Flaky CI is the most expensive problem nobody budgets for
Your team is losing hours every week to test failures that aren't real. Developers rerun pipelines, wait for green, and lose trust in the test suite entirely. The cost compounds silently — and it's bigger than you think.
The real cost of flaky tests
Every rerun burns CI compute. Every false-red blocks a merge. Every ignored test failure is a real bug waiting to reach production. The cost isn't just time — it's velocity, morale, and the quality of your releases.
Why teams live with the problem
“Just rerun it”
The default response to a flaky test. It feels fast in the moment, but it normalizes unreliable CI. Developers stop investigating failures and start treating every red build as noise.
“It's not a priority”
Flaky tests are hard to prioritize because no single flake is catastrophic. But the aggregate cost is enormous — death by a thousand reruns. Without data to quantify the impact, it never makes it onto the roadmap.
“We'll fix it later”
Later never comes. Flaky tests accumulate, CI gets slower, and the test suite becomes something teams endure rather than trust. By the time it's a crisis, fixing it is a multi-quarter project.
What happens when CI loses trust
Developers stop writing tests
If tests are going to be ignored anyway, why write them? Test coverage stalls. New code ships without adequate coverage. Bugs reach production more often.
AI agents can't help either
AI coding agents generate code at scale, but when tests fail, they can't tell if it's their fault or a flake. Without reliable CI signals, agents retry blindly or punt the problem back to a human — defeating the purpose of automation.
Merge queues become bottlenecks
When every merge requires 2–3 CI runs to get a green build, your merge queue backs up. Features that should ship in hours take days. Release cadence slows. Engineering velocity drops — and leadership starts asking why.
Drape makes CI trustworthy again
Instead of hoping someone fixes the flakes, Drape automates the entire lifecycle: detect the problem, suppress the noise, enforce guardrails, and give your team the context to fix what matters.
Detect
Drape scores every test for flakiness based on historical pass/fail patterns. It classifies failures as real bugs, flaky tests, or CI environment issues — automatically. No more guessing.
Suppress
Flaky tests get suppressed so they stop blocking merges immediately. Every suppression has an SLA, a linked fix ticket, and an expiration date — so problems get fixed, not hidden.
Enforce
Drape enforces line-level coverage guardrails and flags new flakes on PRs. It ingests SARIF from Grype, Trivy, Semgrep, and other scanners to track container CVEs with SLA-based fix deadlines and surface code quality violations — all before the code merges. Coverage, security, and code quality all ratchet forward, every PR.
Decide
Drape gives your team — and your AI agents — the structured context to decide what to fix next. Flakiness scores, failure history, coverage gaps, and root-cause data, all in one place.
The result: your team ships faster
Engineering velocity. Developer happiness. Cost efficiency.
Drape delivers all three by fixing the most fundamental problem in your CI pipeline.