q.lower()
+
+    if "trace" in lowered and any(word in lowered for word in ["stop", "end", "disable", "finish"]):
+        summary = await log_ingest.stop_subscriber_trace()
+        if not summary.get("started_at"):
+            return "ℹ️ No subscriber trace is currently active."
+        return (
+            f"🛑 **Subscriber trace stopped** for `{summary.get('filter')}`\n\n"
+            f"Started: {summary.get('started_at')}\n"
+            f"Matched events: **{summary.get('matched_events', 0)}**\n"
+            f"Restored nodes: {', '.join(summary.get('restored_nodes', [])) or 'none'}"
+        )
+
+    trace_target = _extract_trace_target(q)
+    if trace_target:
+        state = await log_ingest.start_subscriber_trace(trace_target)
+        events = log_ingest.get_subscriber_events(trace_target, limit=20)
+        findings = log_analyzer.summarize_event_slice(events)
+        return _format_trace_response(trace_target, state, events, findings)
+
+    supi_query = _extract_supi_query(q)
+    asks_logs = any(
+        phrase in lowered
+        for phrase in ["show me the logs", "show logs", "logs for", "what do the logs show", "trace output", "recent logs"]
+    )
+    nf_query = _extract_nf_query(q)
+
+    if supi_query and (_is_bare_supi(q) or "subscriber" in lowered or "supi" in lowered or "imsi" in lowered or asks_logs):
+        events = log_ingest.get_subscriber_events(supi_query, limit=500)
+        findings = log_analyzer.summarize_event_slice(events)
+        return _format_log_slice(
+            title=f"Subscriber logs for `{supi_query}`",
+            events=events,
+            findings=findings,
+            empty_message=f"ℹ️ No recent logs matched subscriber `{supi_query}`.",
+        )
+
+    if nf_query and ("process" in lowered or asks_logs or "show me" in lowered):
+        events = log_ingest.get_process_events(nf_query, limit=500)
+        findings = log_analyzer.summarize_event_slice(events)
+        return _format_log_slice(
+            title=f"Process logs for `{nf_query}`",
+            events=events,
+            findings=findings,
+            empty_message=f"ℹ️ No recent logs are buffered for process `{nf_query}`.",
+        )
+
+    return None
+
+
 def _health_summary(up: list, down: list, alerts: list, cluster: dict, log_hits: list[dict]) -> str:
    ts = datetime.now().strftime("%H:%M:%S")
    crit = [a for a in alerts if a.get("severity") == "critical"]
@@ -237,6 +294,90 @@ def _log_summary(log_hits: list[dict], logs: list[dict]) -> str:
    return "\n".join(lines)


+def _extract_supi_query(query: str) -> str:
+    lowered = query.lower()
+    match = re.search(r"(imsi-\d{6,20}|\b\d{6,20}\b)", lowered)
+    if not match:
+        return ""
+    token = match.group(1)
+    if token.startswith("imsi-"):
+        return token
+    return f"imsi-{token}"
+
+
+def _is_bare_supi(query: str) -> bool:
+    cleaned = query.strip().lower()
+    return bool(re.fullmatch(r"(imsi-\d{6,20}|\d{6,20})", cleaned))
+
+
+def _extract_nf_query(query: str) -> str:
+    text = query.upper()
+    for nf_name in ALL_NFS:
+        if nf_name in text:
+            return nf_name
+    return ""
+
+
+def _extract_trace_target(query: str) -> str:
+    lowered = query.lower()
+    if "trace" not in lowered:
+        return ""
+    if not any(word in lowered for word in ["start", "run", "begin", "trace"]):
+        return ""
+    return _extract_supi_query(query)
+
+
+def _format_log_slice(*, title: str, events: list[dict], findings: list[dict], empty_message: str) -> str:
+    if not events:
+        return empty_message
+    lines = [f"🧾 **{title}**", f"Buffered lines: **{len(events)}**\n"]
+    if findings:
+        lines.append("Rule hits:")
+        for finding in findings[:6]:
+            lines.append(
+                f"• **{finding['severity'].upper()}** {finding['nf']} on {finding.get('node','unknown')}: "
+                f"{finding['description']}"
+            )
+            lines.append(f"  Fix: {finding['remediation']}")
+        lines.append("")
+    lines.append("Recent log lines:")
+    for event in events[-12:]:
+        lines.append(
+            f"• {event.get('timestamp','')} — {event.get('node','unknown')} {event.get('nf','SYSTEM')}: "
+            f"{_trim_message(event.get('message',''), 220)}"
+        )
+    return "\n".join(lines)
+
+
+def _format_trace_response(target: str, state: dict, events: list[dict], findings: list[dict]) -> str:
+    lines = [
+        f"🔎 **Subscriber trace active** for `{target}`",
+        f"Level override: **{state.get('level', 'debug')}**",
+        f"Nodes updated: {', '.join(state.get('nodes', [])) or 'none'}",
+        f"Matched events so far: **{state.get('matched_events', 0)}**\n",
+    ]
+    if findings:
+        lines.append("Current rule-based diagnosis:")
+        for finding in findings[:5]:
+            lines.append(
+                f"• **{finding['severity'].upper()}** {finding['nf']} on {finding.get('node','unknown')}: "
+                f"{finding['description']}"
+            )
+            lines.append(f"  Fix: {finding['remediation']}")
+        lines.append("")
+    if events:
+        lines.append("Current trace lines:")
+        for event in events[-10:]:
+            lines.append(
+                f"• {event.get('timestamp','')} — {event.get('node','unknown')} {event.get('nf','SYSTEM')}: "
+                f"{_trim_message(event.get('message',''), 220)}"
+            )
+    else:
+        lines.append("No matching subscriber logs have arrived yet.")
+    lines.append("\nUse `stop trace` when the attach/session test is complete.")
+    return "\n".join(lines)
+
+
 def _nf_label(nf: dict) -> str:
    placements = nf.get("nodes", [])
    if not placements:
--- a/app/services/alertmanager.py
+++ b/app/services/alertmanager.py
@@ -41,7 +41,7 @@ async def _get_alertmanager_alerts(cluster: dict) -> list:
        name = labels.get("alertname", "Unknown")
        summary = annotations.get("summary", annotations.get("description", ""))
        nf_name = _infer_nf(name, summary, labels.get("instance", ""))
-        nodes = cluster_inventory.find_nf_nodes(cluster, nf_name) if nf_name else []
+        nodes = _resolve_nodes(cluster, labels, name, summary, nf_name)
        alerts.append({
            "name":     name,
            "severity": labels.get("severity", "warning"),
@@ -107,7 +107,70 @@ def _severity_rank(severity: str | None) -> int:

