The only agent that thinks for itself

Autonomous Monitoring with self-learning AI built-in, operating independently across your entire stack.

Unlimited Metrics & Logs
Machine learning & MCP
5% CPU, 150MB RAM
3GB disk, >1 year retention
800+ integrations, zero config
Dashboards, alerts out of the box
> Discover Netdata Agents

Centralized metrics streaming and storage

Aggregate metrics from multiple agents into centralized Parent nodes for unified monitoring across your infrastructure.

Stream from unlimited agents
Long-term data retention
High availability clustering
Data replication & backup
Scalable architecture
Enterprise-grade security
> Learn about Parents

Fully managed cloud platform

Access your monitoring data from anywhere with our SaaS platform. No infrastructure to manage, automatic updates, and global availability.

Zero infrastructure management
99.9% uptime SLA
Global data centers
Automatic updates & patches
Enterprise SSO & RBAC
SOC2 & ISO certified
> Explore Netdata Cloud

Deploy Netdata Cloud in your infrastructure

Run the full Netdata Cloud platform on-premises for complete data sovereignty and compliance with your security policies.

Complete data sovereignty
Air-gapped deployment
Custom compliance controls
Private network integration
Dedicated support team
Kubernetes & Docker support
> Learn about Cloud On-Premises

Powerful, intuitive monitoring interface

Modern, responsive UI built for real-time troubleshooting with customizable dashboards and advanced visualization capabilities.

Real-time chart updates
Customizable dashboards
Dark & light themes
Advanced filtering & search
Responsive on all devices
Collaboration features
> Explore Netdata UI

Monitor on the go

Native iOS and Android apps bring full monitoring capabilities to your mobile device with real-time alerts and notifications.

iOS & Android apps
Push notifications
Touch-optimized interface
Offline data access
Biometric authentication
Widget support
> Download apps

The future of infrastructure observability

See our strategic direction across AI-native observability, full-stack signals, operational intelligence, and enterprise platform maturity.

AI-native observability
Full-stack signal coverage
Operational intelligence
Enterprise platform maturity
Agent releases every 6 weeks
Cloud continuous delivery
> Explore Product Roadmap

Best energy efficiency

True real-time per-second

100% automated zero config

Centralized observability

Multi-year retention

High availability built-in

Zero maintenance

Always up-to-date

Enterprise security

Complete data control

Air-gap ready

Compliance certified

Millisecond responsiveness

Infinite zoom & pan

Works on any device

Native performance

Instant alerts

Monitor anywhere

AI-native observability

Continuous delivery

Open source foundation

80% Faster Incident Resolution

AI-powered troubleshooting from detection, to root cause and blast radius identification, to reporting.

True Real-Time and Simple, even at Scale

Linearly and infinitely scalable full-stack observability, that can be deployed even mid-crisis.

90% Cost Reduction, Full Fidelity

Instead of centralizing the data, Netdata distributes the code, eliminating pipelines and complexity.

See and Map Your Entire Network

Live topology, flow analytics, and SNMP device and trap monitoring — unified with your full-stack observability.

Control Without Surrender

SOC 2 Type 2 certified with every metric kept on your infrastructure.

Integrations

800+ collectors and notification channels, auto-discovered and ready out of the box.

800+ data collectors
Auto-discovery & zero config
Cloud, infra, app protocols
Notifications out of the box
> Explore integrations
Real Results
46% Cost Reduction

Reduced monitoring costs by 46% while cutting staff overhead by 67%.

— Leonardo Antunez, Codyas

Zero Pipeline

No data shipping. No central storage costs. Query at the edge.

From Our Users
"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

No Query Language

Point-and-click troubleshooting. No PromQL, no LogQL, no learning curve.

Enterprise Ready
67% Less Staff, 46% Cost Cut

Enterprise efficiency without enterprise complexity—real ROI from day one.

