The AssistantS API Power-User Guide End-To-End Monitoring And Response

This power-user walkthrough shows how to drive end-to-end monitoring and response with the Quantum Network Monitor Assistant using advanced API patterns, tips, and edge cases. We’ll simulate a realistic conversation, highlight each function’s role, and show how to interpret results so you can reproduce the flow yourself. If you want to try these moves live, open the Quantum Network Monitor Assistant in a new tab.

Scenario An SRE wants continuous coverage for api.acme.io (public API) and www.acme.io (marketing site), plus periodic deep scans, quantum safety checks, and fast incident triage.

Step 0 — Establish context and capabilities User: “Can you set up end-to-end monitoring for api.acme.io and www.acme.io? I want uptime, cert, vuln, and PQC checks, with alerts to [email protected].”

Assistant: “I’ll check your login state and available agents, then create monitors. If you’re not logged in, I’ll attach your email to the monitors so you still get alerts.”

We use get_user_info to see if we must request an email and to confirm alert eligibility.

Function call

{
  "name": "functions.get_user_info",
  "arguments": {
    "detail_response": true
  }
}

Interpreting the response

• If logged_in=false, we’ll include email:"[email protected]" on add_host calls so alerts work.
• If logged_in=true and email_verified=true, we omit email on add_host (your account email is used).
• We also check host_limit and tokens to plan batching.

Next, list available agents to choose scan vantage points (external vs. on-prem).

Function call

{
  "name": "functions.get_agents",
  "arguments": { "detail_response": false }
}

Interpreting the response

• External: e.g., "Scanner - EU", "Scanner - US"
• Local: any agent name that includes your email or org tag, e.g., "Acme-SFO-LAN"
• We’ll pick "Scanner - EU" for public checks and "Acme-SFO-LAN" for internal path diagnostics.

Step 1 — Create a monitoring baseline (parallelized adds) We’ll stand up a baseline suite quickly. add_host creates scheduled monitors.

We’ll add:

• HTTPS for api.acme.io:443 (TLS/uptime)
• Site content integrity for www.acme.io via sitehash
• DNS consistency for acme.io
• nmapvuln against api.acme.io:443 (periodic vulnerability sweep)
• quantumcert against api.acme.io:443 (post-quantum cert and config)
• dailycrawl for www.acme.io (light, once-daily)
• rawconnect to api.acme.io:443 (socket-level liveness for flapping diagnostics)

Pro tip

• Omit port when the endpoint has a sensible default (https=443, http=80). Include it only if you need a custom port.
• args lets you pass tool-style flags to command endpoints like nmap/nmapvuln.

Assistant: “I’ll create these monitors in parallel to save time.”

Function call (parallel creation)

{
  "name": "multi_tool_use.parallel",
  "arguments": {
    "tool_uses": [
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "api.acme.io",
          "endpoint": "https",
          "timeout": 7000,
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "www.acme.io",
          "endpoint": "sitehash",
          "timeout": 8000,
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "acme.io",
          "endpoint": "dns",
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "api.acme.io",
          "endpoint": "nmapvuln",
          "args": "-sV -Pn -p 443 --script vuln",
          "timeout": 59000,
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "api.acme.io",
          "endpoint": "quantumcert",
          "port": 443,
          "timeout": 10000,
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "www.acme.io",
          "endpoint": "dailycrawl",
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      },
      {
        "recipient_name": "functions.add_host",
        "parameters": {
          "address": "api.acme.io",
          "endpoint": "rawconnect",
          "port": 443,
          "timeout": 4000,
          "agent_location": "Scanner - EU",
          "email": "[email protected]"
        }
      }
    ]
  }
}

Interpreting the response

• You’ll receive host IDs for each monitor and (if not logged in) an auth_key used for future edits/deletes.
• The first runs kick off soon after creation. nmapvuln may take the longest.

Tip: If you need one-off, on-demand deep checks (e.g., OpenSSL/Nmap ad hoc), use call_security_expert instead of add_host. Scheduled monitors belong in add_host; ad hoc belongs in the expert call.

Step 2 — Pull first results and sanity-check User: “Show me the first readouts for our Acme monitors.”

We fetch latest dataset per host. get_host_data returns status, RTTs, last check times, error messages, etc.