 def _infer_nf(name: str, summary: str, instance: str) -> str:
    text = f"{name} {summary} {instance}".upper()
-    for nf_name in ["AMF", "SMF", "UPF", "UDM", "UDR", "NRF", "AUSF", "PCF", "MME", "SGWC", "DRA", "DSM"]:
+    for nf_name in ["AMF", "SMF", "UPF", "UDM", "UDR", "NRF", "AUSF", "PCF", "MME", "SGWC", "DRA", "DSM", "AAA", "BMSC", "CHF", "SMSF", "EIR"]:
        if nf_name in text:
            return nf_name
    return ""
+
+
+def _resolve_nodes(cluster: dict, labels: dict, name: str, summary: str, nf_name: str) -> list:
+    nodes = cluster.get("nodes", [])
+    if not nodes:
+        return []
+
+    search_parts = [name, summary]
+    for key in ("instance", "job", "service", "container", "hostname", "node", "pod"):
+        value = labels.get(key)
+        if value:
+            search_parts.append(value)
+    search_text = " ".join(search_parts).upper()
+
+    explicit = []
+    for node in nodes:
+        hostname = str(node.get("hostname", ""))
+        address = str(node.get("address", ""))
+        node_name = str(node.get("name", ""))
+        if any(token and token.upper() in search_text for token in (hostname, address, node_name)):
+            explicit.append(_node_ref(node))
+    if explicit:
+        return _dedupe_nodes(explicit)
+
+    if nf_name:
+        nf_nodes = cluster_inventory.find_nf_nodes(cluster, nf_name)
+        if nf_nodes:
+            return nf_nodes
+
+    service_matches = []
+    for node in nodes:
+        started = {str(service).upper() for service in node.get("started_services", [])}
+        if any(service and service in search_text for service in started):
+            service_matches.append(_node_ref(node))
+    if service_matches:
+        return _dedupe_nodes(service_matches)
+
+    current = next((node for node in nodes if node.get("current")), None)
+    if current and labels.get("instance", "").startswith(("127.0.0.1", "localhost")):
+        return [_node_ref(current)]
+
+    return []
+
+
+def _node_ref(node: dict) -> dict:
+    return {
+        "hostname": node.get("hostname", ""),
+        "address": node.get("address", ""),
+        "role": node.get("role", "AP"),
+        "current": node.get("current", False),
+    }
+
+
+def _dedupe_nodes(nodes: list[dict]) -> list[dict]:
+    seen = set()
+    result = []
+    for node in nodes:
+        key = (node.get("hostname"), node.get("address"))
+        if key in seen:
+            continue
+        seen.add(key)
+        result.append(node)
+    return result
--- a/app/services/log_analyzer.py
+++ b/app/services/log_analyzer.py
@@ -109,6 +109,39 @@ def _rule_matches(message: str, pattern: str) -> bool:
        return False


+def summarize_event_slice(events: list[dict]) -> list[dict]:
+    findings: list[dict] = []
+    seen: set[tuple[str, str, str, str]] = set()
+    for event in sorted(events or [], key=lambda item: item.get("epoch", 0.0)):
+        message = event.get("message", "")
+        event_nf = str(event.get("nf", "")).upper()
+        event_node = event.get("node", "")
+        for category, patterns in load_category_patterns().items():
+            for rule in patterns:
+                rule_nf = str(rule["nf"]).upper()
+                if rule_nf != event_nf:
+                    continue
+                if not _rule_matches(message, rule["pattern"]):
+                    continue
+                key = (category, rule_nf, event_node, rule["description"])
+                if key in seen:
+                    continue
+                seen.add(key)
+                findings.append(
+                    {
+                        "category": category,
+                        "nf": rule_nf,
+                        "node": event_node,
+                        "severity": rule["severity"],
+                        "description": rule["description"],
+                        "remediation": rule["remediation"],
+                        "message": message,
+                        "timestamp": event.get("timestamp", ""),
+                    }
+                )
+    return findings
+
+
 # ── Category/NF mapping for Alertmanager alerts ──────────────────────────────

 def _alert_category(alert: dict) -> str:
--- a/app/services/log_ingest.py
+++ b/app/services/log_ingest.py
@@ -4,6 +4,7 @@ from __future__ import annotations

 import asyncio
 import json
+import re
 import sqlite3
 from collections import deque
 from datetime import UTC, datetime
@@ -22,22 +23,43 @@ from app.config import (
    LOG_AUTO_CONFIGURE,
    LOG_FLUENTBIT_MATCH,
    LOG_INGEST_ENABLED,
+    LOG_PROCESS_BUFFER_LINES,
    LOG_RECEIVER_BIND_HOST,
    LOG_RECEIVER_FORMAT,
    LOG_RECEIVER_HOST,
    LOG_RECEIVER_PORT,
+    LOG_SUBSCRIBER_BUFFER_LINES,
+    LOG_TRACE_DEBUG_LEVEL,
    LOG_TRACE_BUFFER_LINES,
+    LOG_TRACE_TARGET_SERVICES,
 )
 from app.services import pls