— Leonardo Antunez, Codyas

SOC 2 Type 2 Certified

Zero data egress. Only metadata reaches the cloud. Your metrics stay on your infrastructure.

Full Coverage
800+ Collectors

Auto-discovered and configured. No manual setup required.

Any Notification Channel

Slack, PagerDuty, Teams, email, webhooks—all built-in.

Built for the People Who Get Paged

Because 3am alerts deserve instant answers, not hour-long hunts.

Every Industry Has Rules. We Master Them.

See how healthcare, finance, and government teams cut monitoring costs 90% while staying audit-ready.

Monitor Any Technology. Configure Nothing.

Install the agent. It already knows your stack.
From Our Users
"A Rare Unicorn"

Netdata gives more than you invest in it. A rare unicorn that obeys the Pareto rule.

— Eduard Porquet Mateu, TMB Barcelona

99% Downtime Reduction

Reduced website downtime by 99% and cloud bill by 30% using Netdata alerts.

— Falkland Islands Government

Real Savings
30% Cloud Cost Reduction

Optimized resource allocation based on Netdata alerts cut cloud spending by 30%.

— Falkland Islands Government

46% Cost Cut

Reduced monitoring staff by 67% while cutting operational costs by 46%.

— Codyas

Real Coverage
"Plugin for Everything"

Netdata has agent capacity or a plugin for everything, including Windows and Kubernetes.

— Eduard Porquet Mateu, TMB Barcelona

"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

Real Speed
Troubleshooting in 30 Seconds

From 2-3 minutes to 30 seconds—instant visibility into any node issue.

— Matthew Artist, Nodecraft

20% Downtime Reduction

20% less downtime and 40% budget optimization from out-of-the-box monitoring.

— Simon Beginn, LANCOM Systems

Pay per Node. Unlimited Everything Else.

One price per node. Unlimited metrics, logs, users, and retention. No per-GB surprises.

Free tier—forever
No metric limits or caps
Retention you control
Cancel anytime
> See pricing plans

What's Your Monitoring Really Costing You?

Most teams overpay by 40-60%. Let's find out why.

Expose hidden metric charges
Calculate tool consolidation
Customers report 30-67% savings
Results in under 60 seconds
> See what you're really paying

Your Infrastructure Is Unique. Let's Talk.

Because monitoring 10 nodes is different from monitoring 10,000.

On-prem & air-gapped deployment
Volume pricing & agreements
Architecture review for your scale
Compliance & security support
> Start a conversation

Monitoring That Sells Itself

Deploy in minutes. Impress clients in hours. Earn recurring revenue for years.

30-second live demos close deals
Zero config = zero support burden
Competitive margins & deal protection
Response in 48 hours
> Apply to partner

Per-Second Metrics at Homelab Prices

Same engine, same dashboards, same ML. Just priced for tinkerers.

Community: Free forever · 5 nodes · non-commercial
Homelab: $90/yr · unlimited nodes · fair usage
> Get the Homelab Plan

$1,000 Per Referral. Unlimited Referrals.

Your colleagues get 10% off. You get 10% commission. Everyone wins.

10% of subscriptions, up to $1,000 each
Track earnings inside Netdata Cloud
PayPal/Venmo payouts in 3-4 weeks
No caps, no complexity
> Get your referral link
Cost Proof
40% Budget Optimization

"Netdata's significant positive impact" — LANCOM Systems

Calculate Your Savings

Compare vs Datadog, Grafana, Dynatrace

Savings Proof
46% Cost Reduction

"Cut costs by 46%, staff by 67%" — Codyas

30% Cloud Bill Savings

"Reduced cloud bill by 30%" — Falkland Islands Gov

Enterprise Proof
"Better Than Combined Alternatives"

