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DevOps DailyAug 24, 2026 • 8 min read

Why Your Kafka Bill Is Mostly Network

Ask someone what a Kafka cluster costs and they will start counting brokers. Instance sizes, disk...

#finops#kafka#aws#networking

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Most Kubernetes clusters can't tell you what their GPUs cost

daniel gotlib6d ago • 4 min read

Most Kubernetes clusters can't tell you what their GPUs cost

I built a small tool to answer one question: how many GPU-hours is a cluster paying for and not...

#kubernetes#gpu#devops#finops

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Taming Kubernetes Cost Sprawl: A FinOps Blueprint for Executives

Muhammad TahirAug 24, 2026 • 7 min read

Taming Kubernetes Cost Sprawl: A FinOps Blueprint for Executives

A practical FinOps framework to gain cost visibility, automate optimization, and build cost accounta...

#kubernetes#devops#cloud#finops

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Blue-green deployment that left the old environment running for weeks, doubling infrastructure cost

Usman Tahir Qureshi5d ago • 2 min read

Blue-green deployment that left the old environment running for weeks, doubling infrastructure cost

The deploy worked. The bill doubled. The blue-green cutover went perfectly. Traffic shifted to...

#aws#devops#finops#bash

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Kubernetes Cost Optimization: The Phase 1 Cleanup Most Teams Skip (30–50% Savings)

Rituraj Borah5d ago • 4 min read

Kubernetes Cost Optimization: The Phase 1 Cleanup Most Teams Skip (30–50% Savings)

49% of organizations running Kubernetes in production report rising infrastructure costs since...

#kubernetes#cloud#finops#ai

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FinOps Can't Stop at the Cloud Bill Anymore: Tracking AI Token Spend

Muskan BandtaAug 24, 2026 • 4 min read

FinOps Can't Stop at the Cloud Bill Anymore: Tracking AI Token Spend

FinOps grew up managing one kind of cost: cloud infrastructure. Instances, storage, data transfer,.....

#finops#ai#cloud#devops

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Right-Sizing Your Cloud Isn't Just a Cost Cut, It's a Two-Way Fix

Sherdil Cloud5d ago • 4 min read

Right-Sizing Your Cloud Isn't Just a Cost Cut, It's a Two-Way Fix

Most teams hear "right-sizing" and think "make it smaller." That's half the story. The other half is...

#devops#aws#cloud#finops

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Stop Comparing GPU Clouds Only by $/Hour

Muskan BandtaAug 24, 2026 • 4 min read

Stop Comparing GPU Clouds Only by $/Hour

Every GPU cloud comparison I see is a table of dollars per hour. Provider A is $2.10 an hour for an....

#finops#cloud#ai#aws

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What Config Drift Costs You: CloudWatch Log Retention, S3 Lifecycle Policies and RDS Multi-AZ, Priced

Muskan _zopAug 21, 2026 • 5 min read

What Config Drift Costs You: CloudWatch Log Retention, S3 Lifecycle Policies and RDS Multi-AZ, Priced

Three settings nobody revisits after provisioning, priced: log groups that never expire, buckets tha...

#aws#finops#devops#cloud

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A FinOps MCP Server: What Your AI Assistant Can Ask About Your Cloud Bill, and What It Can Never Change

Muskan _zopAug 24, 2026 • 5 min read

A FinOps MCP Server: What Your AI Assistant Can Ask About Your Cloud Bill, and What It Can Never Change

Asking Claude or Cursor "what's costing us money" only works if the answer comes from your actual bi...

#mcp#ai#finops#devops

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Publicly Accessible RDS and Unrestricted Security Groups: The Cost Side of Risky Cloud Config

Muskan _zopAug 24, 2026 • 4 min read

Publicly Accessible RDS and Unrestricted Security Groups: The Cost Side of Risky Cloud Config

The configs your security scanner flags are also the ones that show up on the bill. Why exposure and...

#aws#security#finops#devops

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Sergey IvanychevAug 21, 2026 • 8 min read

Anatomy of a Claude Code event

In one of my previous articles, we discussed using Claude models in AWS Bedrock. One of the...

#claude#finops#observability#aws

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Brett RyanAug 23, 2026 • 13 min read

Utility to Find Gitlab Credit Usage

Through this article, we're going to explore the GitLab CLI (glab) to help us query compute minutes....

#cli#devops#finops#gitlab

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aws trusted advisor vs compute optimizer vs cost explorer how much recoverable

Muskan _zopAug 21, 2026 • 14 min read

aws trusted advisor vs compute optimizer vs cost explorer how much recoverable

Teams stop trusting AWS cost recommendations the moment the console tells them they are "already opt...

#devops#finops#aws#cloudgovernance

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Reserved Instances vs Savings Plans: Break-Even Math and What a Commitment Costs You If You're Wrong

Muskan _zopAug 24, 2026 • 5 min read

Reserved Instances vs Savings Plans: Break-Even Math and What a Commitment Costs You If You're Wrong

Every commitment pitch shows the discount. Nobody shows the loss curve. The break-even utilization f...

#aws#finops#cloud#devops

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Auto-Termination Is Not a Cost Strategy: Scheduling Databricks Clusters and Snowflake Warehouses

Muskan _zopAug 21, 2026 • 5 min read

Auto-Termination Is Not a Cost Strategy: Scheduling Databricks Clusters and Snowflake Warehouses

Auto-termination and auto-suspend are idle timeouts, not cost strategies: they trim tails after the ...