 _server: asyncio.base_events.Server | None = None
+_allowed_nfs = {nf.upper() for nf in LOG_ALLOWED_NFS}
 _events: deque[dict[str, Any]] = deque(maxlen=max(LOG_BUFFER_LINES, 1))
 _trace_events: deque[dict[str, Any]] = deque(maxlen=max(LOG_TRACE_BUFFER_LINES, LOG_BUFFER_LINES, 1))
+_process_events: dict[str, deque[dict[str, Any]]] = {
+    nf.upper(): deque(maxlen=max(LOG_PROCESS_BUFFER_LINES, 1))
+    for nf in _allowed_nfs if nf != "SYSTEM"
+}
+_subscriber_events: dict[str, deque[dict[str, Any]]] = {}
 _ingested_total = 0
 _parse_errors = 0
 _last_event_at: str | None = None
 _db_initialized = False
-_allowed_nfs = {nf.upper() for nf in LOG_ALLOWED_NFS}
+_supi_pattern = re.compile(r"(imsi-\d{6,20}|\b\d{6,20}\b)", re.IGNORECASE)
+_trace_state: dict[str, Any] = {
+    "active": False,
+    "filter": "",
+    "normalized": "",
+    "started_at": None,
+    "matched_events": 0,
+    "nodes": [],
+    "services": list(LOG_TRACE_TARGET_SERVICES),
+    "level": LOG_TRACE_DEBUG_LEVEL,
+    "original_levels": {},
+}


 def _db_path() -> Path:
@@ -181,6 +203,43 @@ def _infer_nf(payload: dict[str, Any], message: str) -> str:
    return "SYSTEM"


+def _normalize_supi(value: str | None) -> str:
+    if not value:
+        return ""
+    text = str(value).strip().lower()
+    if not text:
+        return ""
+    if text.startswith("imsi-"):
+        digits = "".join(ch for ch in text[5:] if ch.isdigit())
+        return f"imsi-{digits}" if digits else text
+    digits = "".join(ch for ch in text if ch.isdigit())
+    if digits:
+        return f"imsi-{digits}"
+    return text
+
+
+def _extract_supis(message: str) -> list[str]:
+    matches = []
+    for raw in _supi_pattern.findall(message or ""):
+        normalized = _normalize_supi(raw)
+        if normalized and normalized not in matches:
+            matches.append(normalized)
+    return matches
+
+
+def _matches_trace(event: dict[str, Any]) -> bool:
+    if not _trace_state.get("active"):
+        return False
+    normalized = _trace_state.get("normalized", "")
+    if not normalized:
+        return False
+    message = str(event.get("message", "")).lower()
+    if normalized in message:
+        return True
+    digits = normalized.removeprefix("imsi-")
+    return bool(digits and digits in message)
+
+
 def _normalize_event(payload: dict[str, Any], remote_host: str) -> dict[str, Any]:
    ts_value = (
        payload.get("timestamp")
@@ -215,6 +274,7 @@ def _normalize_event(payload: dict[str, Any], remote_host: str) -> dict[str, Any
        or ""
    )
    message = str(message).strip()
+    supis = _extract_supis(message)
    tag = str(payload.get("tag", ""))
    nf = _infer_nf(payload, message)
    fingerprint = sha1(f"{ts_iso}|{node}|{nf}|{source}|{message}".encode("utf-8")).hexdigest()
@@ -227,6 +287,7 @@ def _normalize_event(payload: dict[str, Any], remote_host: str) -> dict[str, Any
        "source": str(source),
        "tag": tag,
        "message": message,
+        "supis": supis,
        "raw": payload,
    }

@@ -238,6 +299,16 @@ async def _ingest_payload(payload: dict[str, Any], remote_host: str) -> None:
        return
    _events.append(event)
    _trace_events.append(event)
+    nf_key = event.get("nf", "").upper()
+    if nf_key:
+        _process_events.setdefault(nf_key, deque(maxlen=max(LOG_PROCESS_BUFFER_LINES, 1))).append(event)
+    for supi in event.get("supis", []):
+        _subscriber_events.setdefault(
+            supi,
+            deque(maxlen=max(LOG_SUBSCRIBER_BUFFER_LINES, 1)),
+        ).append(event)
+    if _matches_trace(event):
+        _trace_state["matched_events"] = int(_trace_state.get("matched_events", 0)) + 1
    _ingested_total += 1
    _last_event_at = event["timestamp"]

@@ -300,6 +371,8 @@ def receiver_status() -> dict[str, Any]:
        "format": LOG_RECEIVER_FORMAT,
        "allowed_nfs": sorted(_allowed_nfs),
        "buffer_lines": LOG_BUFFER_LINES,
+        "process_buffer_lines": LOG_PROCESS_BUFFER_LINES,
+        "subscriber_buffer_lines": LOG_SUBSCRIBER_BUFFER_LINES,
        "trace_buffer_lines": LOG_TRACE_BUFFER_LINES,
        "context_before": LOG_ALERT_CONTEXT_BEFORE,
        "context_after": LOG_ALERT_CONTEXT_AFTER,
@@ -308,6 +381,17 @@ def receiver_status() -> dict[str, Any]:
        "parse_errors": _parse_errors,
        "last_event_at": _last_event_at,
        "current_buffer_size": len(_events),
+        "process_buffers": sorted(_process_events.keys()),
+        "subscriber_buffers": len(_subscriber_events),
+        "trace": {
+            "active": bool(_trace_state.get("active")),
+            "filter": _trace_state.get("filter", ""),
+            "started_at": _trace_state.get("started_at"),
+            "matched_events": _trace_state.get("matched_events", 0),
+            "nodes": list(_trace_state.get("nodes", [])),
+            "services": list(_trace_state.get("services", [])),
+            "level": _trace_state.get("level", LOG_TRACE_DEBUG_LEVEL),
+        },
    }