"Better observability with Netdata than combining other tools." — TMB Barcelona

Real Engineers, <24h Response

DPA, SLAs, on-prem, volume pricing

Why Partners Win
Demo Live Infrastructure

One command, 30 seconds, real data—no sandbox needed

Zero Tickets, High Margins

Auto-config + per-node pricing = predictable profit

Homelab Ready
Free Video Course

8-episode Netdata tutorial by LearnLinux.tv

76k+ GitHub Stars

3rd most starred monitoring project

Worth Recommending
Product That Delivers

Customers report 40-67% cost cuts, 99% downtime reduction

Zero Risk to Your Rep

Free tier lets them try before they buy

AI Support Assistant, Available 24/7

Nedi has access to all official documentation, source code, and resources. Ask any question about Netdata—responds in your language.

Deployment & configuration
Troubleshooting & sizing
Alerts & notifications
Evidence-based answers
> Ask Nedi now

Never Fight Fires Alone

Docs, community, and expert help—pick your path to resolution.

Learn.netdata.cloud docs
Discord, Forums, GitHub
Premium support available
> Get answers now

60 Seconds to First Dashboard

One command to install. Zero config. 850+ integrations documented.

Linux, Windows, K8s, Docker
Auto-discovers your stack
> Read our documentation

76,000+ Engineers Strong

615+ contributors. 1.5M daily downloads. One mission: simplify observability.

Per-Second. 90% Cheaper. Data Stays Home.

Side-by-side comparisons: costs, real-time granularity, and data sovereignty for every major tool.

See why teams switch from Datadog, Prometheus, Grafana, and more.

> Browse all comparisons
Edge-Native Observability, Born Open Source
Per-second visibility, ML on every metric, and data that never leaves your infrastructure.
Founded in 2016
615+ contributors worldwide
Remote-first, engineering-driven
Open source first
> Read our story
Promises We Publish—and Prove
12 principles backed by open code, independent validation, and measurable outcomes.
Open source, peer-reviewed
Zero config, instant value
Data sovereignty by design
Aligned pricing, no surprises
> See all 12 principles
Edge-Native, AI-Ready, 100% Open
76k+ stars. Full ML, AI, and automation—GPLv3+, not premium add-ons.
76,000+ GitHub stars
GPLv3+ licensed forever
ML on every metric, included
Zero vendor lock-in
> Explore our open source
Build Real-Time Observability for the World
Remote-first team shipping per-second monitoring with ML on every metric.
Remote-first, fully distributed
Open source (76k+ stars)
Challenging technical problems
Your code on millions of systems
> See open roles
Meet the Team Behind Netdata
Conferences, meetups, and tradeshows where you can see Netdata in action and talk to the engineers who build it.
Live demos and deep dives
Book 1-on-1 meetings
Talks and panel sessions
Event recaps and photos
> See all events
Talk to a Netdata Human in <24 Hours
Sales, partnerships, press, or professional services—real engineers, fast answers.
Discuss your observability needs
Pricing and volume discounts
Partnership opportunities
Media and press inquiries
> Book a conversation
Your Data. Your Rules.
On-prem data, cloud control plane, transparent terms.
Trust & Scale
76,000+ GitHub Stars

One of the most popular open-source monitoring projects

SOC 2 Type 2 Certified

Enterprise-grade security and compliance

Data Sovereignty

Your metrics stay on your infrastructure

Validated
University of Amsterdam

"Most energy-efficient monitoring solution" — ICSOC 2023, peer-reviewed

ADASTEC (Autonomous Driving)

"Doesn't miss alerts—mission-critical trust for safety software"

Community Stats
615+ Contributors

Global community improving monitoring for everyone

1.5M+ Downloads/Day

Trusted by teams worldwide

GPLv3+ Licensed

Free forever, fully open source agent

Why Join?
Remote-First

Work from anywhere, async-friendly culture

Impact at Scale

Your work helps millions of systems

$ guides / tomcat / tomcat-severe-error-deploying-web-application ▌

Operations Guides

Tomcat SEVERE Error deploying web application: reading startup failures in catalina.out

