Pipeline Speed Optimizer

Goal

Reduce CI duration by optimizing pipeline steps through iterative analysis and improvements

How to Run

Run this loop in your preferred AI coding agent to automatically optimize CI pipeline performance through iterative metric analysis and targeted optimizations

1. 01

   Start Loop

   Initiate the loop by providing the kickoff prompt to your AI coding agent

2. 02

   Analyze Metrics

   Review current pipeline performance metrics including step durations, resource usage, and bottlenecks

3. 03

   Apply Optimizations

   Implement identified optimizations such as caching, parallelization, or step reordering

4. 04

   Validate Changes

   Ensure optimizations don't break existing functionality while measuring actual performance gains

5. 05

   Iterate Until Complete

   Repeat the process up to 10 times or until build time meets target threshold

Workflow Steps

1. 01

   Analyze Current Pipeline Metrics

   Examine build logs, step timings, and resource utilization to identify the longest-running or most resource-heavy pipeline stages

2. 02

   Identify Optimization Opportunities

   Locate specific areas for improvement such as redundant steps, missing caching, sequential operations that could be parallelized, or unnecessarily heavy dependencies

3. 03

   Implement Targeted Optimizations

   Apply changes like adding build caches, splitting/combining steps, reducing dependencies, or restructuring pipeline logic to improve performance

4. 04

   Run Pipeline Check

   Execute the 'pipeline metrics' command to measure the impact of applied optimizations on overall build duration

5. 05

   Assess Results and Iterate

   Compare new metrics against previous runs and target threshold, then decide whether to continue optimizing or exit the loop

Start the "Pipeline Speed Optimizer" loop.

Goal: Reduce CI duration by optimizing pipeline steps through iterative analysis and improvements
Max iterations: 10
Between iterations run: pipeline metrics
Exit when: Build time below target duration threshold


Create a Pipeline Speed Optimizer loop to reduce CI duration. Analyze current pipeline metrics, identify performance bottlenecks, and apply optimizations such as caching, parallelization, and step reordering. Run 'pipeline metrics' to measure progress and continue iterating up to 10 times until build time is below target threshold.

Self-pace this loop. After each iteration, run `pipeline metrics` and evaluate the output, and only continue if the exit condition is not met (Build time below target duration threshold). Stop when the exit condition passes or 10 iterations are reached. Give a short status update each pass.