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Vinkius

CI/CD Pipeline Duration Analyzer Connector for AI agents.

4 live capabilities

Speed up your deployment workflows by identifying build bottlenecks and parallelization gaps.

Live agent request CI/CD Pipeline Duration Analyzer / Connector

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AI Agent

Why people use CI/CD Pipeline Duration Analyzer

CI/CD Pipeline Duration Analyzer for identifying build bottlenecks

This Connector lets your agent do the heavy lifting. You can just ask it to analyze the execution data and point out the exact stages that are dragging things down. Instead of manual log diving, you get a clear breakdown of what's slow and a prioritized list of what to fix first.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a prioritized list of the fastest ways to speed up your builds.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 6,100+ Connectors

  1. Real-world use case 01

    Identifying a mystery slow build

    A developer notices the nightly build is taking 40 minutes.

  2. Real-world use case 02

    Planning a pipeline refactor

    A platform engineer wants to know if moving to a new runner will help.

  3. Real-world use case 03

    Finding missed parallelization

    An SRE wants to know if they can run unit tests and builds at the same time.

Complete set · 4capabilities

The complete CI/CD Pipeline Duration Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with CI/CD Pipeline Duration Analyzer.

Capability set01 / 01

01—04

4 capabilities in this set.

Part of 4 available through CI/CD Pipeline Duration Analyzer.

  1. 01 Capability

    Find parallelization opportunities

    Scans your pipeline to find tasks that have no dependencies and can be run at the same time.

  2. 02 Capability

    Get stage impact breakdown

    Shows you a list of every stage in your run ranked by how much time they actually take.

  3. 03 Capability

    Estimate optimization gains

    Predicts exactly how many minutes you'll save by fixing a specific cache or removing a dependency.

  4. 04 Capability

    Compute execution efficiency

    Compares the critical path to the total wall-clock time to see how much of your wait time is wasted.

Set up in minutes

One URL. Then ask CI/CD Pipeline Duration Analyzer to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use CI/CD Pipeline Duration Analyzer from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_LWblQJi98h7HrgOe12o1ytVDei1EX3ex4rUVQzUF/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it CI/CD Pipeline Duration Analyzer, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable CI/CD Pipeline Duration Analyzer for the conversation.

Where the request belongs

Work CI/CD Pipeline Duration Analyzer can move forward.

Built around the request

This is for the DevOps engineer who's tired of watching "building..." spinners for 30 minutes without knowing why. It's for the person responsible for keeping the deployment pipeline fast enough to keep the dev team happy.

01

DevOps Engineer

Finding out why the production build is lagging on a Tuesday morning.

02

SRE

Identifying infrastructure bottlenecks that are slowing down the CI/CD cycle.

03

Platform Engineer

Designing faster deployment paths for hundreds of microservices.

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Bring your own AI

Change the model, client or framework. Keep CI/CD Pipeline Duration Analyzer connected.

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Before you connect

Questions about CI/CD Pipeline Duration Analyzer.

The practical details behind the request, access and result.

What does the CI/CD Pipeline Duration Analyzer do?

It analyzes your pipeline's execution data to find exactly where your builds are slowing down and identifies ways to make them faster.

How can I use this to speed up my builds?

You can ask your agent to find tasks that can run at the same time or to show you which stages are taking up the most time so you know what to fix first.

Can it tell me which part of my pipeline is the slowest?

Yes, it provides a percentage breakdown of every stage in your run, making it easy to see which specific jobs are the primary bottlenecks.

How does it find ways to run tasks in parallel?

It scans your pipeline metadata to find tasks that don't have dependencies on each other, showing you where you can run things concurrently.

Can it predict how much time I'll save by fixing a cache?

Yes, it can project the estimated time savings for specific optimizations like cache improvements or removing unnecessary dependencies.

Do I need to provide my own logs for this?

You just need to connect your pipeline's execution metadata to the Connector, and your agent can handle the analysis from there.

Is this useful for optimizing my deployment workflow?

Absolutely. It helps you move from guessing why deployments are slow to having a clear, data-driven plan for optimization.

How can I identify which stages are slowing down my pipeline?

You can use the get_stage_impact_breakdown capability to see a list of all stages and the percentage of total runtime each one consumes.

What is the efficiency ratio?

The efficiency ratio, calculated via compute_execution_efficiency, compares the critical path duration to the total wall-clock time. A value closer to 1 indicates a highly optimized pipeline.

Can I simulate future improvements?

Yes, use estimate_optimization_gains to model how changes like 'cache_improvement' or 'dependency_removal' would impact your total duration.

One connection away

Give your agent a direct line to CI/CD Pipeline Duration Analyzer.

Connect CI/CD Pipeline Duration Analyzer once. Keep it beside 6,100+ managed Connectors when the next task needs more.

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