v0.7.1 — Ranked Top Indicators

What's New

Ranked Top Indicators for Proactive Optimization

The inspect_process(view="triage") now always returns TopIndicators — a ranked list of the most notable metrics even when the system is healthy. This enables proactive optimization, not just reactive firefighting.

Example output:

{
  "verdict": "healthy",
  "severity": "Healthy",
  "topIndicators": [
    {"name": "time-in-gc", "value": 8, "unit": "%", "score": 28, "level": "elevated"},
    {"name": "cpu-usage", "value": 5, "unit": "%", "score": 3, "level": "normal"},
    {"name": "alloc-rate", "value": 15, "unit": "MB/s", "score": 12, "level": "elevated"}
  ]
}

Score bands:

Metric	Normal	Elevated	High	Critical
cpu-usage	<30%	30-70%	70-90%	>90%
time-in-gc	<5%	5-15%	15-30%	>30%
queue-length	<10	10-50	50-200	>200
contention	<3	3-10	10-50	>50
alloc-rate	<10MB/s	10-50	50-100	>100
gen2-gc	0	1-2	3-9	≥10

This helps identify optimization opportunities before they become problems and understand the application's performance profile at a glance.

Full Changelog: v0.7.0...v0.7.1

Full Changelog: v0.7.0...v0.7.1