Reconstruct HPA metric recommendations with missing/not-ready damping and bounde...
https://detect.halowerk.com/v1/F-TD2000-DATASTRUCTURES-05/kubernetes132-horizontal-pod-autoscaler-metric-replica-recommendationOverview
Reconstruct HPA metric recommendations with missing/not-ready damping and bounded multi-metric recommendation/stabilization.
Protocol
x402 (POST)
Price
$0.0030
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eip155:8453
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uncategorized
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detect
Source
bazaar
Indexed
2026-11-02 17:26:13
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unknown
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Uptime (30d)
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Never
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Never
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0
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Input Schema
{
"body": {
"artifact": {
"k8sHpa": {
"claim": null,
"data": {
"current": 3,
"downscale_window_ms": 500,
"history": [],
"maximum": 8,
"metrics": [
{
"error": false,
"pods": [
{
"request": 100,
"state": "ready",
"usage": 75
}
],
"target_percent": 50
}
],
"minimum": 1,
"now_ms": 1000,
"tolerance_ppm": 100000
}
}
}
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Output Schema
{
"example": {
"billable": true,
"findings": [
{
"confidence": 1,
"evidence": [
{
"page_indices": [],
"page_url": null,
"pattern": "kubernetes132-horizontal-pod-autoscaler-metric-replica-recommendation_scoped_evidence",
"type": "artifact"
}
],
"limits": [
"Complete caller-supplied anonymous artifact under the stated bounded technical profile; no external facts, network/device actions or certification."
],
"module": "kubernetes132-horizontal-pod-autoscaler-metric-replica-recommendation",
"state": "observed",
"value": {
"claim_matches": false,
"computed": {
"constrained_replicas": 2,
"error_blocks_downscale": false,
"metrics": [
{
"adjusted_ratio": 1.5,
"error": false,
"initial_ratio": 1.5,
"raw_utilization": 75,
"replicas": 2
}
],
"stabilized_replicas": 2,
"unstabilized_replicas": 2
}
},
"warnings": []
}
],
"known_count": 1,
"scope": {
"contact_values_returned": false,
"network": false,
"supplied_artifact_only": true
},
"warnings": []
},
"type": "json"
}