The line you searched for looks something like this in catalina.out:

SEVERE [...] org.apache.catalina.startup.HostConfig.deployWAR Error deploying web application [...]
java.lang.IllegalStateException: ContainerBase.addChild: start: org.apache.catalina.LifecycleException: Failed to start component [StandardEngine[Catalina].StandardHost[localhost].StandardContext[/yourapp]]

That stack is a wrapper. The class that actually failed, the missing dependency, the listener that threw, or the NoSuchMethodError from a library clash is not in catalina.out. It is in localhost.YYYY-MM-DD.log in the same $CATALINA_BASE/logs directory. The Tomcat default logging.properties routes org.apache.catalina.core.ContainerBase.[Catalina].[localhost] to the 2localhost.org.apache.juli.AsyncFileHandler, which writes that file. The SEVERE line in catalina.out only tells you the deploy failed and that the context is now a FailedContext placeholder rather than a StandardContext.

The fix sequence is backwards from what most operators try first. Do not stare at catalina.out. Do not restart Tomcat yet. Confirm the context is FAILED via the Manager, open localhost.<date>.log, and read the full Caused by: chain.

What this means

When HostConfig.deployWAR() (or deployDirectory()) catches a LifecycleException from context start, it logs the SEVERE wrapper and substitutes a FailedContext for the application. The FailedContext keeps the path visible in the Manager so you can see it failed, but the application is not loaded. getStartTime() returns -1. Requests to that context path return 404 (the request never reaches a servlet), not 500. If this is the only application on the instance, the JVM is up, the connector is bound, and health checks that only test the port will pass while users see 404s.

The diagnostic structure looks like this:

flowchart TD
    A[WAR lands in webapps/] --> B[HostConfig.deployWAR]
    B --> C[Context init:
listeners, filters, servlets] C -->|listener or filter throws| D[LifecycleException:
Failed to start component] D --> E[catalina.out:
SEVERE wrapper only] D --> F[localhost.date.log:
full Caused-by chain] E --> G[FailedContext placeholder
state = FAILED] F --> H[Real root cause] G --> I[Manager:
FAIL - context failed to start]

Two practical consequences: the Manager responds with FAIL - Deployed application at context path [/yourapp] but context failed to start when you deploy via the text API, and Tomcat does not auto-retry. The context stays in FAILED until you redeploy or restart, and a restart hits the same exception unless the underlying cause (missing env var, unreachable database, wrong library version) is fixed.

Common causes

CauseWhat it looks likeFirst thing to check
javax.* vs jakarta.* namespace mismatchNoClassDefFoundError: javax/servlet/ServletRequestListener (or similar javax.servlet.* class) on Tomcat 10 or 11Confirm the WAR was built for the right Tomcat major version; Tomcat 9 is javax.*, Tomcat 10+ is jakarta.*
Listener or filter startup failureSEVERE: One or more listeners failed to start above the full stack in localhost.<date>.logRead the contextInitialized() stack immediately above that line; usually missing env var, missing config file, or DB unreachable at boot
Library version conflictjava.lang.NoSuchMethodError or ClassNotFoundException in a framework class (Log4j, Spring, Jackson)unzip -l yourapp.war | grep -i <lib> and compare with other libs shipping the same artifact
Permission denied on WAR extractionIllegalStateException: ContainerBase.addChild: start: ... LifecycleException wrapping java.io.FileNotFoundException: ... (Permission denied)ls -ld $CATALINA_BASE/webapps/yourapp* and confirm the Tomcat user owns the exploded dir
DirResourceSet canonical cache check (CVE-2024-56337)IllegalStateException: Unable to disable the global canonical file name cache or confirm that it is disabled from DirResourceSet.initInternal() on Tomcat 10.1.35+Check JAVA_OPTS for -Dsun.io.useCanonCaches=false
deployXML=false blocking context.xmlSEVERE line mentions “processing of deployment descriptors is prevented by the deployXML setting”grep deployXML $CATALINA_BASE/conf/server.xml on the Host element

Quick checks

These are all read-only. None of them touch the running Tomcat.