@@ -396,8 +480,135 @@ async def configure_site_output() -> dict[str, Any]:
    }


+def _sort_and_limit(events: list[dict[str, Any]], limit: int | None = None) -> list[dict[str, Any]]:
+    deduped: dict[str, dict[str, Any]] = {}
+    for event in events:
+        deduped[event.get("id", str(id(event)))] = event
+    ordered = sorted(deduped.values(), key=lambda event: event.get("epoch", 0.0))
+    if limit is not None:
+        return ordered[-limit:]
+    return ordered
+
+
+def get_process_events(nf: str, limit: int | None = None) -> list[dict[str, Any]]:
+    nf_key = str(nf or "").upper()
+    events = list(_process_events.get(nf_key, []))
+    return _sort_and_limit(events, limit)
+
+
+def get_subscriber_events(supi_or_fragment: str, limit: int | None = None) -> list[dict[str, Any]]:
+    normalized = _normalize_supi(supi_or_fragment)
+    fragment = str(supi_or_fragment or "").strip().lower()
+    if not normalized and not fragment:
+        return []
+    matches: list[dict[str, Any]] = []
+    for supi, events in _subscriber_events.items():
+        digits = supi.removeprefix("imsi-")
+        if normalized and (supi == normalized or normalized in supi or normalized.removeprefix("imsi-") in digits):
+            matches.extend(events)
+            continue
+        if fragment and (fragment in supi.lower() or fragment in digits):
+            matches.extend(events)
+    return _sort_and_limit(matches, limit)
+
+
+async def _trace_target_nodes() -> list[dict[str, Any]]:
+    cluster = await pls.get_cluster_status()
+    nodes = []
+    if isinstance(cluster, dict):
+        for node in cluster.get("nodes", []):
+            host = pls.node_host(node.get("name", ""))
+            if host:
+                nodes.append({"name": node.get("name", ""), "host": host})
+    if not nodes:
+        system = await pls.get_system_info()
+        host = str(system.get("hostname", "") if isinstance(system, dict) else "") or "127.0.0.1"
+        nodes.append({"name": host, "host": host})
+    deduped = {}
+    for node in nodes:
+        deduped[node["host"]] = node
+    return list(deduped.values())
+
+
+async def start_subscriber_trace(supi_or_fragment: str) -> dict[str, Any]:
+    normalized = _normalize_supi(supi_or_fragment)
+    fragment = str(supi_or_fragment or "").strip()
+    if not normalized and not fragment:
+        raise RuntimeError("A SUPI or SUPI fragment is required to start a trace")
+
+    if _trace_state.get("active"):
+        await stop_subscriber_trace()
+
+    target_nodes = await _trace_target_nodes()
+    original_levels: dict[str, dict[str, Any]] = {}
+    applied_nodes: list[str] = []
+    for node in target_nodes:
+        host = node["host"]
+        current = await pls.get_log_config(host=host)
+        if not isinstance(current, dict):
+            continue
+        original_levels[host] = current
+        updated = dict(current)
+        updated["level"] = LOG_TRACE_DEBUG_LEVEL
+        await pls.put_log_config(updated, host=host)
+        applied_nodes.append(host)
+
+    _trace_state.update(
+        {
+            "active": True,
+            "filter": fragment,
+            "normalized": normalized or fragment.lower(),
+            "started_at": datetime.now(UTC).isoformat(),
+            "matched_events": 0,
+            "nodes": applied_nodes,
+            "services": list(LOG_TRACE_TARGET_SERVICES),
+            "level": LOG_TRACE_DEBUG_LEVEL,
+            "original_levels": original_levels,
+        }
+    )
+    return receiver_status()["trace"]
+
+
+async def stop_subscriber_trace() -> dict[str, Any]:
+    original_levels = dict(_trace_state.get("original_levels", {}))
+    restored_nodes: list[str] = []
+    for host, config in original_levels.items():
+        try:
+            if isinstance(config, dict):
+                await pls.put_log_config(config, host=host)
+                restored_nodes.append(host)
+        except Exception:
+            continue
+
+    summary = {
+        "filter": _trace_state.get("filter", ""),
+        "started_at": _trace_state.get("started_at"),
+        "matched_events": _trace_state.get("matched_events", 0),
+        "restored_nodes": restored_nodes,
+    }
+    _trace_state.update(
+        {
+            "active": False,
+            "filter": "",
+            "normalized": "",
+            "started_at": None,
+            "matched_events": 0,
+            "nodes": [],
+            "services": list(LOG_TRACE_TARGET_SERVICES),
+            "level": LOG_TRACE_DEBUG_LEVEL,
+            "original_levels": {},
+        }
+    )
+    return summary
+
+
 def get_events(limit: int | None = None, node: str | None = None, nf: str | None = None, imsi: str | None = None) -> list[dict[str, Any]]:
-    events = list(_trace_events if imsi else _events)
+    if imsi:
+        events = get_subscriber_events(imsi, limit=None)
+    elif nf:
+        events = get_process_events(nf, limit=None)
+    else:
+        events = list(_events)
    if node:
        node_l = node.lower()
        events = [event for event in events if event.get("node", "").lower() == node_l]
@@ -405,12 +616,20 @@ def get_events(limit: int | None = None, node: str | None = None, nf: str | None
        nf_u = nf.upper()
        events = [event for event in events if event.get("nf", "").upper() == nf_u]
    if imsi:
-        needle = imsi.strip()
-        events = [event for event in events if needle and needle in event.get("message", "")]
-    events.sort(key=lambda event: event.get("epoch", 0.0))
-    if limit is not None:
-        return events[-limit:]
-    return events
+        needle = str(imsi).strip().lower()
+        normalized = _normalize_supi(imsi)
+        digits = normalized.removeprefix("imsi-") if normalized else ""
+        events = [
+            event for event in events
+            if needle and (
+                needle in event.get("message", "").lower()
+                or any(
+                    needle in supi.lower() or (digits and digits in supi.removeprefix("imsi-"))
+                    for supi in event.get("supis", [])
+                )
+            )
+        ]
+    return _sort_and_limit(events, limit)


