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Muskan _zop

Technology Value OS for AI, Cloud and Humans Continuous loop that finds waste, routes ownership, automates optimisation and proves which tech investments are creating value.

Joined Joined on  Personal website https://zop.dev/
The S3 and EBS charges nobody budgeted for lifecycle transitions and gp2 vs gp3
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The S3 and EBS charges nobody budgeted for lifecycle transitions and gp2 vs gp3

#finops #terraform #aws #cloudgovernance
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15 min read

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The egress bill nobody attributed 60k hiding in untagged transfers
zop_8abedcc7e12 profile

The egress bill nobody attributed 60k hiding in untagged transfers

#cicd #devops #finops #platformengineering
Comments
10 min read
The cloud zombie index: every resource you're paying for that nothing uses
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The cloud zombie index: every resource you're paying for that nothing uses

#finops #aws #devops #tutorial
Comments
9 min read
I need one picture that shows where the money goes
zop_8abedcc7e12 profile

I need one picture that shows where the money goes

#finops #aws #cloud #devops
Comments
8 min read
GCP Cloud Logging takes so much cost and how to disable it
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GCP Cloud Logging takes so much cost and how to disable it

#kubernetes #devops #finops #cloudgovernance
1
Comments
14 min read
gcp billing storage vs balanced pd capacity
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gcp billing storage vs balanced pd capacity

#kubernetes #finops #automation #hidden
1
Comments
11 min read
The shadow compute bill 28k month nobody approved
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The shadow compute bill 28k month nobody approved

#devops #finops #cloudgovernance #observability
1
Comments
11 min read
Cluster Autoscaler vs Karpenter at 10 000 nodes: what the benchmarks miss
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Cluster Autoscaler vs Karpenter at 10 000 nodes: what the benchmarks miss

#kubernetes #devops #finops #terraform
1
Comments
13 min read
Policy as code at 10 teams: what breaks after month 3
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Policy as code at 10 teams: what breaks after month 3

#devops #finops #terraform #cloudgovernance
1
Comments
14 min read
After the free credits run out, how to transition from startup cloud programs to production pricing without bill shock
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After the free credits run out, how to transition from startup cloud programs to production pricing without bill shock

#kubernetes #devops #finops #terraform
1
Comments 1
13 min read
Static runbooks vs LLM-driven playbooks: what breaks at 3 am
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Static runbooks vs LLM-driven playbooks: what breaks at 3 am

#kubernetes #devops #finops #cloudgovernance
1
Comments
12 min read
Hidden cloud costs that pricing pages never show: egress api calls and support tiers compared
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Hidden cloud costs that pricing pages never show: egress api calls and support tiers compared

#kubernetes #finops #platformengineering #aws
1
Comments 1
14 min read
Why static thresholds break at 10x traffic: A CloudWatch Autopilot post-mortem
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Why static thresholds break at 10x traffic: A CloudWatch Autopilot post-mortem

#devops #finops #platformengineering #cloudgovernance
1
Comments
11 min read
Policy as code vs tag enforcement which one actually stops the blast radius
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Policy as code vs tag enforcement which one actually stops the blast radius

#kubernetes #devops #finops #terraform
1
Comments
11 min read
Iac drift vs config drift: which one burns you at 500 resources
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Iac drift vs config drift: which one burns you at 500 resources

#devops #finops #terraform #aws
1
Comments
13 min read
The governance tax: what shipping before you're ready actually costs per quarter
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The governance tax: what shipping before you're ready actually costs per quarter

#devops #finops #terraform #cloudgovernance
1
Comments
12 min read
Karpenter KEDA 31k saved 3 foot guns found
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Karpenter KEDA 31k saved 3 foot guns found

#kubernetes #devops #finops #aws
1
Comments
15 min read
Why your incident bot closes tickets but doesn't fix systems
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Why your incident bot closes tickets but doesn't fix systems

#kubernetes #devops #finops #platformengineering
1
Comments
16 min read
closed loop aiops detect decide act verify
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closed loop aiops detect decide act verify

#kubernetes #devops #finops #platformengineering
1
Comments
15 min read
How to actually spend 100k in cloud credits without wasting them: a startup playbook
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How to actually spend 100k in cloud credits without wasting them: a startup playbook

