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Jun 18, 2026Autoscaling Kubernetes Workloads with KEDA and Prometheus
Introduction Modern cloud-native applications often experience highly variable traffic...
Jun 18, 20265 min read0 reactions0 comments
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Jun 17, 2026
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I Stopped Paying for Idle GPUs - Scale-to-Zero AI Inference on OKE with KEDA
A single A10 GPU on OCI costs $1.52/hr. Running 24/7, that's $1,094/month. For a production inference...
Jun 17, 20264 min read0 reactions0 comments
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May 4, 2026Kubernetes Autoscaling: HPA, VPA, and KEDA Deep Dive
Kubernetes Autoscaling Deep Dive: HPA, VPA, KEDA, and Cluster Autoscaler Kubernetes...
May 4, 20261 min read0 reactions0 comments
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May 7, 2026Postmortem: A KEDA 2.14 Prometheus Scaler Failed to Scale Pods During a Marketing Campaign Spike
Postmortem: KEDA 2.14 Prometheus Scaler Failed to Scale Pods During Marketing Campaign...
May 7, 20263 min read0 reactions0 comments
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May 3, 2026Postmortem: How a KEDA Configuration Error Caused Cascading Failures in Our Event-Driven Stack
At 14:32 UTC on October 17, 2024, a single misconfigured KEDA ScaledObject triggered a cascading...
May 3, 202611 min read0 reactions0 comments
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May 1, 2026Deep Dive: KEDA 2.13 Scaler Internals and How They Work with Kafka 3.7 and Redis 7.2
Deep Dive: KEDA 2.13 Scaler Internals and How They Work with Kafka 3.7 and Redis...
May 1, 20264 min read0 reactions0 comments
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May 6, 2026Postmortem: How a KEDA 2.15 Scaling Bug Caused a 2-Hour Production Outage for Our Event-Driven AWS Lambda 2026 Workloads
On March 12, 2026, a misconfigured KEDA 2.15 scaler bug took down 100% of our event-driven AWS Lambda...
May 6, 202614 min read0 reactions0 comments
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Apr 28, 2026War Story: A KEDA 2.16 Autoscaling Bug Caused Our Pods to Scale to 1000+ Unnecessarily – Here's the Fix
At 03:14 UTC on October 17, 2024, our production Kubernetes cluster in us-east-1a suddenly scaled 47...
Apr 28, 202611 min read0 reactions0 comments
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Apr 28, 2026Performance Test: KEDA 2.14 vs. Kubernetes HPA v2 Autoscaling Response Time for Kafka Triggers – 40% Faster
In head-to-head benchmarks of Kafka topic lag autoscaling on Kubernetes 1.29, KEDA 2.14 reduced mean...
Apr 28, 202611 min read0 reactions0 comments
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Apr 27, 2026Architecture Teardown: How Kubernetes 1.32 HPA and KEDA 2.12 Handle Event-Driven Autoscaling
A post by ANKUSH CHOUDHARY JOHAL
Apr 27, 20260 min read0 reactions0 comments
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Feb 9, 2026🧠 Demystifying Metrics in Kubernetes
Kubernetes does not magically know when to scale your workloads 🤖 It relies on metrics exposed...
Feb 9, 20264 min read0 reactions0 comments
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Oct 19, 2025Kubernetes Scaling with KEDA: Zero-Loss Data Processing at Scale
The Challenge: Our data processing pipeline faced continuous high-volume traffic, not just...
Oct 19, 20252 min read0 reactions1 comments