Our Secret Sauce.

Unsupervised Machine Learning that Automatically Tests & Verifies Your Deployments.

The scenario:
Deploying to production and something breaks.

 

The team investigates.

SyntheticsSELENIUM
APMAPPDYNAMICS • NEW RELIC
LogsELK • SPLUNK • SUMO LOGIC

The solve:
Harness analyzes data from these tools and uses automated testing tools to look for anomalies and failures.

Time-Series Metrics (APM)
Symbolic aggregate representation
(SAX)
Hidden Markov Models
Unstructured Events (Logs)
Unsupervised Learning
Kmeans Clustering
Entropy
Cosine & Jaccard distance
Neural Nets & FeedbackSplunk Verify

Harness automation rolls
back to a previous working session.

No scripts, delays or downtime.

 

Continuous Verification & Automation for:

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