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Technical Vocabularynoun · /ˈmɒn.ɪ.tər.ɪŋ/

monitoring

monitoring — The continuous observation and checking of a system, application, or process to ensure it is working properly and to detect any problems early.

In simple English

In tech companies, monitoring is one of the most essential practices for maintaining reliable systems. When engineers set up monitoring, they configure tools and alerts to track metrics like CPU usage, memory, response times, error rates, and user activity. This allows teams to identify issues before they become critical problems that affect users. Monitoring is used throughout the software lifecycle: during development for performance testing, in production to maintain system health, and during incident response to understand what went wrong. Modern monitoring often involves dashboards that display real-time data, alert systems that notify engineers when thresholds are exceeded, and logging systems that record detailed information about system behavior. Without proper monitoring, teams are essentially flying blind once their code is live.

Understand what monitoring means in software engineering and how to implement it in production systems.

At a glanceCEFR B2
Commonness5/5
Versatility5/5
FormalityCasualFormalNeutral
Spoken ↔ WrittenSpokenWrittenBoth
Directness ↔ DiplomaticDirectDiplomaticDirect
RegionUS and UK

Say it like this

  • We need to set up monitoring for this service
  • Can you check the monitoring dashboard?
  • This metric is under monitoring right now
  • We have alerts in place for critical monitoring thresholds

Use it at work

Setting up

  • We need monitoring on the new service before launch.
  • Let's add monitoring for queue length.

During an incident

  • Monitoring shows CPU at 100%.
  • Our monitoring didn't catch this.

Reviewing

  • Which dashboard do you use for monitoring?
  • Monitoring is part of the definition of done.

Don't say this

✕We monitoring the system yesterday.
✓We monitored the system yesterday.

Monitoring is a gerund noun here; use the past tense verb monitored when describing a completed action.

Don't mix it up

How monitoring differs from similar terms
TermWhat it isWho writes or uses itWhen
monitoringWatching system health over timeSRE, engineersAll the time
alertingTelling people when something is wrongOn-callWhen thresholds break
observabilityBeing able to understand why it's wrongEngineersDebugging

Practice

Try it

4 quick exercises

Pick the most natural phrasing

1. Your service is going live soon. What do you say to your team?

Complete the sentence

2. The _______ dashboard shows that CPU usage is at 85 percent.

Spot the mistake

3. Which sentence uses monitoring incorrectly?

Rewrite naturally

4. Rewrite this using monitoring: 'We need to watch the server and get alerts if something goes wrong.'

Say it out loud

Phrase 1 of 4

"We need to set up monitoring for this service"

We don't save your recording. The word check uses your browser's speech recognition.

More about monitoring

Real examples(4)

  • in a standup

    "We implemented monitoring for the payment API last week and caught three issues that would have affected customers."

  • in a code review

    "Make sure to add proper monitoring instrumentation before merging this feature to production."

  • in a team meeting

    "Our monitoring shows that database latency spiked at 2 AM, which correlates with the deployment we pushed."

  • in a Slack message

    "Heads up, monitoring is alerting on high error rates in the authentication service."

More mistakes(3)

Handle with care. Do not confuse with just checking something once. Monitoring implies continuous observation over time. Also avoid saying monitor as a gerund when you mean the act of supervising.

  • ✕We need more monitoring because we look at the logs once a week.
    ✓We need more monitoring because we only check logs once a week, and problems need continuous observation.

    Monitoring implies continuous, active observation. Checking once a week is not adequate monitoring.

  • ✕The monitoring system is not working good.
    ✓The monitoring system isn't working well.

    Use well, not good, with action verbs like working.

  • ✕We should monitoring the API endpoints.
    ✓We should monitor the API endpoints.

    Monitor is a verb here in base form; do not add -ing after should.

Other forms(3)

  • monitoring noun

    "Monitoring is critical for production systems."

  • monitor verb

    "We monitor application performance 24/7."

  • monitored verb_past

    "The team monitored the deployment and caught errors immediately."

Often used with(6)

  • set up monitoring · To configure monitoring systems and tools for a service or application.
  • monitoring dashboard · A visual interface displaying real-time metrics and system health data.
  • monitoring alerts · Automated notifications that trigger when metrics exceed defined thresholds.
  • continuous monitoring · Always-on observation of systems without gaps in observation time.
  • monitoring tools · Software and services used to collect, store, and display monitoring data (e.g., Prometheus, New Relic, Datadog).
  • monitoring metrics · Specific measurements tracked over time, such as response time or error rate.

Similar words(3)

  • observation · More general term; monitoring is continuous systematic observation in tech contexts.
  • tracking · Similar but tracking often focuses on changes over time; monitoring includes real-time alerting.
  • supervision · Broader term implying oversight; monitoring is more specific to measuring system metrics.

Opposites(3)

  • ignoring
  • neglecting
  • blindness

Questions(5)

What does monitoring mean in software engineering?
Monitoring is the continuous, systematic observation of an application, service, or infrastructure to track its health and performance. Engineers use monitoring to collect data on metrics like response time, error rates, and resource usage, then use that data to detect problems early, troubleshoot issues, and make informed decisions about scaling and optimization.
How do you use monitoring in a sentence at work?
You can say: We set up monitoring for the database, We need to improve our monitoring coverage, The monitoring alerts woke us up at 2 AM, Monitoring showed the issue started after the deployment, or Can you check what the monitoring dashboard says?
Is monitoring formal or informal?
Monitoring is neutral in formality. It is used equally in casual team conversations (Let us check the monitoring), formal documentation (Monitoring is a critical component of our SLA), and presentations. The word itself is neither particularly formal nor casual.
What is the difference between monitoring and logging?
Monitoring tracks high-level metrics and system health in real time, showing you the what and when (e.g., error rate is 5 percent). Logging records detailed events and messages that help you understand the why (e.g., database connection timeout at 14:32:15). Both are essential but serve different purposes.
Why is monitoring important in production?
Monitoring is crucial in production because it gives you visibility into how your systems are actually behaving with real users and real data. Without monitoring, you will not know about problems until users report them, leading to longer downtime and worse customer experience. Good monitoring lets you catch and fix issues minutes or hours before users are affected.
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