Function call

{
  "name": "functions.get_host_data",
  "arguments": {
    "detail_response": true,
    "dataset_id": 0,
    "address": "acme.io"
  }
}

Interpreting the response (example outcomes you might see)

• https api.acme.io: Up; TLS valid; cert expires in 23 days; handshake RTT 320ms
• sitehash www.acme.io: Baseline recorded; future diffs will trigger alerts
• dns acme.io: Resolves consistently to expected IPs
• nmapvuln api.acme.io: Running; next status ETA T+2 minutes
• quantumcert api.acme.io: No post-quantum (KEM) support detected; signature is classical ECDSA P-256
• dailycrawl scheduled for off-peak
• rawconnect 443: Intermittent connect spikes; useful canary for network flaps

Step 3 — Tune monitors in place (edit_host) User: “Bump the TLS timeout for api.acme.io and move that check to the US scanner. Also switch www.acme.io to full HTTPS monitoring.”

We use edit_host to adjust fields in place. If you’re not logged in, include the auth_key you got when adding.

Function call (increase timeout and change agent)

{
  "name": "functions.edit_host",
  "arguments": {
    "address": "api.acme.io",
    "endpoint": "https",
    "timeout": 10000,
    "agent_location": "Scanner - US",
    "auth_key": "YOUR_AUTH_KEY_FROM_ADD_HOST"
  }
}

Function call (switch www from sitehash-only to full HTTPS uptime)

{
  "name": "functions.edit_host",
  "arguments": {
    "address": "www.acme.io",
    "endpoint": "https",
    "port": 443,
    "auth_key": "YOUR_AUTH_KEY_FROM_ADD_HOST"
  }
}

Interpreting the response

• You’ll see updated config reflected on the next run. The agent change takes effect immediately for new checks.
• For www.acme.io, you can keep sitehash alongside https if you want both integrity and uptime; otherwise delete one.

Step 4 — Manage long-running jobs and cancellations User: “If nmapvuln takes too long, can we watch its progress or abort?”

Yes. Use function_status_with_message_id to poll a prior request’s status. If it’s blocking your budget, cancel it.

Function call (polling a request you initiated earlier)

{
  "name": "functions.function_status_with_message_id",
  "arguments": {
    "message_id": "acme-nmapvuln-batch-001",
    "auto_check_interval_seconds": 0
  }
}

Function call (cancel)

{
  "name": "functions.cancel_functions",
  "arguments": {
    "message_id": "acme-nmapvuln-batch-001"
  }
}

Interpreting the response

• Status returns queued/running/completed per subtask. Cancel attempts to halt any still-running parts; completed work remains recorded.

Step 5 — Historical SLO dig and pagination User: “Give me the last 7 days for api.acme.io TLS checks to calculate availability.”

We query by date range. Leave dataset_id unset when using date_start/date_end.

Function call

{
  "name": "functions.get_host_data",
  "arguments": {
    "detail_response": true,
    "address": "api.acme.io",
    "endpoint": "https",
    "date_start": "2026-04-15T00:00:00",
    "date_end":   "2026-04-22T00:00:00",
    "page_number": 1,
    "page_size": 200
  }
}

Interpreting the response

• Roll uptime by counting successful checks/total. If results exceed page_size, increment page_number to paginate.

To spot-check what’s currently configured across a slice of the estate:

Function call

{
  "name": "functions.get_host_list",
  "arguments": {
    "detail_response": true,
    "endpoint": "https",
    "agent_location": "Scanner - US",
    "page_number": 1,
    "page_size": 50
  }
}

Step 6 — Alerts hygiene (monitor vs. predict) User: “Our alert inbox is noisy after a mitigation. Clear current alerts, but keep anomaly models.”

Function call (reset monitoring alerts only)

{
  "name": "functions.reset_alerts",
  "arguments": {
    "alert_type": "monitor",
    "address": "api.acme.io",
    "endpoint": "https",
    "auth_key": "YOUR_AUTH_KEY_FROM_ADD_HOST"
  }
}

User: “Now also clear predictive alerts; we retrained baselines.”

Function call (reset predictive alerts)

{
  "name": "functions.reset_alerts",
  "arguments": {
    "alert_type": "predict",
    "address": "api.acme.io",
    "endpoint": "https",
    "auth_key": "YOUR_AUTH_KEY_FROM_ADD_HOST"
  }
}

Interpreting the response

• monitor clears active incident flags. predict reset clears learned anomaly markers so the next runs rebuild recent patterns.

Step 7 — Quantum safety: scheduled and expert-led User: “Schedule a periodic TLS KEM/cert posture monitor, and also run a one-time deep quantum readiness assessment.”