 def record_alert_context(
--- a/app/services/pls.py
+++ b/app/services/pls.py
@@ -118,3 +118,13 @@ async def get_fluentbit_config() -> dict | None:
 async def put_fluentbit_config(config: dict) -> dict | None:
    data = await _put("fluent-bit/config", config)
    return data if isinstance(data, dict) else None
+
+
+async def get_log_config(host: str | None = None) -> dict | None:
+    data = await _get("mgmt/config/logs", host=host)
+    return data if isinstance(data, dict) else None
+
+
+async def put_log_config(config: dict, host: str | None = None) -> dict | None:
+    data = await _put("mgmt/config/logs", config, host=host)
+    return data if isinstance(data, dict) else None
--- a/app/ui/index.html
+++ b/app/ui/index.html
@@ -70,11 +70,20 @@ header h1 span { color: var(--muted); font-weight: 400; }
  letter-spacing: .1em; color: var(--muted); margin-bottom: 12px;
  display: flex; align-items: center; justify-content: space-between;
 }
+.section-head {
+  display: flex; align-items: center; justify-content: space-between; gap: 10px;
+}
 .refresh-btn {
  background: none; border: none; color: var(--muted); cursor: pointer;
  font-size: 13px; padding: 1px 4px; border-radius: 4px; transition: color .15s;
 }
 .refresh-btn:hover { color: var(--text); }
+.collapse-btn {
+  background: none; border: none; color: var(--muted); cursor: pointer;
+  font-size: 12px; border-radius: 4px; transition: color .15s, transform .15s;
+}
+.collapse-btn:hover { color: var(--text); }
+.collapsed .collapse-btn { transform: rotate(-90deg); }

 /* NF grid */
 .nf-grid { display: grid; grid-template-columns: repeat(3,1fr); gap: 7px; }
@@ -192,8 +201,16 @@ header h1 span { color: var(--muted); font-weight: 400; }
  border-radius: 6px; padding: 7px 8px; white-space: pre-wrap;
 }

+.cluster-flyout {
+  margin-top: 12px;
+  border-top: 1px solid rgba(255,255,255,.05);
+  padding-top: 12px;
+}
+.cluster-flyout.hidden,
+.cluster-flyout[hidden] { display: none !important; }
+
 /* ── Chat panel ─────────────────────────────────────────────────── */
-.chat { display: grid; grid-template-rows: auto auto minmax(0,1fr) auto; overflow: hidden; }
+.chat { display: grid; grid-template-rows: auto minmax(0,1fr) auto auto; overflow: hidden; }
 .messages {
  min-height: 0; overflow-y: auto; padding: 20px; display: flex; flex-direction: column; gap: 14px;
 }
@@ -225,11 +242,15 @@ header h1 span { color: var(--muted); font-weight: 400; }
@keyframes bounce{0%,100%{transform:translateY(0)}50%{transform:translateY(-7px)}}

