Watching every metric, all the time,
and only paging you when it matters
Most alerting setups fail in one of two directions: too quiet, so a real problem goes unnoticed, or too loud, so the team starts ignoring everything. A monitoring and alerting agent watches your metrics, logs and uptime continuously, applies judgment about what is actually unusual versus normal daily noise, and sends the alert to the right channel and the right person, within a budget that keeps the team from tuning it out.
The role today
A team running real infrastructure accumulates alerts the way a house accumulates clutter: one for every metric someone once cared about, most of them firing on noise, a few of them firing on nothing at all because the underlying system changed and nobody updated the threshold. The result is an alert channel nobody trusts and nobody reads closely.
The second cost is alert fatigue becoming an actual safety problem: when the channel pages constantly for things that turn out fine, the team’s instinct is to mute it, which is exactly when the one alert that matters gets missed.
The third is that setting good thresholds takes ongoing attention nobody has time for. A threshold tuned for last quarter’s traffic is wrong for this quarter’s, and nobody revisits it until something breaks in a way the alert should have caught but did not.
What the agent takes over
The agent watches your metrics, logs and uptime continuously, and applies a tiered sense of severity: a real outage, a resource warning worth a daily digest, and background noise worth logging but not alerting on. It deduplicates, one root cause producing ten symptoms gets one alert with the ten symptoms attached, not ten separate pages. Alerts route to the channel and person that actually owns the issue, not a shared channel everyone has learned to skim past.
A daily digest covers everything, loud and quiet, so the team has context even on days nothing alerted, and thresholds get reviewed on a schedule rather than only after an incident proves one was wrong.
Typical scope: application and infrastructure metrics, error rates, uptime, log pattern anomalies. It watches and alerts; it does not take action on its own, that is a separate, more tightly scoped capability.
What stays with humans
Deciding what “normal” looks like for your systems initially is a joint step, built from your history, but your team’s judgment sets the first thresholds. Responding to an alert, and deciding whether a pattern is worth a permanent rule change, stays a human call.
Guards
Alerts are rate-limited so a single root cause cannot flood the channel. Severity tiers are explicit and reviewed on a schedule, not set once and forgotten. No automatic action is taken on any system based on an alert, this agent’s job stops at making sure the right person sees the right thing at the right time. Every alert is logged with the context that triggered it.
Price and timeline
| Option | Price | What it covers | Timeline |
|---|---|---|---|
| Agency runs it | from $1,800 + support plan | Agent built, tuned and supervised by us, monthly threshold review | 1 to 2 weeks |
| Full control, handover-ready | from $3,000 | Same agent on your own monitoring stack, documented thresholds, your team tunes it | 2 to 3 weeks |
Running cost is usually $10 to $50 a month in model usage, depending on alert volume.
Related
See the AI agents service page and automation-everything for the surrounding build. Within this group: incident responder agent is the natural next step once an alert fires, and security monitoring agent and cost and token monitoring agent apply the same pattern to different signals. For one-time project versions, see automate server health monitoring and automate uptime monitoring. Real monitoring discipline behind this page: the two-brand analytics hub case study and the ProBay AI agent team case study.
Alert channel everyone has learned to ignore? Get in touch and we will look at your last month of alerts first.
FAQ
How much does a monitoring and alerting agent cost?
From $1,800 to wire into one existing monitoring stack, live in 1 to 2 weeks. Multiple services or a more complex alert routing setup usually runs $2,800 to $4,000.
How long before it is sending real alerts?
1 to 2 weeks: wiring in takes a few days, then it runs silently alongside your current alerting for about a week so we can tune thresholds against real traffic before it goes live.
Which tools does it work with?
Your existing metrics and logging stack (Datadog, Grafana, CloudWatch or similar), uptime checks, and Telegram or Slack for alerts. It augments your stack rather than replacing it.
What if it misses something or cries wolf?
Thresholds are reviewed weekly for the first month and adjusted against what actually happened. A missed alert gets a new rule the same day; a false alarm gets its threshold loosened, the same discipline behind our own monitor catching 184 of 218 real events with zero false alarms.
Does it have access to act on our systems, not just watch them?
No, by default. This agent watches and alerts. Any automatic remediation is a separate, explicitly approved capability - see the incident responder agent if that is what you need alongside this.