# Confirm the context state via the Manager text API (Standalone Tomcat only)
curl -s -u $MANAGER_USER:$MANAGER_PASS \
  'http://localhost:8080/manager/text/list' | grep -i yourapp
# Expect: /yourapp:stopped:0 or similar non-running state (manager text/list reports only running|stopped)

# Pull the SEVERE wrapper context out of catalina.out
grep -n -B1 -A20 'HostConfig.deployWAR Error deploying' \
  $CATALINA_BASE/logs/catalina.out | head -60

# Find the real exception in today's localhost log
ls -la $CATALINA_BASE/logs/localhost.*.log
grep -n -A40 'One or more listeners failed to start\|Failed to start component\|NoSuchMethodError\|NoClassDefFoundError' \
  $CATALINA_BASE/logs/localhost.$(date +%Y-%m-%d).log | head -120

# Check WAR / exploded dir ownership against the Tomcat process user
ps -o user= -p $(pgrep -f 'catalina.startup.Bootstrap' | head -1)
ls -ld $CATALINA_BASE/webapps/yourapp $CATALINA_BASE/webapps/yourapp.war

# Confirm Tomcat major version (javax vs jakarta boundary)
$CATALINA_HOME/bin/version.sh | grep -i 'Server version'

# Check the host-level deployXML setting
grep -n 'Host ' $CATALINA_BASE/conf/server.xml | head
grep -n 'deployXML' $CATALINA_BASE/conf/server.xml $CATALINA_BASE/conf/context.xml

# Check whether the canonical cache workaround is set
grep -i 'useCanonCaches' $CATALINA_BASE/bin/setenv.sh $CATALINA_HOME/bin/catalina.sh 2>/dev/null

# Spot 404s landing on the failed context in the access log
grep ' /yourapp' $CATALINA_BASE/logs/localhost_access_log.$(date +%Y-%m-%d).txt | \
  awk '{print $9}' | sort | uniq -c

Embedded Tomcat (Spring Boot, etc.) does not have the Manager app and does not split logs the same way. The same LifecycleException appears in the application’s own logback or log4j output, usually with the full Caused by: chain inline. Look for Failed to start component and read down from there.

How to diagnose it

  1. Confirm the context is actually FAILED. Use the Manager text API list command, or query the JMX bean Catalina:type=Context,host=localhost,context=/yourapp for state. The only healthy state is STARTED. Anything else means the application is not serving.
  2. Stop reading catalina.out for the root cause. The wrapper tells you what failed at the container level, not why. Note the timestamp on the SEVERE line, then jump to localhost.<date>.log for the same time window.
  3. Read the full Caused by: chain in localhost.<date>.log. The first exception is usually org.apache.catalina.core.StandardContext.startInternal failing because a listener failed. The interesting frame is two or three Caused by: levels down, where the application code, a framework initializer, or a classloader throws.
  4. Classify the leaf exception. Map it to one of the cause classes in the table above:
    • NoClassDefFoundError: javax/servlet/... - namespace mismatch between the WAR and the Tomcat major version.
    • NoSuchMethodError in a known library - duplicate versions on the classpath.
    • SQLException, ConnectException, UnknownHostException - the application tried to reach a dependency at boot and failed.
    • IllegalArgumentException on a missing property or env var - the listener requires configuration that was not injected.
    • IllegalStateException: Unable to disable the global canonical file name cache - the Tomcat 10.1.35+ CVE-2024-56337 mitigation triggered.
  5. Correlate with the deploy event. If you have CI/CD timestamps, compare the failing deploy with the last known-good deploy. Diff the WAR contents (unzip -l old.war > /tmp/old; unzip -l new.war > /tmp/new; diff /tmp/old /tmp/new). Most deployment-only failures come down to one changed library or one missing env var.