 /* Suggestions */
-.chips { display: flex; gap: 6px; padding: 0 20px 10px; overflow-x: auto; flex-shrink: 0; }
+.chips {
+  display: flex; gap: 6px; padding: 8px 20px; overflow-x: auto; flex-shrink: 0;
+  border-top: 1px solid rgba(255,255,255,.04);
+  background: rgba(15,17,23,.75);
+}
 .chips::-webkit-scrollbar { display: none; }
 .chip {
  background: var(--card); border: 1px solid var(--border); border-radius: 20px;
-  color: var(--text); padding: 5px 13px; font-size: 12px; cursor: pointer;
+  color: var(--text); padding: 4px 10px; font-size: 11px; line-height: 1.2; cursor: pointer;
  white-space: nowrap; transition: border-color .15s, background .15s;
 }
 .chip:hover { border-color: var(--purple); background: var(--purple-dim); }
@@ -261,10 +282,13 @@ header h1 span { color: var(--muted); font-weight: 400; }
  flex-shrink: 0;
  display: flex;
  flex-direction: column;
-  min-height: 220px;
-  max-height: 280px;
+  min-height: 72px;
+  max-height: 320px;
  border-bottom: 1px solid var(--border);
 }
+.trace-panel.collapsed { max-height: 72px; }
+.trace-panel.collapsed .trace-controls,
+.trace-panel.collapsed .trace-log { display: none; }
 .trace-header {
  padding: 12px 20px 10px;
  display: flex; align-items: center; justify-content: space-between; gap: 10px;
@@ -274,6 +298,12 @@ header h1 span { color: var(--muted); font-weight: 400; }
  font-size: 11px; font-weight: 700; text-transform: uppercase; letter-spacing: .1em; color: var(--muted);
 }
 .trace-status { font-size: 11px; color: var(--muted); }
+.trace-head-left { display: flex; align-items: center; gap: 10px; }
+.trace-head-right { display: flex; align-items: center; gap: 12px; }
+.refresh-mode {
+  background: var(--card); color: var(--text); border: 1px solid var(--border);
+  border-radius: 8px; padding: 5px 8px; font: inherit;
+}
 .trace-controls {
  padding: 10px 20px;
  display: grid; grid-template-columns: repeat(4, minmax(0, 1fr)); gap: 8px;
@@ -311,6 +341,7 @@ header h1 span { color: var(--muted); font-weight: 400; }
  .left { max-height: 260px; }
  .trace-controls { grid-template-columns: 1fr 1fr; }
  .trace-panel { max-height: 320px; }
+  .trace-head-right { flex-wrap: wrap; justify-content: flex-end; }
 }
 </style>
 </head>
@@ -326,19 +357,22 @@ header h1 span { color: var(--muted); font-weight: 400; }
 <div class="layout">
  <!-- Left panel -->
  <div class="left">
-    <div class="section">
-      <div class="section-title">
-        Cluster Overview
-        <button class="refresh-btn" onclick="refresh()" title="Refresh">↻</button>
+    <div class="section" id="clusterSection">
+      <div class="section-title section-head">
+        <span>Cluster Overview</span>
+        <div>
+          <button type="button" class="refresh-btn" onclick="refresh()" title="Refresh">↻</button>
+          <button type="button" class="collapse-btn" id="clusterToggle" onclick="toggleClusterFlyout()" title="Toggle discovered nodes" aria-expanded="true">▾</button>
+        </div>
      </div>
      <div class="nf-grid" id="nfGrid">
        <div class="nf-card"><div class="nf-name">···</div></div>
      </div>
-    </div>
-    <div class="section">
-      <div class="section-title">Discovered Nodes</div>
-      <div class="node-list" id="nodeList">
-        <div class="node-empty">Loading cluster inventory…</div>
+      <div class="cluster-flyout" id="clusterFlyout">
+        <div class="section-title" style="margin-bottom:10px">Discovered Nodes</div>
+        <div class="node-list" id="nodeList">
+          <div class="node-empty">Loading cluster inventory…</div>
+        </div>
      </div>
    </div>
    <div class="alerts-scroll">
@@ -349,10 +383,23 @@ header h1 span { color: var(--muted); font-weight: 400; }

  <!-- Chat panel -->
  <div class="chat">
-    <div class="trace-panel">
+    <div class="trace-panel" id="tracePanel">
      <div class="trace-header">
-        <div class="trace-title">Live Log Trace</div>
-        <div class="trace-status" id="traceStatus">Waiting for log stream…</div>
+        <div class="trace-head-left">
+          <div class="trace-title">Live Log Trace</div>
+          <button type="button" class="collapse-btn" id="traceToggle" onclick="toggleTracePanel()" title="Toggle live log trace">▾</button>
+        </div>
+        <div class="trace-head-right">
+          <label for="traceRefreshMode" class="trace-status">Refresh</label>
+          <select class="refresh-mode" id="traceRefreshMode" onchange="setTraceRefreshMode(this.value)">
+            <option value="immediate">Realtime</option>
+            <option value="30">30s</option>
+            <option value="60">60s</option>
+            <option value="90">90s</option>
+            <option value="off">Off</option>
+          </select>
+          <div class="trace-status" id="traceStatus">Waiting for log stream…</div>
+        </div>
      </div>
      <div class="trace-controls">
        <select id="traceNode" onchange="loadTraces()">
@@ -368,15 +415,15 @@ header h1 span { color: var(--muted); font-weight: 400; }
        <div class="trace-empty">No trace data yet.</div>
      </div>
    </div>
-    <div class="chips">
-      <button class="chip" onclick="ask(this)">Network health overview</button>
-      <button class="chip" onclick="ask(this)">Any active alerts?</button>
-      <button class="chip" onclick="ask(this)">UPF status</button>
-      <button class="chip" onclick="ask(this)">SMF session analysis</button>
-      <button class="chip" onclick="ask(this)">Subscriber issues?</button>
-      <button class="chip" onclick="ask(this)">What can you do?</button>
-    </div>
    <div class="messages" id="messages"></div>
+    <div class="chips">
+      <button type="button" class="chip" onclick="ask(this)">Network health overview</button>
+      <button type="button" class="chip" onclick="ask(this)">Any active alerts?</button>
+      <button type="button" class="chip" onclick="ask(this)">UPF status</button>
+      <button type="button" class="chip" onclick="ask(this)">SMF session analysis</button>
+      <button type="button" class="chip" onclick="ask(this)">Subscriber issues?</button>
+      <button type="button" class="chip" onclick="ask(this)">What can you do?</button>
+    </div>
    <div class="input-bar">
      <input class="msg-input" id="inp" placeholder="Ask about your P5G network…"
             onkeydown="if(event.key==='Enter'&&!event.shiftKey){event.preventDefault();send()}">
@@ -401,6 +448,10 @@ const ROLE_LABELS = {
 let latestCluster = { nodes: [] };
 let allowedTraceNfs = [];
 let tracePollHandle = null;
+let traceRefreshMode = 'immediate';
+let initialAiMessage = null;
+let openNodeKeys = new Set();
+let nodeExpansionInitialized = false;

 function md(text) {
  // minimal markdown: **bold**, `code`, newlines
@@ -427,6 +478,12 @@ function addMsg(role, html, isTyping=false) {
  return el;
 }

