ConfigMap Changes and Rolling Updates
Why ConfigMap edits don't restart Pods, how mounts and env vars behave, and when to use restarts, checksums, or reloaders.
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Blog posts in the Performance category
CI/CD Pipeline Architecture for High-Throughput Teams
Measure end-to-end flow, model pipelines as DAGs, split runner pools and scale from queue signals to improve CI/CD throughput.
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Event-Driven Orchestration for AI Agents
Route AI agent tasks by risk with event-driven orchestration: stateful workflows, approval gates, retries and observability.
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About IBM Cloud Global Load Balancers
DNS-based global load balancers prevent regional outages, reduce latency and unify multi-region services under one hostname.
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How AI Agents Trace Root Cause in DevOps
AI agents cut DevOps RCA time by linking clean telemetry, traces and change records to surface ranked root-cause hypotheses for human approval.
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Multi-Cloud Performance Bottlenecks and Fixes
Remove avoidable cross-cloud distance, scale on real signals, and unify observability to stop multi-cloud slowdowns.
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10 Cloud SLA Monitoring Tools For DevOps
Compare 10 cloud SLA monitoring tools by uptime checks, alerting, latency views and pricing to find the right fit for your DevOps team.
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End-to-End Tracing in Kubernetes: 6 Examples
Instrument Kubernetes with OpenTelemetry: six end-to-end tracing patterns, propagation rules, Collector options and common break points.
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AI Resource Allocation: Cost vs. Performance
Compare cost‑optimised, performance‑optimised, balanced and static AI allocation strategies to align latency SLOs, utilisation and spend.
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How Cache Expiry Reduces Cloud Costs
Match TTLs to content: long for versioned assets, short micro-caches for bursty APIs to reduce origin egress, compute and DB costs.
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Node Pool Autoscaling Policies: Cost vs Performance
Compare autoscaling strategies—conservative, headroom, spot, bin-packing and multi-pool—to balance cloud cost and p95 latency.
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Checklist for Load Balancer Configuration Best Practices
Practical checklist to configure resilient, secure load balancers: layer choice, backends, health checks, TLS, timeouts and failover.
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