CI Pipeline Bottleneck Radar

Automatically find the CI/CD steps that slow developers down most

Problem

DevOps engineers repeatedly hit slow pipelines blocking development but struggle to pinpoint which step or project is the bottleneck. A Reddit CI/CD optimization specialist said every company he joined over 8 years had the same pain point.

Solution

A lightweight analyzer: plug into CI logs or APIs, measure time per step, retries, and queue time, then flag the bottlenecks worth fixing with suggestions.

Users

DevOps/platform engineers, CI/CD owners, small-to-mid engineering teams

MVP

Import GitHub Actions/GitLab CI logs; compute duration and failure rate per step; identify slowest pipelines and steps; generate an optimization checklist; export weekly reports

Revenue

Subscription by repos or build volume; free open-source CLI with paid hosted dashboard; enterprise tier with permissions and historical comparison

Why now

CI cost and developer wait time are under more scrutiny, and AI-generated code raises build volume; indie developers can start with an open-source CLI and upsell hosting