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devops2026
CI Intelligence Platform
Why did CI fail, and will it happen again? Failure causality, clustering, and flaky test intelligence over GitHub Actions.
Next.jsFastAPIPostgreSQLRedisDockerGitHub Actions
Overview
A platform that ingests GitHub Actions runs and explains pipeline failures with deterministic analysis plus AI summaries.
Problem
CI dashboards show red/green but rarely explain causality, recurrence, or flakiness.
Solution
Ingest workflow data, fingerprint failures, cluster similar breaks, score flaky tests, and use AI only to narrate evidence.