Scheduled monitor (add_host "quantum" complements "quantumcert")

{
  "name": "functions.add_host",
  "arguments": {
    "address": "api.acme.io",
    "endpoint": "quantum",
    "port": 443,
    "timeout": 12000,
    "agent_location": "Scanner - EU",
    "email": "[email protected]"
  }
}

One-time deep dive (quantum expert)

{
  "name": "functions.call_quantum_expert",
  "arguments": {
    "message": "Test api.acme.io for TLS KEM support, PQC readiness, and post-quantum certificate usage. Provide remediation guidance and note any legacy-only cipher dependencies. I am authorized to perform this action.",
    "agent_location": "Scanner - EU"
  }
}

Interpreting the response

• quantumcert/quantum scheduled checks give drift and expiry insights over time.
• The expert’s one-time report often includes which KEMs (e.g., X25519Kyber768) are supported/missing and actionable server config steps.

Step 8 — Ad hoc deep security checks (OpenSSL/Nmap) User: “Run an immediate SSL/TLS config check on api.acme.io:443.”

Function call

{
  "name": "functions.call_security_expert",
  "arguments": {
    "message": "Perform an OpenSSL-based SSL/TLS configuration assessment on api.acme.io:443. Include protocol/cipher support and misconfiguration risks. I am authorized to perform this action.",
    "agent_location": "Scanner - US"
  }
}

Interpreting the response

• Expect protocol/cipher matrix, weak ciphers if any, and remediation advice. For scheduled repeats, prefer add_host endpoints.

Step 9 — Local path triage with BusyBox (on-prem agent) User: “We saw transient 443 connect spikes. Trace from the branch LAN toward api.acme.io.”

Note: Only run BusyBox against trusted targets.

Function call

{
  "name": "functions.run_busybox_command",
  "arguments": {
    "command": "traceroute api.acme.io",
    "agent_location": "Acme-SFO-LAN",
    "number_lines": 120
  }
}

Interpreting the response

• Use hop timings/packet loss to locate regional congestion vs. edge/load balancer issues. Combine with rawconnect flaps to correlate.

Step 10 — Clean up monitors you no longer need User: “Remove the dailycrawl on www.acme.io; we’re standardizing on sitehash + https.”

Function call

{
  "name": "functions.edit_host",
  "arguments": {
    "address": "www.acme.io",
    "endpoint": "dailycrawl",
    "hidden": true,
    "auth_key": "YOUR_AUTH_KEY_FROM_ADD_HOST"
  }
}

Interpreting the response

• The host is soft-deleted (hidden=true) and will stop running.

Advanced tips and edge cases roundup

• Authentication vs. email: If not logged in, always include email on add_host so you still get alerts. Store the returned auth_key for any future edit_host or reset_alerts.
• Timeouts: Default is 59000ms for some endpoints; tighten for responsiveness (e.g., rawconnect 3–5s), lengthen for heavy endpoints (nmapvuln/quantum).
• Args: Use args to precision-tune scanners (e.g., nmapvuln “--script vuln -p 443 -sV -Pn”). Keep flags minimal; long commands increase runtime and token costs.
• Agent selection: External vantage (“Scanner - EU/US”) approximates real-user internet paths; local agents validate corporate WAN/LAN behavior. Consider dual coverage for incident isolation.
• Pagination: For large histories, iterate page_number; avoid fetching everything in one go.
• Predictive alerts: Reset only when you’ve changed infra or tuned thresholds; this preserves learned seasonality otherwise.
• Parallelization: Batch add_host operations with the parallel tool wrapper to reduce end-to-end setup time.
• Deleting vs. disabling: hidden=true removes the monitor; enabled=false pauses but preserves its config.
• Quantum checks: Combine quantumcert (cert/config drift watch) with quantum (KEM handshake probing) and the expert call for architecture guidance.
• Security scans: Prefer add_host nmap/nmapvuln for scheduled sweeps; call_security_expert for instant deep dives.
• BusyBox safety: Only run against trusted targets and networks. Use it for quick path/latency triage.

Closing You’ve seen how to assemble a robust, end-to-end monitoring and response workflow with the Assistant’s API: rapidly create monitors in parallel, tune them in place, run deep one-off assessments, diagnose local paths, and maintain clean alert hygiene. To experiment with these patterns on your own stack, open the Quantum Network Monitor Assistant and start building your power-user toolkit today.