friction-report

To analyze recurring CI/CD failures, you need a systemic root-cause analysis process that distinguishes one-off failures from architectural bottlenecks. This approach enforces investigation into existing toolchains and documented design rationales before proposing interventions.

Development process bottlenecks recur when technical friction is treated as a one-off annoyance rather than a systemic failure. Without analyzing root causes and enforcing durable mechanisms, temporary workarounds replace permanent repository configuration fixes.

The best way to document technical friction is maintaining a structured living record of incidents in a private repository. This tracks the resolution status of known issues, ensuring subsequent agents can verify failure mechanisms and review previous constraints.

You can automate fixes for systemic failures only after rigorous verification of existing failure mechanisms and design constraints. Constraint discovery prevents dangerous or redundant interventions by mandating investigation into the current toolchain rationale.

To generate a structured report for a CI failure, invoke a systemic analysis process that evaluates the failure against documented design rationales. This produces an actionable, root-cause-focused report stored in a designated friction directory.

You should avoid temporary workarounds for technical friction when the issue represents a recurring pattern requiring architectural changes. If a failure mechanism repeats in CI/CD pipelines or build processes, systemic root-cause resolution provides durable prevention.