+function replaceInitialAiMessage(html) {
+  if (!initialAiMessage) return;
+  const bubble = initialAiMessage.querySelector('.bubble');
+  if (bubble) bubble.innerHTML = html;
+}
+
 // ── Network status ─────────────────────────────────────────────────────────
 async function loadNFs() {
  try {
@@ -446,6 +503,16 @@ async function loadNFs() {
    populateTraceFilters(d.cluster);
    $('dot').className = 'dot';
    $('connLabel').textContent = 'Live';
+    const up = d.summary?.up ?? 0;
+    const down = d.summary?.down ?? 0;
+    const nodes = d.cluster?.nodes?.length ?? 0;
+    replaceInitialAiMessage(md(
+      `**P5G Marvis is live.**\n\n` +
+      `Cluster nodes discovered: **${nodes}**\n` +
+      `Network functions up: **${up}**\n` +
+      `Network functions down: **${down}**\n\n` +
+      `Ask about health, alerts, sessions, or logs below.`
+    ));
  } catch {
    $('dot').className = 'dot err';
    $('connLabel').textContent = 'Unreachable';
@@ -474,7 +541,39 @@ function populateTraceFilters(cluster) {
 }

 function toggleNodeCard(button) {
-  button.closest('.node-card')?.classList.toggle('open');
+  const card = button.closest('.node-card');
+  if (!card) return;
+  const key = card.dataset.nodeKey;
+  card.classList.toggle('open');
+  if (card.classList.contains('open')) {
+    openNodeKeys.add(key);
+  } else {
+    openNodeKeys.delete(key);
+  }
+}
+
+function toggleClusterFlyout() {
+  const section = $('clusterSection');
+  const flyout = $('clusterFlyout');
+  const toggle = $('clusterToggle');
+  const isOpen = !flyout.hasAttribute('hidden');
+  if (isOpen) {
+    flyout.setAttribute('hidden', '');
+    flyout.classList.add('hidden');
+    section.classList.add('collapsed');
+    toggle.textContent = '▸';
+    toggle.setAttribute('aria-expanded', 'false');
+    return;
+  }
+  flyout.removeAttribute('hidden');
+  flyout.classList.remove('hidden');
+  section.classList.remove('collapsed');
+  toggle.textContent = '▾';
+  toggle.setAttribute('aria-expanded', 'true');
+}
+
+function toggleTracePanel() {
+  $('tracePanel').classList.toggle('collapsed');
 }

 function renderNodes(cluster) {
@@ -485,29 +584,41 @@ function renderNodes(cluster) {
    return;
  }

+  if (!nodeExpansionInitialized) {
+    openNodeKeys = new Set(
+      nodes
+        .filter(node => node.current)
+        .map(node => node.hostname || node.address || node.name)
+    );
+    nodeExpansionInitialized = true;
+  }
+
  list.innerHTML = nodes.map(node => {
+    const nodeKey = node.hostname || node.address || node.name;
    const role = ROLE_LABELS[node.role] || node.role || 'AP';
    const repoChips = (node.repositories || []).slice(0, 3).map(repo =>
      `<span class="node-chip">${repo.type}:${repo.role}</span>`
    ).join('');
    const running = (node.started_services || []).filter(name => !['alertmanager','prometheus','ncm','pls','fluent-bit','grafana','openvpn','ssh','node-exporter','podman-exporter','licensed','webconsole'].includes(name));
    const serviceText = running.length ? running.join(', ') : 'No managed NFs started';
+    const expectedSet = new Set((node.expected_nfs || []).map(nf => String(nf).toUpperCase()));
    const expected = (node.expected_nfs || []).join(', ') || 'No NF profile mapped';
-    const nfTiles = (node.nfs || []).map(nf => `
+    const profileNfs = (node.nfs || []).filter(nf => expectedSet.has(String(nf.name).toUpperCase()));
+    const nfTiles = profileNfs.map(nf => `
      <div class="node-nf ${nf.state}">
        <div class="node-nf-name">${nf.name}</div>
        <div class="node-nf-state">${nf.state === 'up' ? '● up' : nf.state === 'down' ? '● dn' : '○ n/a'}</div>
      </div>
    `).join('');
-    const downCount = (node.nfs || []).filter(nf => nf.state === 'down').length;
-    const openClass = node.current ? 'open' : '';
+    const downCount = profileNfs.filter(nf => nf.state === 'down').length;
+    const openClass = openNodeKeys.has(nodeKey) ? 'open' : '';
    return `
-      <div class="node-card ${openClass}">
+      <div class="node-card ${openClass}" data-node-key="${escapeHtml(nodeKey)}">
        <div class="node-summary" onclick="toggleNodeCard(this)">
          <div class="node-top">
            <div>
              <div class="node-name">${node.hostname}</div>
-              <div class="node-addr">${node.address} · ${node.nfs.filter(nf => nf.state === 'up').length} up${downCount ? `, ${downCount} down` : ''}</div>
+              <div class="node-addr">${node.address} · ${profileNfs.filter(nf => nf.state === 'up').length} up${downCount ? `, ${downCount} down` : ''}</div>
            </div>
            <div class="node-role ${node.current ? 'current' : ''}">${role}${node.current ? ' · local' : ''}</div>
            <div class="node-caret">▾</div>
@@ -519,7 +630,7 @@ function renderNodes(cluster) {
          </div>
          <div class="node-services"><b>Running:</b> ${serviceText}</div>
          <div class="node-profile"><b>Profile:</b> ${expected}</div>
-          <div class="node-nf-grid">${nfTiles || '<div class="node-empty">No node-scoped NF data</div>'}</div>
+          <div class="node-nf-grid">${nfTiles || '<div class="node-empty">No profile-scoped NF data</div>'}</div>
        </div>
      </div>
    `;
@@ -612,6 +723,17 @@ function escapeHtml(value) {

 async function refresh() { await Promise.all([loadNFs(), loadAlerts(), loadTraces()]); }

