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From 60 to 5 minutes

CI/CD Pipeline Optimization for React + Laravel + Python Platform

How we transformed an unpredictable 60-minute GitLab pipeline into a stable 5-minute workflow using GCP custom runners, achieving $59K net annual savings for a multi-stack SaaS platform.

January 20, 2025
15 min read
Technical + Platform Teams

Executive Summary

Strategic transformation delivering measurable impact

Technical Context

Understanding the architecture

Technology Stack

Constraints

    Context

    Understanding the landscape

    The Challenge

    Initial state assessment

    Methodology

    Our systematic approach

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    Results

    Measurable transformation

    Comparison

    Business Impact

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    Technologies Used

    Quality & Risk Management

    Maintaining quality while optimizing speed

    Deployment Strategy

      Trade-offs & TCO

      Honest assessment

      Costs Added

      Limitations

      Honest Assessment

        ML/AI Pipelines Note

        More Success Stories

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