Why we stopped grepping logs: how Exlogare came to be
A red GitLab pipeline is routine: tens of thousands of log lines and one engineer who knows where to look. Why we built Exlogare and why we believe log triage belongs in software—not the night shift.
You have seen the red badge in a merge request countless times. You open the GitLab CI/CD job, hit Browse on the log—and what you get is not an “error” but infrastructure stream of consciousness: retries, compiler noise, flaky test chatter, and somewhere near the bottom the one line that actually mattered.
We lived in that loop for years. Exlogare is not “another dashboard”—it is an attempt to stop using humans as live grep where machines read better.
The hidden tax on engineering
When a pipeline fails, the release is not the only casualty. Focus suffers: a senior engineer or on-call DevOps context-switches from the work they meant to finish to hunting for signal in the log. An hour later, that was not root-cause analysis—it was routine triage: telling a flake from a regression, cache from network, tests from infra.
Those hours rarely show up on a roadmap. They are invisible in Jira. Yet they add up to weeks at team scale—and that is what makes CI/CD feel “heavy” even though pipelines are supposed to accelerate delivery.
Signal over noise
We do not believe in a magic “AI fixes everything” button. We believe something else: logs are raw input and deserve the same care as metrics for alerting. Strip repetitive noise, isolate the window where the job actually failed, run a layer that can separate failure classes—then hand humans a short, checkable RCA, not a five-screen wall of text.
People need three answers: what broke, where to look, and what to try first. Everything else is an appendix.
How it fits with GitLab
Exlogare connects to your GitLab over the API: webhook, OAuth with polling, or both—whatever your security policy allows. When a pipeline fails, we pull failed job logs, do not persist raw logs (in-memory processing only), and post structured RCA back to the merge request, an issue, or a messenger (Slack, Telegram, Matrix) if you route it that way.
The idea is simple: the explanation should live where the team already discusses code, not in a tab nobody forwards.
Try it on your repo
Your first 20 automated analyses are free—no card required. Connect a project, break a pipeline on purpose, and watch the MR fill with actionable context. Ready to scale? See pricing or contact us.