Metrics and signals to monitor

SignalWhy it mattersWarning sign
Context state (JMX Catalina:type=Context,...)Binary health check per application; only STARTED is healthyAnything other than STARTED after a deploy, especially FAILED
Manager text API response on deployThe Manager explicitly tells you when a context landed in FAILEDFAIL - ... context failed to start
404 rate on the application’s routesA FailedContext serves 404 on every route; this is often the first user-visible symptomSudden 404 spike confined to one context path, with no corresponding traffic drop
SEVERE line count in catalina.outCoarse deploy-failure detector; pair with deploy timestampsSEVERE [localhost-startStop-N] org.apache.catalina.startup.HostConfig line at deploy time
Heap and Metaspace right after deployA failing init can leave large half-built object graphs behindBaseline shift immediately after the failed deploy
Deploy timestamp vs error spikeDistinguishes deploy-induced failures from runtime failuresError rate or 404 rate step change within seconds of a deploy

Fixes

javax to jakarta namespace mismatch

The most common deployment failure on Tomcat 10 and 11. A WAR built against the Java EE 8 javax.servlet:* APIs cannot load on Tomcat 10+ because those classes do not exist; the runtime is jakarta.servlet:*. The failure shows up as NoClassDefFoundError: javax/servlet/ServletRequestListener or any other javax/servlet/* class.

Fix options, in order of preference:

  • Rebuild the WAR against jakarta.servlet:jakarta.servlet-api (5.0 for Tomcat 10, 6.0 for Tomcat 11) and republish. This is the only correct fix.
  • Run the Tomcat Migration Tool for Jakarta EE on the existing WAR. It rewrites bytecode and descriptors from javax.* to jakarta.*. Test thoroughly; the tool handles the API rename but cannot fix code that depends on third-party libraries still on javax.*.
  • Stay on Tomcat 9 if you cannot migrate. Note that end of support for Tomcat 9.0.x is expected no earlier than 31 March 2027.

Listener or filter startup failure

SEVERE: One or more listeners failed to start. Full details will be found in the container log. is the wrapper. The actual stack from ServletContextListener.contextInitialized() is in localhost.<date>.log, immediately above that line. Fix the underlying condition: inject the missing env var, restore the missing config file, or make the database reachable at boot. If the listener cannot tolerate a transiently unavailable dependency, wrap the init in a retry or fail fast with a clear message rather than letting Tomcat wrap a generic LifecycleException.

Library version conflict (NoSuchMethodError)

Two versions of the same artifact end up in WEB-INF/lib (or split between WEB-INF/lib and the Tomcat lib directory). The classloader loads one version; the calling code was compiled against another. Inspect the WAR contents:

# List every JAR in the WAR
unzip -l yourapp.war | grep 'WEB-INF/lib/.*\.jar'

# Find duplicates by artifact name across the WAR and Tomcat lib
ls $CATALINA_HOME/lib/*.jar > /tmp/tomcat-libs.txt
unzip -l yourapp.war | awk '/WEB-INF\/lib\/.*\.jar/ {print $4}' | \
  xargs -n1 basename > /tmp/war-libs.txt
# Compare the two lists

Resolve by excluding the conflicting transitive dependency in your build, or by moving shared libraries to the Tomcat lib directory with delegate="true" on the Loader. The first option is safer because it scopes the change to one application; the second changes classloading for every app on the instance.

