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Testing and security · 30 lessons · up to 10 minutes each
A planned performance path from workload assumptions to measured recommendations.
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Lessons 1–10
Topic: workload and SLO definition
Draw a small map of workload and SLO definition in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: baseline latency
Label the main pieces in baseline latency in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: concurrency ramp shape
Follow one input through concurrency ramp shape in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: throughput and saturation
Write down one practical difference between throughput and saturation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: percentile interpretation
Mark where percentile interpretation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: warm and cold paths
Annotate a minimal example of warm and cold paths in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: resource bottleneck clues
Show how resource bottleneck clues in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: load test safety limits
Describe one likely failure for load test safety limits in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: regression comparison
Summarize an official example of regression comparison in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: capacity recommendation evidence
Match one small use case to capacity recommendation evidence in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Lessons 11–20
Topic: workload and SLO definition
Create a small working example that uses workload and SLO definition in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: baseline latency
Combine baseline latency in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: concurrency ramp shape
Set up concurrency ramp shape in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: throughput and saturation
Add a check around throughput and saturation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: percentile interpretation
Add percentile interpretation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: warm and cold paths
Extract warm and cold paths in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: resource bottleneck clues
Run sample data through resource bottleneck clues in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: load test safety limits
Capture the result of load test safety limits in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: regression comparison
Handle one expected failure from regression comparison in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: capacity recommendation evidence
Write a short usage note for capacity recommendation evidence in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Lessons 21–30
Topic: workload and SLO definition
Add an edge-case test for workload and SLO definition in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: baseline latency
Add the relevant access, safety, or validation control to baseline latency in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: concurrency ramp shape
Record a small baseline for concurrency ramp shape in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: throughput and saturation
Change one measurable cost in throughput and saturation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: percentile interpretation
Use an observable signal to explain a failure in percentile interpretation in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: warm and cold paths
Show that rerunning warm and cold paths in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: resource bottleneck clues
Compare two documented approaches to resource bottleneck clues in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: load test safety limits
Refine load test safety limits in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: regression comparison
Check that a complete small flow using regression comparison in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
Topic: capacity recommendation evidence
Check the implementation of capacity recommendation evidence in the context of load profiles, latency percentiles, saturation, and capacity evidence; save a short example or check that demonstrates the result.
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