#kubernetes #finops #terraform #aws
1
Comments
13 min read
After the free credits run out: a practical playbook for transitioning to paid cloud without a bill shock
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After the free credits run out: a practical playbook for transitioning to paid cloud without a bill shock

#kubernetes #devops #finops #terraform
1
Comments 1
12 min read
Karpenter vs cluster autoscaler: which one cuts your idle spend faster
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Karpenter vs cluster autoscaler: which one cuts your idle spend faster

#kubernetes #finops #aws #observability
1
Comments
14 min read
After the credits run out: a finops playbook for startups transitioning to paid cloud tiers
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After the credits run out: a finops playbook for startups transitioning to paid cloud tiers

#kubernetes #finops #terraform #aws
1
Comments 1
14 min read
Why your on-call engineer is the last line of defense against a 50k incident
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Why your on-call engineer is the last line of defense against a 50k incident

#kubernetes #devops #finops #cloudgovernance
1
Comments
12 min read
Why 500 Terraform resources is a governance problem, not an iac problem
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Why 500 Terraform resources is a governance problem, not an iac problem

#devops #finops #terraform #aws
1
Comments
12 min read
How to Actually Spend Your Cloud Credits Before They Expire: A Tactical Playbook for Startups and Researchers
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How to Actually Spend Your Cloud Credits Before They Expire: A Tactical Playbook for Startups and Researchers

#kubernetes #finops #aws #cloudgovernance
1
Comments
12 min read
Why your incident response bot closes tickets without fixing systems
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Why your incident response bot closes tickets without fixing systems

#kubernetes #devops #finops #cloudgovernance
1
Comments
11 min read
Cluster Autoscaler vs keda: which one cuts your Kubernetes bill at scale
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Cluster Autoscaler vs keda: which one cuts your Kubernetes bill at scale

#kubernetes #finops #terraform #aws
1
Comments
14 min read
The Visibility Problem in Cloud Spending: Why Dashboards Don't Cut Spend
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The Visibility Problem in Cloud Spending: Why Dashboards Don't Cut Spend

#cicd #devops #finops #platformengineering
1
Comments 1
12 min read
The Autonomous Remediation Bill 0 saved 3 outages created
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The Autonomous Remediation Bill 0 saved 3 outages created

#kubernetes #devops #finops #platformengineering
1
Comments
10 min read
The future of technology value: AI + Cloud + Humans
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The future of technology value: AI + Cloud + Humans

#finops #cloud #ai #devops
2
Comments
6 min read
terraform vs opentofu 6 months after the fork
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terraform vs opentofu 6 months after the fork

#githubactions #cicd #devops #finops
1
Comments
12 min read
The governance bill what skipping policy as code costs at 500 resources
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The governance bill what skipping policy as code costs at 500 resources

#kubernetes #devops #finops #terraform
1
Comments
13 min read
The Egress Illusion 28k Month You Approved Without Knowing
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The Egress Illusion 28k Month You Approved Without Knowing

#kubernetes #devops #finops #platformengineering
1
Comments 1
14 min read
After the free credits run out, how startups should plan their first real cloud budget
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After the free credits run out, how startups should plan their first real cloud budget

#kubernetes #devops #finops #aws
1
Comments 1
12 min read
The visibility trap 0 saved after 6 months of dashboards
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The visibility trap 0 saved after 6 months of dashboards

#finops #aws #cloudgovernance #observability
1
Comments 1
10 min read
closed loop remediation vs alert routing when the pager goes silent
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closed loop remediation vs alert routing when the pager goes silent

#kubernetes #devops #finops #aws
1
Comments
14 min read
opa vs Cedar enforcing multi account policy at 500 resources
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opa vs Cedar enforcing multi account policy at 500 resources

#kubernetes #finops #platformengineering #terraform
1
Comments 1
13 min read
spend test spot interruption budgets
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spend test spot interruption budgets

#kubernetes #devops #finops #cloudgovernance
1
Comments 2
14 min read
spend test ledger verify
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spend test ledger verify

