CI/CD Pipelines · Cloud Cost Management · Kubernetes Operations

A publication covering browser infrastructure, web automation, and deployment practices for teams building AI agents at scale.

Cloud Cost Management

AWS Reserved Instances vs Savings Plans for Compute Workloads

Savings Plans offer broader flexibility than Reserved Instances for most compute workloads.

November 3, 20268 min read

Kubernetes Operations

Debugging CrashLoopBackOff in Production Kubernetes Pods

October 19, 20268 min read

Cloud Cost Management

Idle Resource Detection and Automated Cleanup in AWS

October 17, 20269 min read

Latest

Cloud Cost Management

S3 Storage Class Tiering for Long-Lived Data

Automate data tiering to cut S3 storage costs without overpaying for retrieval.

Amara Osei-BonsuOctober 10, 202611 min read

Cloud Cost Management

Kubernetes Namespace-Level Cost Attribution

Kubernetes cost allocation requires namespace labels and a shared attribution model.

Tobias GrunewaldOctober 9, 202611 min read

Observability

Structured Logging Pipelines From Application to S3 With Fluent Bit

Fluent Bit routes structured logs to S3 for queryable storage and analysis at scale.

Seo-Yeon ParkOctober 7, 20268 min read

CI/CD Pipelines

Container Image Signing and Verification in CI Pipelines

Cryptographic proof that container images came from trusted builds and haven't been tampered with.

Amara Osei-BonsuOctober 3, 202611 min read

CI/CD Pipelines

GitOps Reconciliation Drift With Argo CD and Application Sets

ApplicationSet's separate reconciliation clock creates undetectable drift across entire fleets.

Priya VenkataramaiahSeptember 30, 202610 min read

CI/CD Pipelines

Canary Releases With Argo Rollouts and Prometheus Metrics

Automated traffic shifting and metrics-driven gates eliminate the manual toil from canary releases.

Seo-Yeon ParkSeptember 30, 202610 min read

CI/CD Pipelines

Blue-Green Deployments With AWS ALB Weighted Target Groups

Shift traffic gradually between environments without DNS delays or extra load balancers.

Seo-Yeon ParkSeptember 27, 202612 min read

CI/CD Pipelines

GitHub Actions Self-Hosted Runners on Kubernetes

Running Kubernetes-based CI/CD saves money and lets you customize infrastructure to your needs.

Amara Osei-BonsuSeptember 26, 202611 min read

CI/CD Pipelines

Pipeline Caching Strategies for Monorepo CI Builds

Three cache layers—dependency, artifact, and remote—each prevent different monorepo CI failures.

Amara Osei-BonsuSeptember 25, 202610 min read

A publication covering browser infrastructure, web automation, and deployment practices for teams building AI agents at scale.

AWS Reserved Instances vs Savings Plans for Compute Workloads

Debugging CrashLoopBackOff in Production Kubernetes Pods

Idle Resource Detection and Automated Cleanup in AWS

Latest

S3 Storage Class Tiering for Long-Lived Data

Kubernetes Namespace-Level Cost Attribution

Structured Logging Pipelines From Application to S3 With Fluent Bit

Container Image Signing and Verification in CI Pipelines

GitOps Reconciliation Drift With Argo CD and Application Sets

Canary Releases With Argo Rollouts and Prometheus Metrics

Blue-Green Deployments With AWS ALB Weighted Target Groups

GitHub Actions Self-Hosted Runners on Kubernetes

Pipeline Caching Strategies for Monorepo CI Builds

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