#databricks#snowflake#finops#dataengineering

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Amazon Bedrock, Vertex AI, Azure OpenAI and SageMaker in One Bill: Cross-Cloud AI Cost Visibility

Muskan _zopAug 24, 2026 • 5 min read

Amazon Bedrock, Vertex AI, Azure OpenAI and SageMaker in One Bill: Cross-Cloud AI Cost Visibility

AI spend now lives in four places with four billing models, and each console shows only its slice. H...

#ai#aws#gcp#finops

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Cost Allocation Tags When Production Is Already Untagged: Virtual Tags, Inheritance and How to Stop the Bleeding

Muskan _zopAug 24, 2026 • 5 min read

Cost Allocation Tags When Production Is Already Untagged: Virtual Tags, Inheritance and How to Stop the Bleeding

Every tagging guide assumes day zero. You have three years of untagged production you're not allowed...

#aws#finops#devops#cloud

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Como reduzir sua fatura do BigQuery em 80%: Particionamento, Clustering e BI Engine

BIXAug 21, 2026 • 2 min read

Como reduzir sua fatura do BigQuery em 80%: Particionamento, Clustering e BI Engine

Se você usa o Google BigQuery no seu dia a dia, sabe que a precificação baseada em bytes escaneados....

#bigquery#sql#dataengineering#finops

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Azure Cost Optimization: How I Cut a Production Bill by 41% with Cosmos DB Serverless

Prince RajAug 21, 2026 • 8 min read

Azure Cost Optimization: How I Cut a Production Bill by 41% with Cosmos DB Serverless

A rollback-first guide to reducing Cosmos DB, VM, and disk costs without changing application APIs o...

#azure#cosmosdb#devops#finops

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FinOps at Design Time: Apptio Cloudability vs Vantage for Multi-Cloud Cost Governance

Amaresh PelletiAug 20, 2026 • 7 min read

FinOps at Design Time: Apptio Cloudability vs Vantage for Multi-Cloud Cost Governance

A finops tooling comparison of Apptio Cloudability and Vantage covering pricing, setup gotchas, and ...

#finops#cloudcost#multicloud#cloudgovernance

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How Enterprise Snowflake Consulting Services Optimize Data Cloud Architectures

Jhon_SmithAug 24, 2026 • 1 min read

How Enterprise Snowflake Consulting Services Optimize Data Cloud Architectures

Modern cloud data platforms must process terabytes of concurrent query traffic while maintaining...

#snowflake#datacloud#finops#dataengineering

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GitLab 19.3 made credit usage caps GA on 20 August 2026 - a cap of 0 still spends

Manu ShuklaAug 20, 2026 • 10 min read

GitLab 19.3 made credit usage caps GA on 20 August 2026 - a cap of 0 still spends

GitLab 19.3 made credit usage caps GA on 20 August 2026 - a cap of 0 still spends Summary....

#gitlab#aicostcontrol#devsecops#finops

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AWS said Cost Anomaly Detection covers Bedrock third-party models on 19 August 2026 — its own docs say it does not

Manu ShuklaAug 21, 2026 • 10 min read

AWS said Cost Anomaly Detection covers Bedrock third-party models on 19 August 2026 — its own docs say it does not

AWS said Cost Anomaly Detection covers Bedrock third-party models on 19 August 2026 — its...

#aws#finops#amazonbedrock#costmanagement

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Tech Articles

Why Your Kafka Bill Is Mostly Network

Most Kubernetes clusters can't tell you what their GPUs cost

Taming Kubernetes Cost Sprawl: A FinOps Blueprint for Executives

Blue-green deployment that left the old environment running for weeks, doubling infrastructure cost

Kubernetes Cost Optimization: The Phase 1 Cleanup Most Teams Skip (30–50% Savings)

FinOps Can't Stop at the Cloud Bill Anymore: Tracking AI Token Spend

Right-Sizing Your Cloud Isn't Just a Cost Cut, It's a Two-Way Fix

Stop Comparing GPU Clouds Only by $/Hour

What Config Drift Costs You: CloudWatch Log Retention, S3 Lifecycle Policies and RDS Multi-AZ, Priced

A FinOps MCP Server: What Your AI Assistant Can Ask About Your Cloud Bill, and What It Can Never Change

Publicly Accessible RDS and Unrestricted Security Groups: The Cost Side of Risky Cloud Config

Anatomy of a Claude Code event

Utility to Find Gitlab Credit Usage

aws trusted advisor vs compute optimizer vs cost explorer how much recoverable

Reserved Instances vs Savings Plans: Break-Even Math and What a Commitment Costs You If You're Wrong

Auto-Termination Is Not a Cost Strategy: Scheduling Databricks Clusters and Snowflake Warehouses

Amazon Bedrock, Vertex AI, Azure OpenAI and SageMaker in One Bill: Cross-Cloud AI Cost Visibility

Cost Allocation Tags When Production Is Already Untagged: Virtual Tags, Inheritance and How to Stop the Bleeding

Como reduzir sua fatura do BigQuery em 80%: Particionamento, Clustering e BI Engine

Azure Cost Optimization: How I Cut a Production Bill by 41% with Cosmos DB Serverless

FinOps at Design Time: Apptio Cloudability vs Vantage for Multi-Cloud Cost Governance

How Enterprise Snowflake Consulting Services Optimize Data Cloud Architectures

GitLab 19.3 made credit usage caps GA on 20 August 2026 - a cap of 0 still spends

AWS said Cost Anomaly Detection covers Bedrock third-party models on 19 August 2026 — its own docs say it does not