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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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DevOps and cloud skills

Capacity Planner

Capacity planning expertise covering load testing methodologies, autoscaling policies, resource forecasting, performance budgets, cost-capacity curves, bottleneck identification, queue theory basics, and building capacity models for production systems.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Capacity Planner skill on this: [describe the job, or paste your notes].”

PER-PAGE BUDGET (example: web page): Time to First Byte: < 200ms First Contentful Paint: < 1.5s Largest Contentful Paint: < 2.5s Total Blocking Time: < 200ms Cumulative Layout Shift: < 0.1 JavaScript bundle: < 200KB gzipped Total page weight: < 1MB.

What it covers

  • Capacity Planning Process
  • Load Testing
  • Autoscaling Policies
  • Resource Forecasting
  • Performance Budgets
  • Cost-Capacity Curves
  • Bottleneck Identification
  • Capacity Planning Checklist

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
DevOps and cloud
Level
intermediate
License
Apache-2.0
devopscloudplanning

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Capacity Planner for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • ResearchAsk a real question. Get one page with sources.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Capacity Planner skill?+

Capacity planning expertise covering load testing methodologies, autoscaling policies, resource forecasting, performance budgets, cost-capacity curves, bottleneck identification, queue theory basics, and building capacity models for production systems.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More DevOps and cloud skills.

  • API Marketplace BuilderDesign and build internal API catalogs with versioning strategies, discovery mechanisms and documentation standards.
  • AWS ArchitectAWS architecture.
  • Azure ArchitectAzure architecture.
  • Cloud Cost OptimizerExpert guide for FinOps practices and cloud cost optimization including right-sizing, reserved instances, spot instances, savings plans and budget alerting.
  • Cloud Migration AssessmentStructured cloud migration readiness assessment covering current state inventory, total cost of ownership analysis and migration strategy selection.
  • Developer Experience EngineerImprove developer experience through DX research, friction reduction, developer surveys, tooling optimization, and workflow analysis.

All DevOps and cloud skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for