Permission denied on WAR extraction

Tomcat must own the webapps directory and the exploded application directory to expand the WAR and write work files. If the Tomcat process runs as user tomcat and the WAR was copied in as root, the explosion fails partway through with FileNotFoundException ... (Permission denied), wrapped in the standard LifecycleException:

# Show the process user and the file ownership side by side
ps -o user= -p $(pgrep -f catalina.startup.Bootstrap | head -1)
ls -ld $CATALINA_BASE/webapps $CATALINA_BASE/webapps/yourapp $CATALINA_BASE/webapps/yourapp.war

Fix with chown -R tomcat:tomcat $CATALINA_BASE/webapps/yourapp* and clean the work directory for that context before redeploying. Add this to the deploy pipeline; the issue recurs every time a CI runner copies a WAR in as root.

DirResourceSet canonical cache failure (CVE-2024-56337)

On Tomcat 10.1.35 and later, DirResourceSet.initInternal() refuses to start unless the JVM has been told to disable canonical file name caching, which is the workaround for CVE-2024-56337. The failure looks like:

java.lang.IllegalStateException: Unable to disable the global canonical file name cache or confirm that it is disabled

Add the following to JAVA_OPTS (typically in setenv.sh):

JAVA_OPTS="$JAVA_OPTS -Dsun.io.useCanonCaches=false"

Restart the JVM for the flag to take effect. If you cannot change JVM flags, downgrade to a Tomcat version before the check was introduced (the check landed in 10.1.35), but the better path is to apply the JVM flag and stay current.

deployXML=false blocking context.xml

If the Host element in server.xml has deployXML="false", any WAR that bundles a META-INF/context.xml will fail deployment with the SEVERE message mentioning the deployXML setting. Either set deployXML="true" on the Host (the default), or remove the META-INF/context.xml from the WAR and define the resource at the Host or Global level instead. The right answer depends on whether you trust WAR authors to set container-level configuration.

Prevention

  • Validate the namespace in CI. Add a build-time check that the WAR depends on jakarta.servlet:* for Tomcat 10+, never javax.servlet:*. Fail the build instead of failing the deploy.
  • Pin the Tomcat version and the JVM flags together. Document the required JAVA_OPTS for each Tomcat minor version. The CVE-2024-56337 mitigation is one example; future CVEs will add more.
  • Run deploys through staging with the same data shape. Most listener startup failures are environment-specific: a config file that exists in dev, an env var set by the deployment framework in prod but not in the promotion pipeline. Staging should fail the same way prod would.
  • Set -XX:MaxMetaspaceSize. A failing init that leaks a classloader on every retry will eventually exhaust Metaspace. Without the limit, the process dies from OS OOM kill with no JVM-level error.
  • Monitor context state, not just process state. The Tomcat JVM can be perfectly healthy while one application sits in FAILED. Health checks that hit the application’s own endpoint (not / and not a TCP connect) catch this.
  • Keep the Manager app secured. The Manager is the easiest way to redeploy a failed context and the easiest way for an attacker to drop a webshell. Restrict it to localhost or remove it from production entirely.

How Netdata helps

  • Per-second context-state tracking via JMX. Netdata’s Tomcat collector reads the Catalina:type=Context MBeans every second, so a transition from STARTED to FAILED shows up immediately, with the exact timestamp you need to line up against the deploy and the localhost.<date>.log entry.
  • 404 rate on the application path. When a context lands in FAILED, the access-log 404 rate on that path spikes. Netdata surfaces access-log-derived metrics per second, which lets you distinguish a deploy-induced 404 burst from a crawler 404 pattern. See the related guide on separating server failures from crawler 404s.
  • Deploy-time correlation. Anomaly detection on request throughput, error rate, and thread pool utilization around the deploy window narrows the search from “something broke” to “this exact deploy broke, here is the second it started failing.”
  • Heap and Metaspace baselining. A failed init can shift the post-GC heap baseline or push Metaspace up if a classloader was leaked. Netdata’s per-pool JVM memory charts make both visible without a separate JMX tool.
  • Log pattern alerts. Netdata can alert on the SEVERE [localhost-startStop- pattern in catalina.out, which is the canonical signature of a deploy-time failure, and on OutOfMemoryError: Metaspace for the longer-running classloader leak case.