#kubernetes #finops #platformengineering #aws
1
Comments 2
12 min read
Why your AI ops agent fixes the wrong thing first
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Why your AI ops agent fixes the wrong thing first

#kubernetes #devops #finops #cloudgovernance
1
Comments
13 min read
The alert-only trap costs 12k a month in engineer hours
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The alert-only trap costs 12k a month in engineer hours

#kubernetes #devops #finops #platformengineering
1
Comments
12 min read
self-healing infra 4 failure classes 4 remediation loops
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self-healing infra 4 failure classes 4 remediation loops

#kubernetes #devops #finops #aws
1
Comments
12 min read
After the free credits run out, a practical transition plan to avoid bill shock on AWS, Azure, and GCP
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After the free credits run out, a practical transition plan to avoid bill shock on AWS, Azure, and GCP

#kubernetes #devops #finops #terraform
1
Comments 1
12 min read
FinOps savings decay: why commitments erode 40 in 6 months without a feedback loop
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FinOps savings decay: why commitments erode 40 in 6 months without a feedback loop

#cicd #finops #terraform #aws
1
Comments 1
10 min read
Hidden cloud costs: egress fees api calls, and the line items AWS, Azure, and GCP don't advertise
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Hidden cloud costs: egress fees api calls, and the line items AWS, Azure, and GCP don't advertise

#devops #finops #aws #automation
1
Comments 1
14 min read
The IDP Tax: How Much Developer Time Your Platform Actually Costs
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The IDP Tax: How Much Developer Time Your Platform Actually Costs

#kubernetes #devops #finops #platformengineering
1
Comments
12 min read
blast radius by default: how a missing SLO topology turned a single bad deploy into an 180k incident
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blast radius by default: how a missing SLO topology turned a single bad deploy into an 180k incident

#kubernetes #devops #finops #platformengineering
1
Comments
11 min read
Terraform is dead: what OpenTofu actually changes
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Terraform is dead: what OpenTofu actually changes

#finops #terraform #aws #cloudgovernance
1
Comments
12 min read
ci cd readiness checklist
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ci cd readiness checklist

#githubactions #cicd #kubernetes #devops
1
Comments
11 min read
hidden cloud costs that pricing pages don t show egress api calls and support tiers on AWS, Azure, and GCP
zop_8abedcc7e12 profile

hidden cloud costs that pricing pages don t show egress api calls and support tiers on AWS, Azure, and GCP

#kubernetes #devops #finops #aws
1
Comments 1
16 min read
hidden cloud costs that never show up in AWS, Azure, and GCP pricing pages
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hidden cloud costs that never show up in AWS, Azure, and GCP pricing pages

#kubernetes #devops #finops #platformengineering
1
Comments 1
13 min read
OpenTofu vs. Pulumi: which one survives a 200 resource refactor
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OpenTofu vs. Pulumi: which one survives a 200 resource refactor

#kubernetes #devops #finops #platformengineering
1
Comments
13 min read
an open source cli that solves one common pain point
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an open source cli that solves one common pain point

#devops #finops #cloudgovernance #automation
1
Comments
10 min read
Hidden cloud costs that pricing pages don't show: egress support and licensing fees compared
zop_8abedcc7e12 profile

Hidden cloud costs that pricing pages don't show: egress support and licensing fees compared

#kubernetes #devops #finops #platformengineering
1
Comments 1
18 min read
self-healing infrastructure detect remediate verify in under 90 seconds
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self-healing infrastructure detect remediate verify in under 90 seconds

#kubernetes #devops #finops #platformengineering
1
Comments
13 min read
Cloud cost breakdown charts
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Cloud cost breakdown charts

#kubernetes #finops #terraform #aws
2
Comments 1
10 min read
AI DevOps prompts
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AI DevOps prompts

#githubactions #cicd #devops #finops
2
Comments
10 min read
FinOps savings decay vs autonomous remediation: which wins at 6 months
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FinOps savings decay vs autonomous remediation: which wins at 6 months

#kubernetes #devops #finops #aws
1
Comments 2
14 min read
Kubernetes Cost Optimization 15 quick wins
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Kubernetes Cost Optimization 15 quick wins

#kubernetes #devops #finops #aws
2
Comments 1
16 min read
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