+function setTraceRefreshMode(mode) {
+  traceRefreshMode = mode;
+  if (tracePollHandle) {
+    clearInterval(tracePollHandle);
+    tracePollHandle = null;
+  }
+  if (mode === 'off') return;
+  const intervalMs = mode === 'immediate' ? 2000 : parseInt(mode, 10) * 1000;
+  tracePollHandle = setInterval(loadTraces, intervalMs);
+}
+
 // ── Chat ──────────────────────────────────────────────────────────────────
 async function send() {
  const inp = $('inp');
@@ -644,15 +766,15 @@ function ask(btn) { $('inp').value = btn.textContent; send(); }

 // ── Init ──────────────────────────────────────────────────────────────────
 (async () => {
-  addMsg('ai', md(
+  initialAiMessage = addMsg('ai', md(
    "Hello! I'm **P5G Marvis** — your AI assistant for HPE Private 5G.\n\n" +
    "I monitor your network functions in real time, surface active alerts, and answer " +
    "natural language questions about your network.\n\n" +
-    "_Loading network state…_"
+    "_Connecting to network state…_"
  ));
  await refresh();
-  setInterval(refresh, 30000);
-  tracePollHandle = setInterval(loadTraces, 5000);
+  setInterval(() => Promise.all([loadNFs(), loadAlerts()]), 30000);
+  setTraceRefreshMode($('traceRefreshMode').value);
 })();
 </script>
 </body>
--- a/config/marvis.env.example
+++ b/config/marvis.env.example
@@ -18,12 +18,16 @@ MARVIS_LOG_RECEIVER_HOST=
 MARVIS_LOG_RECEIVER_PORT=5514
 MARVIS_LOG_RECEIVER_FORMAT=json_lines
 MARVIS_LOG_BUFFER_LINES=1000
+MARVIS_LOG_PROCESS_BUFFER_LINES=500
+MARVIS_LOG_SUBSCRIBER_BUFFER_LINES=500
 MARVIS_LOG_TRACE_BUFFER_LINES=5000
 MARVIS_LOG_ALERT_CONTEXT_BEFORE=5
 MARVIS_LOG_ALERT_CONTEXT_AFTER=5
 MARVIS_LOG_ALERT_CONTEXT_DB_PATH=/app/data/marvis-alert-context.db
 MARVIS_LOG_ALERT_CONTEXT_DB_MAX_ROWS=500
 MARVIS_LOG_FLUENTBIT_MATCH=*
+MARVIS_LOG_TRACE_DEBUG_LEVEL=debug
+MARVIS_LOG_TRACE_TARGET_SERVICES=amf,smf,mme,upf,sgwc
 MARVIS_LOG_ALLOWED_NFS=AMF,SMF,UPF,UDM,UDR,NRF,AUSF,PCF,MME,SGWC,DRA,DSM,AAA,BMSC,CHF,SMSF,EIR

 # AI backend configuration.
--- a/config/p5g-marvis.service
+++ b/config/p5g-marvis.service
@@ -23,12 +23,16 @@ Environment=MARVIS_LOG_RECEIVER_HOST=
 Environment=MARVIS_LOG_RECEIVER_PORT=5514
 Environment=MARVIS_LOG_RECEIVER_FORMAT=json_lines
 Environment=MARVIS_LOG_BUFFER_LINES=1000
+Environment=MARVIS_LOG_PROCESS_BUFFER_LINES=500
+Environment=MARVIS_LOG_SUBSCRIBER_BUFFER_LINES=500
 Environment=MARVIS_LOG_TRACE_BUFFER_LINES=5000
 Environment=MARVIS_LOG_ALERT_CONTEXT_BEFORE=5
 Environment=MARVIS_LOG_ALERT_CONTEXT_AFTER=5
 Environment=MARVIS_LOG_ALERT_CONTEXT_DB_PATH=/app/data/marvis-alert-context.db
 Environment=MARVIS_LOG_ALERT_CONTEXT_DB_MAX_ROWS=500
 Environment=MARVIS_LOG_FLUENTBIT_MATCH=*
+Environment=MARVIS_LOG_TRACE_DEBUG_LEVEL=debug
+Environment=MARVIS_LOG_TRACE_TARGET_SERVICES=amf,smf,mme,upf,sgwc
 Environment=MARVIS_LOG_ALLOWED_NFS=AMF,SMF,UPF,UDM,UDR,NRF,AUSF,PCF,MME,SGWC,DRA,DSM,AAA,BMSC,CHF,SMSF,EIR
 Environment=MARVIS_AI_MODE=rule
 Environment=MARVIS_OPENAI_API_KEY=
@@ -58,12 +62,16 @@ ExecStart=/usr/bin/docker run \
  --env MARVIS_LOG_RECEIVER_PORT \
  --env MARVIS_LOG_RECEIVER_FORMAT \
  --env MARVIS_LOG_BUFFER_LINES \
+  --env MARVIS_LOG_PROCESS_BUFFER_LINES \
+  --env MARVIS_LOG_SUBSCRIBER_BUFFER_LINES \
  --env MARVIS_LOG_TRACE_BUFFER_LINES \
  --env MARVIS_LOG_ALERT_CONTEXT_BEFORE \
  --env MARVIS_LOG_ALERT_CONTEXT_AFTER \
  --env MARVIS_LOG_ALERT_CONTEXT_DB_PATH \
  --env MARVIS_LOG_ALERT_CONTEXT_DB_MAX_ROWS \
  --env MARVIS_LOG_FLUENTBIT_MATCH \
+  --env MARVIS_LOG_TRACE_DEBUG_LEVEL \
+  --env MARVIS_LOG_TRACE_TARGET_SERVICES \
  --env MARVIS_LOG_ALLOWED_NFS \
  --env MARVIS_AI_MODE \
  --env MARVIS_OPENAI_API_KEY \